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In this post we go over fundamental questions to ask your future SEO company and help you determine how to measure their progress and ability.Read more
Below are posts by LeoSaraceni:
Recent survey shows tablet usage will surpass desktop by 2015. This article outlines some basic steps to take before you being your table friendly design.Read more
I was shocked to learn that interest for the Outer Banks has fallen 55% since July 2004, and here are some ways we recommend on how to address the issue.Read more
On the 2nd installment of the Free SEO Campaign Blueprint column, Leo explores the party rental industry in the tri-state area.Read more
The road to hell is paved with good intentions. Congress wants to stop piracy by shutting down sites like Facebook and Youtube. Can you help us fight it?Read more
How To Optimize Your eCommerce SEO In 4 Steps
Use these 4 basic steps to optimize your ecommerce website SEO without frustrations.Read more


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subset: commoncrawl


text:
Satire boosts Globe's reality-TV musical, though message ultimately muddled
Say this about the Old Globe's playfully entertaining "Nobody Loves You": The spoofy musical set in the world of reality TV has at least as much to do with the truth of that genre as reality TV has to do with, say, actual reality.
If some of its parodies of those programs are too absurd for words (maybe even too twee for tweets), the world-premiere production still gets a lot of good laughs out of its clueless characters and gleefully over-the-top songs.
"Nobody Loves You"
Old Globe Theatre
When: 7 p.m. Tuesdays-Wednesdays; 8 p.m. Thursdays-Fridays; 2 and 8 p.m. Saturdays (no matinee June 9); 2 and 7 p.m. Sundays; plus 2 p.m. June 6. Through June 17.
Where: Sheryl and Harvey Theatre, 1363 Old Globe Way, Balboa Park.
Tickets: Approximately $29-$72 (subject to change)
Phone: (619) 234-5623
Online: theoldglobe.org
The show may plink at some easy targets and conclude without a whole lot of consequence, but the trip it takes to the most ridiculous fringes of reality-land can be a blast to witness.
The musical, written by former Globe playwright-in-residence Itamar Moses ("The Four of Us," "Back Back Back") and scored by Gaby Alter (with lyrics by both), takes its name from the televised matchmaking show at its center. That program is like a dating take on "Survivor," with the added cruelty of something like "The Weakest Link" (the show's title is the last thing losing contestants hear as they're dispatched).
But "NLY" (in fan shorthand) also has a cloying Vegas vibe, thanks mostly to Byron (Heath Calvert), the extra-cheesy emcee at its center.
Calvert's amusingly dippy performance is suited like a crushed-velvet tux to such lyrics as "You'll run a race on a track that's coated in slime" — sung to contestants in the middle of what's supposed to be a seductive power ballad. With his precious falsetto and vaguely Latin dance stylings (choreographed with plenty of wit by Mandy Moore), he's like a one-man boy band.
The party-crasher is Jeff (an acerbic Adam Kantor), the cynical grad student writing his thesis (conveniently) on the gap between perception and reality. Although he slags "NLY" to his girlfriend (and diehard fangirl) as "a toxic lie about how your life is supposed to feel," he winds up auditioning for the show in a bid to win her back after she dumps him.
Instead, he encounters Jenny (versatile Jenni Barber of the Globe's recent "Some Lovers"), a production assistant and aspiring filmmaker who is similarly put off by the whole "NLY" phenomenon. You've heard of "meet cute"; this is more like meet peevish, as they trade jaundiced observations in the winningly withering song "So Much to Hate."
Meantime, the other contestants are cultivating matches made in hell. Lauren Molina is a scene-stealer as Megan, the hard-drinking party girl with the frizzed hair and pickled brain; Kelsey Kurz is the upright, uptight Christian (both his name and his calling); Kate Morgan Chadwick is the clingy, ever-disappointed schoolteacher Samantha; and Alex Brightman is Dominic, the oafish would-be Romeo.
Almost all the actors play multiple roles; Brightman's best is as Evan, a Twitter-obsessed "NLY" devotee clad in a geek-chic Norwegian jumpsuit (one of many funny costume touches by Emily Pepper). Nicole Lewis also has a nice turn as the shrewd producer Nina.
Director Michelle Tattenbaum could teach
Her work meshes well with Michael Schweikardt's sets, which (combined with Tyler Micoleau's sometimes lurid lighting) add to the comically overwrought drama of the climactic "NLY" scenes.
Alter's pop-rock score finds a propulsive groove while also indulging in satire of its own on such songs as "You're Incredibly Real," complete with the requisite, amusingly gratutitous Big Key Change.
Music director/conductor/keyboardist Vadim Feichtner and his three (unseen) bandmates play the tunes with pizzazz somewhere below the stage. (Speaking of TiVo: Paul Peterson's fine sound design even takes in the signature blurps of that pioneering device.)
The contrast between the breathless tenor of the musical's satire and the sincerity of its central love story, though, ultimately begins to split "Nobody Loves You" at the seams. The piece doesn't offer an audience much preparation for its relatively earnest finale, and it's not clear Jeff and Jenny make any kind of real journey during the play (that Path of Slime aside).
The reality might be that unscripted TV serves as better fodder for comedy than for comprehension.


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KOMU-8 News Examines Frank Haith's Contract
COLUMBIA - Missouri men's basketball Head Coach Frank Haith made national headlines Monday when a CBSsports.com article surfaced saying he was "expected to be charged with unethical conduct and failure to promote an atmosphere of compliance" by the NCAA.
The allegations date back to Haith's time as head coach at the University of Miami.
The article suggests the possible punishment is a "show cause" penalty which essentially means any sanctions levied on Haith's tenure at Miami would carry over to Mizzou for a certain number of years.
"It's sad to hear it. I hope it all turns out all right, he's a good coach," said MU fan Rick Hebenstreit.
Hebenstreit has followed MU athletics for more than 40 years. He hopes Haith will overcome the reported allegations and stay on as head coach. But MU student Michael Mandell isn't so optimistic.
"I think if what the NCAA is saying is correct, they're gonna have to let him go," Mandell said. "I do think he's gone. Maybe not immediately but by the end of the year."
KOMU-8 News obtained a copy of Haith's contract that he signed in June 2011. One part states, "If the employee is found in violation of NCAA regulations, he shall be subject to disciplinary or corrective action... including suspension without pay or termination of employment..."
It continues, saying Haith can be terminated for cause for "any violation of any policy, law, rule, regulation, constitutional provision, bylaw or interpretation of the University, the NCAA, or the conference, which violation may, in the sole judgment of the University, reflect adversely upon the University or its athletic program, including any violation which results in the University being sanctioned by the NCAA or the conference, including any violation which occured during prior employment of the Employee at another NCAA member institution."
Haith acknowledged the report in his post game news conference Tuesday night following the Tigers' win over the Gamecocks.
"It is tough. It's been a tough 18-19 months. But it's a blessing that it is coming close and that's how I feel personally. There's been no letter written to Frank Haith. My attorneys have not received a letter of any allegations. As of right now there is nothing our way but I do feel and know that we're getting close to the end and that's what's exciting to me," Haith said.
For now, Haith's fate rests in the hands of the NCAA.
"They haven't really proven anything," Herbenstreit said. "Supposedly the NCAA just doesn't believe his story so who knows?"
"I hope the NCAA report is wrong. I think it's unlikely but I think every Mizzou fan is hoping it's wrong right now," Mandell said.
Haith's attorney released a statement to KOMU saying it's all speculation and the NCAA has not made a final decision on evidence involving Haith.
"Until my client, Frank Haith, receives a notice of allegations from the NCAA, the CBSSports.com report is premature. The NCAA's investigation in the University of Miami enforcement case is ongoing. Thus, if the NCAA had completed its inquiry, then Coach Haith would have received a notice of allegations. However, as of the morning of January 22, 2013, Coach Haith has not received the notice of allegations. Any speculation or information attributed to anonymous sources cannot be relied on until the NCAA makes a final decision on the evidence and issues the notice to the University of Miami and any other persons at-risk in the case. It is unfortunate that CBSSports.com's unnamed source believed violating the NCAA confidentiality rules was worthwhile. The report did not advance interests of anyone involved in the case and is making a mockery of what is supposed to be a fair process. Nevertheless, based on the testimony of my client, the media reports of other persons' statements and the voluminous records we shared with the NCAA, any allegations asserted by Nevin Shapiro against my client cannot be supported."
According to the CBS Sports report, "The notice of allegations was expected to be released as early as Tuesday, but a source told CBSSports.com that it could be withheld for another week or two possibly because of procedural questions."
Haith is in his second year as head coach of the Tigers. His career record at MU is 43-8.


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Mini Pumpkin Candle Holders
for the Fall Harvest Party
I recently shared a Fall Harvest Party idea last week. Part of the table setting included these mini pumpkin taper candle holders.
These were so easy to create - and an inexpensive alternative to pricey fancy candle holders.
Mike made them for me in about 20 minutes. Here are the step-by-step instructions...
**I do not recommend holding the pumpkin while you drill - put it flat onto your work surface and drill straight down.
- Linen runner: If you don't have one, you can use a piece of burlap or brown kraft paper, or create a runner out of a drapery panel folded in half, like I did.
- 2 or 3 medium blue pumpkins: If you are seating 6, place 2 medium pumpkins down the middle of the table, placing them in the gaps between the place settings. If you are serving 8, use 3 pumpkins, placing them in the space between the place settings.
- 8 to 10 small gourds and squash: Use a variety of sizes, shapes and colors (sticking to your coordinated palette), and lay them evenly down the center of the table in groups of 3 or 4.
- 2 branches (I used pear berry branches): Weave branches in through the pumpkins and gourds, creating a natural flow down the table. The branches help to visually pull all the elements together, creating a cohesive look.
- 6 mini pumpkins: Create candle holders by coring out the center of mini pumpkins. This is an inexpensive way to make candle holders if you don't own any. For step-by-step instructions, visit the"How to Create a Mini Pumpkin Candle Holder" post.
- 6 taper candles: I used ivory, but an Edgartown Sand would be perfect would look great with this, too.
- 6 white pantry plates: I like to use solid white plates when I am using a large variety of colors on the table. The white helps to ground the table and provides some much-needed simplicity to the bountiful centerpiece.
- 6 linen napkins: Let the centerpiece be the center of attention. These hemstitched linen napkins are luxurious, but in a subtle classic way.
Pumpkin Beer
Baked Brie en Croûte
Butternut Squash Ravioli with Sage Browned Butter
Caramel Apple Dumplings


text:
Welcome, thank you for stopping by... My name is Ashlee and I would like to
invite you to join me in making the world a better place for everyone.
I would like to thank all who have donated. You have helped us send over 2,000 caring bags, over 10,000 pairs of shoes and over 4,000 stuffed animals in school bags, to help the hurricane victims get reestablished. We are still accepting donations. We especially still need toothpaste, deodorant, socks and children shoes. You can also send financial donations as well. All donations are tax deductible. Thank you. Send donations to...
A personal story
told by Ashlee
For every child who has lost a parent too soon.
For anyone helping a child grieve the loss of a parent through death. With evocative photographs and prose, this book honors the connection between loved ones that does not end with death.
$9.95 plus tax and shipping/handling fees.
For those who wish to use PayPal,
please use this link...
When Ashlee was 11 years old, she gave the gift of music to some very sick kids through a program she called "Music From The Heart." Ashlee, an avid musician, wanted to play violin at the Ronald McDonald house"...so the kids could enjoy the healing effects of music." But she was too young to volunteer. Since she couldn't go inside, she sent the music in without her. She collects and donates CD players, recorded music, even karaoke machines. As a result, the Ronald McDonald House now holds karaoke parties for its patients.
In her young life, Ashlee has already volunteered more than 5000 hours and collected thousands of dollars in donations. Shes always thinking about new efforts like her "Walk In My Shoes" program where she hopes to collect new shoes for kids in need. Along with all of this, Ashlee still spends countless hours playing her violin at nursing homes and senior centers. Why? "Music breaks down barriers and heals communities one heart at a time."
It doesn't matter how old you are. Ashlee Kephart who started her first project at age 9, leads when there's a need. Her passion for volunteering began in 3rd grade, when she started working on "Nurse Nancy's Wish List," an effort to collect supplies for her school nurse. That was just the beginning...
I would like to thank all who donated to our Connecting With Africa programs. We filled two 40 foot containers, one sent fall of 2005 to Kenya and one May 2006 to Liberia, filled with caring bags, clothes, toys, books, household items, furniture, computers, appliances, and even a vehicle. In the spring of 2009, fall of 2010, winter 2011 and spring of 2012, we sent 12 large barrels full of school supplies, books, toys and shoes to the Kids For A Better World Child Development Center in Liberia, which was opened in January 2008. The Center is currently serving over 500 children and more school supplies are needed as well as funding for another building so no child is turned away. We hope to send barrels filled with supplies twice a year; by the end of the year and in the spring. If you would like to donate items or help with the cost of sending these items, (cost of sending a large barrel is around $250), Send donations to...
*Kids of all ages can help send barrels full of school supplies through our "CHANGE FOR CHANGE" program. Kids can collect coins to help change the lives of the children in Africa by putting jars in businesses, churches, schools or ask for change when they go trick or treating. We will recognize all contributions on the website, and we welcome pictures of you with your cans. Our goal is to raise $750 to send 3 barrels.
*We also have a new sponsorship program where you can sponsor a child for $35 a month or a one time gift and you will receive pictures of your sponsored child and get updates and letters from them.
See Smiles for a picture of children at the new Kids For A Better World Child Development Center in Liberia!
Kids For A Better World empowers youth to make a difference by offering volunteer and educational opportunities for local and global youth, to learn fundraising, volunteerism and corporate responsibilities, and encourages the empowerment of youth, by educating them in starting their own community initiatives.
Kids For A Better World is on the road with their Be The Change Challenge, bringing Service Learning Projects into schools and supporting youth initiatives. The National Honor Society Students at BC High in Brooklyn Center, MN took the challenge to Be The Change. Their bringing awareness to homelessness through the making of Caring Bags For Homeless Teens. What will you do to Be The Change? Contact Kids For A Better World and let us know what you're doing. Or maybe you have an idea but not sure how to implement it. Kids For A Better World can help. Take the challenge and Be The Change!
Click here for details...
Scroll down for more videos...
Brooklyn Center teen is one of five young people in the nation being honored as one of 2008's "Most Caring Americans." Ashlee and four other young adults will be honored at the annual induction ceremony on April 7th, 2008 at the Frederick Douglass Museum & Hall of Fame for Caring Americans in Washington, D.C.. Most recently, Ashlee's founded an African chapter of "Kids for a Better World."
Read more... Also see Smiles for a picture of children at the new Kids For A Better World Child Development Center in Liberia!
Cornerstone Grant - Ashlee Kephart
Twin Cities Live features Coca-Cola
Olympic Torchbearer Ashlee Kephart from MN
Below are links to my most current donation efforts. Please take the time to help others in need
through this website or in your own community. "If you put your mind to it, anything can happen." Ashlee Kephart
© 2013 kidsforabetterworld.com. All rights reserved.


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Web Confidential 4.2
Web Confidential allows Web surfers to store URLs, user IDs,
and passwords in one secure location. Web Confidential can
automate the process of logging into a password-secured Web
page by automatically passing URL, user ID, and password to
your Web browser. For retrieving personal account information
from commercial sites, Web Confidential provides a password
menu for one-click convenience. To ensure the personal information
stored in Web Confidential remains confidential, the program's
password files can be encrypted using state-of-the-art encryption technology.
What's New Version 4.2:
The main window in Web Confidential now has a crisp and beautiful
display of your password items on Retina displays.
Modernised the toolbar.
Your document automatically closes on sleep.
OS: MacOSX
Lang: Englisch
Size: 3 MB
Format: .dmg
Hoster: Uploaded
Only the registered members can see the download links/content. please Register to gain full access.


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Stevens Professor Leads Project to Standardize Financial Contract Data and Mitigate Risk
The financial crisis of 2008 made clear that neither government regulators nor enterprise risk managers of large financial institutions have the data and analytics required to understand the risks incurred by the financial system.
As the principal investigator (PI) of a major Alfred P. Sloan Foundation grant, Dr. Khaldoun Khashanah – distinguished service professor and director of the Financial Engineering program in Stevens' School of Systems and Enterprises – is leading a multi-phase project focused on radically changing how the financial industry mitigates systemic risk, thereby preventing another Wall Street meltdown. Khashanah is collaborating with Willi Brammertz, adjunct lecturer of Economics at the University of Zurich and author of "Unified Financial Analysis: The Missing Links of Finance," (Wiley & Sons, 2009), and Allan Mendelowitz, senior advisor at Deloitte Consulting. Stevens doctoral students are also contributing to the project as programmers and researchers.
Khashanah and his team are developing an open source financial instrument reference database called Algorithmic Contract Types Unified Standards (ACTUS) which standardizes financial contract data and enables accurate risk analysis. The database will represent virtually all financial contracts as algorithms that link changes in risk factors (i.e. market risk, credit risk, behavior, etc.) to cash flow obligations of financial contracts at extremely high levels of precision, speed and volume.
"This reference database will be the technological core of a future open source community that will maintain and evolve standardized financial contract representations," said Khashanah. "It will result in making the financial markets more stable by revolutionizing every activity related to financial risk assessment at an enterprise level and a systemic level."
During the first phase of the project, Khashanah will focus on programming and testing fixed rate contract types. Later phases will involve coding and testing more complex variable rate contract types, until 30 contract types are represented.
The open source environment, which will be hosted by Stevens, is intended for use within industry, government and academia – from bankers and traders to financial regulators and risk managers to finance faculty and students – to conduct financial industry research and test financial systemic risk.
"This is a public effort for the public good," said Khashanah. "We understand the balance between supporting the public interest in introducing contract standards and the need to promote innovation in the financial marketplace."
ACTUS will also provide a benchmark to launch new financial research.
"The contract types are like Lego pieces; if the contract you want isn't represented you can change combinations to get a brand-new innovation," said Khashanah.
In addition to the Sloan grant, the ACTUS project is being funded by Deloitte and other supporters.


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UPDATE: Check out John Wenzel's review of Stephen King's Chautaqua appearance.
Every book that Stephen King releases gets massive buzz, but his next, "Dr. Sleep," is getting more than usual.
The book is set to publish on Sept. 24; Stephen King will appear at the Chautauqua Auditorium on Wednesday, Sept. 25. Tickets are $37.50 ($34.50 for Chautauqua members).
Billed as a sequel to his seminal, Colorado-based blockbuster "The Shining," the book picks up the story of young Danny Torrance — that creepy kid who talked with his finger, repeating "Redrum, redrum, redrum" over and over.
He's in his 40s now, and a hospice doctor. And, he's not the only person in town with the gift of "the shining." What could go wrong?
Tickets go on sale to Chautauqua members on Thursday, July 10 at 1 p.m. The general public can buy tickets on Friday, July 11 at 1 p.m.
Event is set for Wednesday, September 25 at 7:30 p.m.
For more, visit chautauqua.org.
Meanwhile, enjoy this:


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We may have already driven DMC's electric Delorean, but Matt Farah does it on video. So here it is, and now let's see if we can get out of this post without any Back to the Future references. Instead, let's pretend the Delorean starred in another 1985 film, Brewster's Millions, with Richard Pryor and John Candy.
On this episode of Tuned, Matt Farah talks Delorean upkeep with Delorean Motor Company (DMC) President Stephen Wynne at the company's headquarters in Houston, and tours DMC's amazing stockpile of original Delorean parts. He also gets to test their new prototype fully-electric Delorean, and finds out that it's not like driving its close analog, the Tesla roadster. There's also a cameo by the "Jalopnik themed," Forza 4 wrapped Delorean. Represent.
Anyway, it's like that scene in Brewster's Millions when Richard Pryor had to spend $30 million within 30 days to inherit $300 million, and he drives 88 mph, goes back in time and buys Oklahoma.


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Mplus Home
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Dual Trajectory Analysis
Mplus Discussion
Latent Variable Mixture Modeling
Chris Blanchard
posted on Thursday, November 18, 2010 - 4:55 am
i'm new to MPlus and have a question. I have data where we tracked patients with heart disease for 1 year and have physical activity measurements at baseline, 3, 6, 9, and 12 months. I performed a growth-mixture model to identify the number of classes for two intensities (i.e., light and moderate) controlling for age and gender. I identified two classes for each intensity. Now that I have this information, I want to know the probability of a patient transitioning from a light intensity trajectory into a moderate intensity trajectory (and vice versa). I believe this can be done via dual trajectory analysis, but I'm not sure this can be done in MPlus. If it is, can someone direct me to an example. Thanks very much,
Bengt O. Muthen
posted on Thursday, November 18, 2010 - 7:46 am
Is "intensity" a dichotomous covariate?
What are the two processes in the dual trajectory analysis you have in mind?
Chris Blanchard
posted on Thursday, November 18, 2010 - 7:58 am
No. I ran a separate growth mixture model for light intensity and one for moderate intensity (syntax for light is below).
USEV ARE age gender light1 light2 light3 light4 light5;
IDVARIABLE = id;
CATEGORICAL = gender;
CLASSES = c(2);
i s |
i s on light1;
i s on age;
i s on gender;
is this syntax correct? If so, i'm hopoing to show that as time goes on, patients transition into doing more moderate intensity PA...from reading the lit., i thought i had to do a dual trajectory analysis, but perhaps there is another type of analysis I could do? Thanks for your help in advance!
Bengt O. Muthen
posted on Thursday, November 18, 2010 - 5:30 pm
There is no transitioning in the GMM. Perhaps you want to use Latent Transition Analysis and include both light and moderate.
Chris Blanchard
posted on Friday, November 19, 2010 - 4:19 am
Thank you! Final question, if I run a growth mixture model with 2 classes for light intensity and 2 classes for moderate intensity, will the output be able to provide me with the probabilities of being in class 1 for light intensity conditional on the moderate classes and vice versa? In speaking with my collegue, he also wants to identify the most at risk group. I think this is a dual trajectory analysis approach. I apologize if I confused the issue...chris
Bengt O. Muthen
posted on Friday, November 19, 2010 - 10:21 am
Hmm. I understood the light and moderate intensities to correspond to different groups of subjects, in which case one cannot talk about conditional probabilities of one given the other. But perhaps I am misunderstanding. A dual process would be 2 different types of outcomes observed on the same individual.
Chris Blanchard
posted on Friday, November 19, 2010 - 2:52 pm
They are actually the same participants. The questionnaire asked them about light intensity and moderate intensity. I ran the growth mixture models separately and identified 2 classes for each intensity. I was hoping to then combine them into a dual trajectory-type analysis to establish the probability of a participant being in class 1 for light intensity conditional on the moderate intensity classes...is this possible to do? Sorry about the confusion.
Bengt O. Muthen
posted on Saturday, November 20, 2010 - 7:29 am
You can do that by using 2 latent class variables in a dual process model, one latent class variable for each process. You can relate the 2 latent class variables to each other.
To do this you say in the Overall part of the mixture model:
c1 with c2 (or c2 on c1)
And then
Model c1:
where you mention the growth factor means for process 1 in latent class 1
where you mention the growth factor means for process 1 in latent class 2
Model c2:
where analogously you mention the growth factor mean for process 2 in the different proc 2 classes
Chris Blanchard
posted on Wednesday, November 24, 2010 - 11:01 am
thank you very much! I've pasted part of my syntax below and was wondering if a) it is correct, and b) if I interpret the latent transition probabilities based on the estimated model output to determine the probabilities of being in light class 1 condition on mvpa class 1, etc...or do I have to save the probabilities and get this information from the saved data file. Sorry, that is my last MPLUS newbie question!
ilight slight |
imvpa smvpa |
ilight slight on mild_m1;
imvpa smvpa on mvpa_m1;
ilight slight on age;
imvpa smvpa on age;
ilight slight on gender;
imvpa smvpa on gender;
c2 on c1;
MODEL c1:
[ilight slight];
[ilight slight];
MODEL c2:
[imvpa smvpa];
[imvpa smvpa];
Bengt O. Muthen
posted on Thursday, November 25, 2010 - 8:26 am
This looks correct.
Chris Blanchard
posted on Friday, December 03, 2010 - 11:18 am
Hi there, in redoing the analyses, I decided to do a simple latent class growth analysis for light intensity (identified 2 classes: class 1 = 177; class 2 = 46) and moderate intensity (identified 2 classes: class 1 = 186; class 2 = 37). Then, when I run the dual trajectory analysis to obtain the latent transition probabilities, the class membership get's flipped for light intensity (class 1 = 46; class 2 = 177), but not moderate intensity. Unfortunately, this is confusing me because the demographic make-up of the trajectories also get reversed when I examine them in SPSS. Below is my syntax, am I doing something wrong?
il sl |
im sm |
c2 ON c1;
MODEL c1:
[il sl];
[il sl];
MODEL c2:
[im sm];
[im sm];
Linda K. Muthen
posted on Sunday, December 05, 2010 - 11:14 am
You can use the results of the two prior analyses as starting values in the current analysis to keep the classes straight.
Andrea Mata
posted on Wednesday, March 09, 2011 - 2:14 pm
Hello. I am familiar with running LCGAs and GMM's in mplus, however, I need to run a dual trajectory model using LCGA. I was hoping you could provide references for examples of syntax to guide me in this task. Thank you in advance.
Bengt O. Muthen
posted on Wednesday, March 09, 2011 - 6:10 pm
Use the UG to combine an LCGA setup and a parallel process setup and you have what you want. Check to be sure that your growth factor variances are zero since you want LCGA. One question is if you want one latent class variable for both processes or one for each. I can't think of a reference off hand.
Laura Wray-Lake
posted on Thursday, January 24, 2013 - 9:17 pm
We separately ran latent class growth analyses (LCGA) for our two constructs: PYD (continuous) and SU (count). Three classes were found for PYD; two classes were found for SU (we used a zero-inflated poisson model for SU). Then we wanted to run a dual trajectory analysis to obtain latent transition probabilities, so we conducted a latent transition analysis. WWe used the below model specifications we got a class breakdown for PYD that closely resembles our original LCGA breakdown, but the class breakdown for SU is very different from our original LCGA (i.e., 48-52 split vs. 10-90 split). We could not find sample syntax for conducting LTA with a ZIP model, and we suspect that we have misspecified the ZIP (SU) portion of the model. Is below correct? If it isn't, how should it be changed?
ipyd spyd |
isu ssu |
iisu sisu | SU1#
c2 ON c1;
MODEL c1:
[ipyd spyd];
[ipyd spyd];
[ipyd spyd];
MODEL c2:
[isu ssu iisu sisu];
[isu ssu iisu sisu];
Bengt O. Muthen
posted on Friday, January 25, 2013 - 4:39 pm
It looks like you are setting it up correctly. I wonder if the model assumption is what causes the discrepancy - your model says that the PYD items influence the SU items only through their latent class variables. For instance, some of the PYD items may have direct effects on some of the SU items (which I think could be handled but leads to a more complex model).
If you instead said c1 ON c2, you might similarly see the PYDS classes shift.
Another possibility is to use 3-step LTA analysis, locking down the class formations from the LCGAs. See our web note 14. Although this would then mask the potential model misfit matter that I mentioned.
J.D. Haltigan
posted on Thursday, November 14, 2013 - 9:03 pm
I just wanted to follow-up on this thread with an additional question:
When deriving conditional probabilities using TECH 15 (i.e., in a dual trajectory analyses) is it necessary to have separate runs where you condition c1 on c2 and c2 on c1 (which is what I have done to get the full set of conditional probabilities) or can this be done in a single run?
Apologies if I have been unclear in what I am asking.
Bengt O. Muthen
posted on Friday, November 15, 2013 - 4:45 pm
It has to be done in two runs. The setup was mainly intended for LTA where the influence goes one way.
J.D. Haltigan
posted on Friday, November 15, 2013 - 7:25 pm
Thank you.
One other question: When saving the class probabilities and classes from a dual trajectory model, is there any way (other than running frequencies on the exported class variable) to tell which class is which (i.e., classes 1, 2, ...x) don't necessarily map onto latent transition patterns 1, 2, ...x). In my case, I ran a dual trajectory model resulting in a 2x2 or 4 class output.
Bengt O. Muthen
posted on Saturday, November 16, 2013 - 6:02 pm
The top of the output that gives the model-estimated probabilities for the 4 classes shows the order of the classes. I hope that's what you are asking.
J.D. Haltigan
posted on Saturday, November 16, 2013 - 10:22 pm
Thanks much! This clarifies it.
J.D. Haltigan
posted on Saturday, June 07, 2014 - 1:15 pm
I am back running joint trajectory models and I have a few questions I am unclear on.
My setup is that I am modeling the joint probabilities of 5-group and 6-group constructs (i.e., 30 total possible joint groups).
In specifying the joint models, I am setting the intercept and growth parameters of process 1 and 2 classes to their respective estimates obtained in the univariate models. Is this OK? or should simply starting values at these estimates be used instead?
Secondly, as is expected with 30 possible combinations, a few of the posterior probabilities are quite low. I read a paper (Fanti & Henrich, 2010) where the authors omitted the intercept and growth terms representing such low probability classes and re-ran the joint trajectory model. Since I am not specifying the intercept and growth terms for the joint trajectories in the input, how precisely is what they did accomplished? In other words, I would like to re-run the joint trajectories omitting these combinations.
Thank you.
Bengt O. Muthen
posted on Saturday, June 07, 2014 - 5:45 pm
Q1. I would not fix the parameters of the joint analysis to the values from the separate analyses. Using them as starting values while still using Starts is ok.
Q2. If you specify the model so that the growth parameters (means,variances, covariances) for each process are only varying across the latent classes of that process, the small cell sizes in the 5 x 6 latent class table don't hurt. What hurts is if cell sizes are small among the 5 and 6 classes, respectively, because that is what supports the estimation of those growth parameters.
J.D. Haltigan
posted on Saturday, June 07, 2014 - 11:11 pm
Thank you. What is troubling me is that when I use the growth parameter estimates from the separate univariate runs as starting values (rather than fixed) for the process portions of the dual model, the resultant latent class memberships for each process are hard to link back to the latent classes from the original univariate runs. How is it possible to map the classes of the process portion of the dual model back to their original univariate classes?
Bengt O. Muthen
posted on Sunday, June 08, 2014 - 4:10 pm
The fact that the joint model for the two processes gives different results for each process than when they are analyzed separately indicates that the joint model is not well specified. That is, the relationship between the two processes is not well captured.
J.D. Haltigan
posted on Wednesday, June 25, 2014 - 10:03 pm
Thank you! It seems to me that there is no 'best practice' in the developmental psychopathology literature re: dual trajectory modeling. In virtually every paper I have examined, the authors state something to this effect: "...the intercept and growth parameters from the individual class memberships for construct x and construct y were used to predict the probability of multiple class membership in a joint statistical model." I read this as they simply fixed those values in the dual run and just wanted the conditional probabilities (rather than capturing the relationship between the two processes).
In a more technical paper, Xie et al., note that in the dual run "the number of optimal trajectory groups in the dual model is *usually consistent* with those id'd in the univariate models." In this paper they also note that they fit a number of different dual models with varying classes for each construct, determining the one with the best fit.
I guess it depends on the research question and how you frame the dual approach?
Bengt O. Muthen
posted on Thursday, June 26, 2014 - 2:32 pm
I would still want to see the same "marginal" model for each process remain essentially unchanged when doing the joint analysis. But it is not always easy to find the right joint model that produces that.
J.D. Haltigan
posted on Tuesday, October 21, 2014 - 9:43 pm
In a similar vein to the questions in this thread posted above, I had a question regarding what it suggests when, in a joint model, a parameter needs fixed and a resultant joint group has 0 members.
1) Can this model still be interpreted despite the presence of a zero member joint group and
2) Does such a result necessarily indicate that the model is not well specified and, if so, is it necessary to return to the univariate runs to determine where to specify k... less classes for its associated process in the dual model?
In the current case, I am a evaluating a joint model with 8 groups (4 x 2). Univariate model estimates (4 and 2 class) are used as starting value estimates.
J.D. Haltigan
posted on Wednesday, January 07, 2015 - 2:43 pm
Just wanted to bump this thread to see if anyone might have any thoughts on the post above.
Thank you!
Bengt O. Muthen
posted on Wednesday, January 07, 2015 - 5:44 pm
I think such an outcome is ok - because the zero joint group may be a process1-process2 combination that is unlikely.
John Woo
posted on Thursday, June 25, 2015 - 8:42 am
Hi, I am using Mplus to conduct joint trajectory analysis. I have two sets of trajectories cx and cy, each of which is assumed to be distinct but related. The basic command I am using is as follows:
Usevariables are x1-x5 y1-y5;
Classes = cx(2) cy(2);
Type = mixture ;
parameterization = loglinear;
Starts = 500 10;
cx with cy;
MODEL cx:
MODEL cy:
I have three questions.
1. Where do I find in the output the joint probabilities and conditional probabilities? Am I to construct the 2x2 table using the most likely class membership?
2. If the model fit (e.g., BIC) is better without correlating cx and cv, does it mean that I should run the univariate models separately and construct 2x2 table using the most likely membership for joint prob? Is there any benefit to running the joint model with restricted correlation vs. the separate univariate models?
3. If I assume just one set of trajectory based on (x,y)'s rather than two sets of related trajectories of x and y, does it make sense to run the following model?
Usevariables are x1-x5 y1-y5;
Classes = c(2);
Type = mixture ;
Starts = 100 10;
Thank you for your help.
John Woo
posted on Thursday, June 25, 2015 - 2:10 pm
Sorry, I made some typos in the question above. Here is the correct version.
I have two sets of trajectories cx and cy, each of which is assumed to be distinct but related. The basic command I use is:
Usevariables are x1-x5 y1-y5;
Classes = cx(2) cy(2);
Type = mixture ;
parameterization = loglinear;
Starts = 500 10;
cx with cy;
MODEL cx:
MODEL cy:
I have three questions.
1. Where do I find in the output the joint probabilities and conditional probabilities? Am I to construct the 2x2 table using the most likely class membership?
2. If the model fit (e.g., BIC) is better without correlating cx and cy, does it mean that I should run the univariate models separately and construct 2x2 table using the most likely membership for joint prob? Is there any benefit to running the joint model with restricted correlation vs. the separate univariate models?
3. If I assume just one set of trajectory based on (x,y)'s rather than two sets of related trajectories of x and y, does it make sense to run the following model?
Usevariables are x1-x5 y1-y5;
Classes = c(2);
Type = mixture ;
Starts = 100 10;
Thank you for your help.
Bengt O. Muthen
posted on Thursday, June 25, 2015 - 6:32 pm
1. Look for
2. Yes, run them separately in that case; no advantage to doing it jointly. Don't use most likely class membership.
3. Yes. But I don't know why you call it trajectories since you don't impose a growth structure.
John Woo
posted on Friday, June 26, 2015 - 8:38 am
Thank you, Dr. Muthen. I have just one follow-up question (to your answer to #3).
I know that for univariate models, many studies have used LCA or LPA to conduct 'trajectory' analyses, in which the focus is not on specific functional growth form or predictions across time. In this sense, I am comfortable using LPA to conduct my current study and use the term 'trajectory.'
My question was whether using LCA or LPA for this kind of purpose is still appropriate for a bivariate trajectory (x,y)'s (which is distinct from separate but related trajectories of univariate x's and y's). When I run this bivariate model for one class, I get a marginal trajectory of x and a marginal trajectory of y, which are simply mean values of each variable for each time period -- as expected.
The question is, if I run this model for two classes, can I still interpret the mean values that I obtain as constituting a set of marginal trajectories of x and a set of marginal trajectories y for the set of bivariate trajectories for (x,y)s?
Bengt O. Muthen
posted on Saturday, June 27, 2015 - 4:37 pm
Last question:
Yes, if you assume that the same, single latent class variable is relevant for both processes.
Eva Guerin
posted on Wednesday, June 08, 2016 - 11:43 am
Hi there Dr. Muthen,
I am fairly new to Mplus.
Basically, I am hoping to find examples of syntax for dual trajectory and/or multitrajectory latent class growth analyses.
I have figured out how to find single variable trajectories in my 5-year cohort study data, but now I want to see if people also follow specific trajectories for a combination of variables (i.e., for some people depression goes up and vigour goes down over 5 years, for others depression and vigour stay consistently high, etc. So far, I can only do depression and vigour seperately).
Any resources or sample syntaxes you could provide would be immensely helpful. I just need a starting point! I have read articles where results are presented (using Mplus or SAS) but what I really need is how to write in my variables in Mplus..
Bengt O. Muthen
posted on Wednesday, June 08, 2016 - 12:54 pm
Have a look at slide 92 odf our Topic 9 handout for our short courses on our website. That shows 2 processes, each with its own latent class variable - c1 and c2.
parameterization = loglinear;
so that you can say c1 WITH c2.
Also, use
Model c1:
Model c2:
to define which latent class indicators are influenced by which latent class variable. See UG for related examples using 2 c variables.
J.D. Haltigan
posted on Monday, September 12, 2016 - 11:48 am
I know this has been discussed previously but I wanted to refresh my memory:
I'm running a dual traj model where I set starting values of both traj processes using their univariate traj final estimates. In this particular analyses, I see that the order of the univariate classes is not well preserved in the dual run (based on inspection of the latent class pattern means) and I am wondering why that is since I used the final estimates as starting values...
Bengt O. Muthen
posted on Monday, September 12, 2016 - 2:50 pm
Perhaps you are using 2 latent class variables, one for each process, and you don't correlate them.
J.D. Haltigan
posted on Monday, September 12, 2016 - 3:12 pm
I regress C2 on C1 and vice versa (in two runs) to get the conditional probabilities so I guess that is similar to correlating them.
Regarding the class order change following the run, I know this because using the latent class patterns I can inspect the traj means and see that, for example, class 1 for process 1, say, is now class 3 for process 1 in the latent class pattern matrix in the output.
J.D. Haltigan
posted on Tuesday, October 18, 2016 - 10:18 pm
Question on formal comparisons of conditional probabilities obtained in Mplus in a dual traj setup:
Let's say we have three processes, X, Y, and Z. In one analyses, I get the conditional probability of X on Z and in another (separate) analyses (same sample) I get the conditional probability of Y on Z. Is it OK to compare those two conditional probabilities using the standard formula for calculation the OR and CI? This of course would be done manually since the two conditional probabilities are not obtained in the same run.
Bengt O. Muthen
posted on Wednesday, October 19, 2016 - 5:42 pm
If you calculate two ORs on the same sample they are not independent. You can do a joint analysis of the processes and then express any ORs and OR differences you want in Model Constraint and get CIs.
J.D. Haltigan
posted on Friday, October 21, 2016 - 7:32 pm
Thank you!
Since the conditional probabilities are obtained in separate runs on the same sample (i.e., C2 on C1 and C1 on C2) is there any formal way to compare those conditional probabilities? That is, I don't think model constraint would work since they are obtained in separate runs...
Bengt O. Muthen
posted on Saturday, October 22, 2016 - 8:33 am
No, you would have to do it in one run.
J.D. Haltigan
posted on Saturday, October 22, 2016 - 10:11 am
Thanks again as this was my inclination.
This brings to mind the following question:
If I use WITH to associate the two processes (LOGLINEAR parameterization) rather than ON to associate the two processes (LOGIT parameterization) could I transform the class association estimates from the LOGLINEAR run to obtain the probabilities that are provided by the TECH14 output in the LOGIT parameterization? I'm not sure if the two approaches to associating the processes are, in fact, identical is essentially what I am asking.
Bengt O. Muthen
posted on Monday, October 24, 2016 - 2:48 pm
I think you might mean TECH15, not 14.
Check if the logL values for the two models are the same.
J.D. Haltigan
posted on Monday, October 24, 2016 - 3:11 pm
Yes--sorry I meant TECH15.
Will check the LogL values.
Conceptually, however, both WITH and ON models should provide the same information? In other words, they are just different ways of parameterizing the unfolding of the joint processes?
J.D. Haltigan
posted on Monday, October 24, 2016 - 8:41 pm
LogL values are identical between the two runs using the different parameterizations.
Bengt O. Muthen
posted on Tuesday, October 25, 2016 - 10:07 am
Then you can go ahead and transform as you suggested.
J.D. Haltigan
posted on Thursday, October 27, 2016 - 11:24 pm
One observation I have made I am looking to understand: All of the estimates in the categorical latent variables section of the output are identical whether I use WITH or ON to associate the two parallel processes with 3 classes each except for:
The means for the first two classes of my c1 process. Intuitively I feel there is probably a good reason for this, but I am missing it.
Using the means for the first 2 classes of each process I was able to calculate conditional probabilities which matched those in TECH15 for the ON case (so I am able to see the relationships between the logits and conditional probabilities), but I'm still puzzled by the above WITH run. What is different between associating the two processes using ON (logit) vs. WITH (loglinear). Apologies if I am not clear.
Bengt O. Muthen
posted on Friday, October 28, 2016 - 12:29 pm
The logits produced by the two parameterizations are shown in the tables on pages 501 and 502 in the V7 UG. You see there that for instance the 1,1 cell is expressed by 2 parameters in the Logit parameterization and by 3 parameters in the Loglinear parameterization. Therefore, for example [c1#] plays different roles in the two versions.
J.D. Haltigan
posted on Friday, October 28, 2016 - 6:41 pm
Thanks very much Bengt this clears it up for me. One last point--above you mentioned that to obtain c1 conditioned on c2 and vice versa it was necessary to do it in two runs as LTA was intended for one-way effects.
Intuitively I thought that using 'WITH' rather than 'ON' might get around this as a correlation doesn't imply a directional effect per se. However, even using "WITH" to associate the two traj processes one would not get both sets of conditional (probability) effects. Is my observation here correct?
Bengt O. Muthen
posted on Saturday, October 29, 2016 - 3:38 pm
Meagan Docherty
posted on Tuesday, January 09, 2018 - 2:44 pm
I'm new to this message board, so hopefully this is the right place to post this. I'm running a dual LCGA with a distal outcome, but when I try to estimate a mean for each class, I only get mean estimates based on the second latent class variable. Is there something wrong with my code? It was too large to paste, but I'll try to describe it here.
Under MODEL, I have the two quadratic growth models (holding variances at 0) and the mean and variance of the outcome. Then, for each class of both latent class variables I constrain growth parameters and class sizes based on parameters from univariate models, to obtain the same results. I also mention the mean and the variance of the outcome for each class, for each variable. Is there something else I'm missing?
Bengt O. Muthen
posted on Tuesday, January 09, 2018 - 3:00 pm
Hard to answer without seeing your full output - send to Support along with your license number.
Almar Kok
posted on Thursday, June 07, 2018 - 6:38 am
Dear all,
in a previous post Linda indicated that
"You can use the results of the two prior analyses as starting values in the current analysis to keep the classes straight."
Could anyone explain how to do this, e.g. by posting a syntax?
Many thanks in advance!
Bengt O. Muthen
posted on Thursday, June 07, 2018 - 4:19 pm
In the prior analysis you can use the SVALUES option of the Output command to save the final estimates which can then be copied and used as starting values.
Almar Kok
posted on Friday, June 08, 2018 - 5:26 am
Many thanks! This worked, but it led to a new question:
I now use the final estimates of the two prior separate LCGAs as starting values (SVs) in a dual process LCGA. Both prior models contained five latent classes.
My question is whether it is still necessary to run the dual LCGA with random SVs to make sure that the model with predefined SVs is replicated?
I am asking because I also estimated the model with predefined SVs with up to 3200 random starts. The best LL was obtained with the predefined SVs, but it did not replicate. In contrast, the random starts resulted in a model that fitted far worse and the results made no sense (all individuals were assigned to the same pattern):
LL with model with predefined SVs:
-20827.607 unperturbed 0
[no replications]
LL with random starts:
-25317.598 845036 145
[many replications]
In sum, this model seems to run well with predefined starting values obtained from prior analyses, but I can't get it to replicate using random starts. Would it still be ok to accept the model with predefined SVs?
Bengt O. Muthen
posted on Friday, June 08, 2018 - 1:43 pm
Q1: Yes because the joint model also models the relationships between the 2 processes.
Be sure to have your 2 latent class variables correlated (using WITH).
Almar Kok
posted on Monday, June 11, 2018 - 1:23 am
Many thanks again. I did correlate the two latent classes. Some thoughts and questions:
Could the estimation problem with the 5x5 dual process model be caused by the fact that the two processes are quite strongly correlated (r=0.60), such that when the relationships between the processes are modelled using WITH, a different number of latent classes than in the separate prior models would fit to the data?
If so, could this indicate that the best fitting number of classes in a dual process model should be tested in a similar fashion as with a separate LCGA? e.g., starting with a 2x1 model, then 1x2, 2x2, 2x3 etc. until the best fitting model is found?
Bengt O. Muthen
posted on Monday, June 11, 2018 - 5:35 pm
Q1: Perhaps you need to correlate the 2 process outcomes directly at each time point to capture all their correlation.
Q2: Perhaps. But if a well-specified joint model is found, its 2 parts should probably not deviate much from the 2 separate models.
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CROATIA, a small country in the European family. Although small Croatia has a rich culture history. The most significant cultural influences come from the Central European and Mediterranean culture. Thankfully geographical position of Croatia provides plenty of potential in tourism. Indented coast with over 1200 islands with many things to see, of untouched nature to urban villas and apartments for vacation that can be rented and spend your vacation just the way you wanted to. Diving, sailing, paragliding, rafting are all additional offerings in the adventure you desire. For those a little more peaceful spirit Croatia offers several national parks and nature parks and the mountain atmosphere, because the unique offer of this country is that only half an hour away from Kvarner you can breathe fresh mountain air. One of the biggest advantages of Croatian tourist offer is rural tourism and the revival of an eco-villages where you can see an old preserved heritage and taste various local products and autochthonous flora and fauna that is very diverse from north to south. Such a small country but actually many traditions and diversity, in fact every area has its own cultural traditions and gastronomic specialties and is interesting is how many dialects and traditions have in so few kilometers but still cute how many people still to this day enjoy it and not let that their traditional customs shut down. Although Croatia has small surface area is actually a small country for a great holiday!


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Acorn Hunt
Become the leader of the Gerbils, Mice, or other creatures in a race to hoard nuts, build towns, and have fun! Watch out for Foxes, Hawks, and other nasty creatures. Get help from rolling Armadillos, stinking Skunks and many other creatures.
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440 pages
First published in 2007. Routledge is an imprint of Taylor & Francis, an informa company.
The International Library of Sociology (ILS) is the most important series of books on sociology ever published. Founded in the 1940s by Karl Mannheim, the series became the forum for pioneering research and theory, marked by comparative approaches and the identification of new directions in sociology, publishing major figures in Anglo-American and European sociology, from Durkheim and Weber to Parsons and Gouldner, and from Ossowski and Klein to Jasanoff and Walby.
Its new editors, John Holmwood (University of Nottingham, UK) and Vineeta Sinha (National University of Singapore), plan to develop the series as a truly global project, reflecting new directions and contributions outside its traditional centres, and connecting with the original aim of the series to produce sociological knowledge that addresses pressing global social problems and supports democratic debate.


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Hygrophila lacustris (potted)
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Run for Shelter 2014
EVENT DATE: Sep 20, 2014
FUNDRAISER SET UP DEADLINE: Sep 20, 2014
Wright-Way Rescue celebrates its 4th annual Run for Shelter and Family Reunion Picnic on Saturday September 20! We are excited to announce that our largest fundraising event is coming to Morton Grove in 2014!
The Run for Shelter is a 5K Walk/Run event where we invite you and your dog to join us as we celebrate the thousands of animals saved by Wright-Way Rescue.
Register for the 5K Walk/Run HERE
Are you participating in the race and want to give back to Wright-Way Rescue? Or can you not make it this year, but you still want to take part? Create a fundraising page and help Wright-Way Rescue save more homeless animals!


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RAND Database of Worldwide Terrorism Incidents
The RAND Database of Worldwide Terrorism Incidents (RDWTI) is a compilation of data from 1968 through 2009.
For 40 years, the RAND Corporation has been at the forefront of terrorism and counter-terrorism studies. In support of this work, RAND has developed and maintained a database of terrorism incidents stretching back to 1968, which provides comprehensive information on international and domestic terrorism. Over the years, many public and private sponsors have contributed to the maintenance of the RDWTI and its predecessors, the RAND Terrorism Chronology and the RAND-MIPT Terrorism Incident Database.
With over 40,000 incidents of terrorism coded and detailed, the quality and completeness of the RDWTI is remarkable. RAND staff conducted extensive research on candidate terrorist attacks, drawing on staff with regional expertise, relevant language skills, and in-country field work experience. The RDWTI is a fully searchable and interactive database, with the intention of providing quality and comprehensive data to users.
The database is free and publically accessible for research and analysis. However, all use of the data must be attributed to the RAND Database of Worldwide Terrorism Incidents.


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Sclerotherapy is generally the treatment of choice for unwanted blood vessels on the legs. A sclerosing solution called Sclerodex is injected with a very fine needle into the unwanted blood vessels. Larger vessels are treated with a foaming irritant. The irritating solution causes the lining of the vein to become inflamed and the walls to adhere to each other thereby preventing blood from flowing into the vein. Over a period of weeks, the vessel normally closes off permanently preventing further influx of blood into the vein.
**Actual patients. Individual results may vary.
**Actual patients. Individual results may vary.
Description: Injection of benign spider and varicose veins of the the legs, using a sclerosing solution to close off the vessels making them less visible.
Average Cost: $250.00-$600.00 per session dependent upon type of vessels; $150.00 for support stockings for deep vessels.
Length of Procedure: 15 to 45 minutes per treatment.
In/Outpatient: Outpatient.
Anesthesia: None.
Recovery Time: Normally return to work immediately or next day. Moderate exercise in 24 hours. May need to wear support hose or a compression wrap for two days to two weeks.
Treatment Frequency: Touch ups will be required from time to time as new veins become dilated and visible.
Risks: Bruising at injection site, pigmentation changes.
Duration of Results: Long-lasting; however, sclerotherapy does not prevent new veins from appearing.
Sclerotherapy is contraindicated in women who are pregnant or breast feeding.
Do you have another question that wasn't addressed here? Please feel free to contact us with any questions or concerns you may have!


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The individual owning this blog works for Oracle in Germany. The opinions expressed here are his own, are not necessarily reviewed in advance by anyone but the individual author, and neither Oracle nor any other party necessarily agrees with them.
Entries tagged as iTMS
Music 100songs al-deen amorphis apple Arte berlioz blogosphere bollywood bubble business c70 Charlotte classic cover coverversion deutsch Emergency Room english ER film Fundsache gadgets General genesis Grand Prix Grisu headphones humor hörempfehlung i hate sundays imix iphone ipod itunes Jamba jazz klassik klassisch klavier kommerz Liebe london meat loaf mercedes Musik bahn Braindump cebit chor divide eCommerce gedanken hamburg Internet New Economy orbit orchester Playlist Radio Remix Roche Samwer soul sun tokio hotel volvo Web2.0
From Molvaer to Lamb
Saturday, March 18. 2006
Hörempfehlung: Sylvain Chauveau - Down to the bone
Tuesday, November 15. 2005
The LKSF book
The book with the consolidated Less known Solaris Tutorials is available for download here
Web 2.0
Mon, 01.05.2017 11:21
Thank you for many interesting blog posts. Good luck with al l new endeavours!
Mon, 01.05.2017 08:58
Good luck
Fri, 28.04.2017 13:47
At least with ZFS this isn't c orrect. A rmdir for example do esn't trigger a zil_commit, as long as you don't speci [...]
Thu, 27.04.2017 22:31
You say: "The following dat a modifying procedures are syn chronous: WRITE (with stable f lag set to FILE_SYNC), C [...]


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|Scroll Stalker
|Scroll Guardian
I'm going for the local favorites...
Duke and Lauren
|Scroll Stalker
Yeah...I like them. Wanna make a bet everyone calls David and Mary "the hillbillies"? They do seem like they are trying a lot harder to prepare than everyone else. I usually like the gay couple but they just seem blah.
|Scroll Stalker
Just a reminder that it's on tonight.
|Scroll Stalker
I liked the Indian couple and Duke and Lauren. The couple from Kentucky (ouch). They seem sweet, but damn, they really are country. I also like the brothers, Edwin and Godwin.
I'm not too fond of Peter and Sarah. Don't like how she's played the handicap card only when it suited her and she's gonna have the shock of her life if she marries Peter.
|Scroller Needing Therapy
Word. He says "she's the only woman I've ever really trusted with my heart" or something. Well yes, I imagine she is. He's supportive, though, and props for that.
If I hear once that she's running the race to show that she can do everything two-footed people can do I'll start working my tv mojo for them to lose. Remember Charla? "Little people can do everything without special treatment. Hey! Where's my special treatment??" (I did like Charla, though.)
I liked the Indian couple, too. They didn't race especially well, though.
Paco Jr. and I are both of the opinion that the first elimination wasn't entirely fair. Or it didn't seem to be, anyway.
I like the hicks I think she's awesome with all the thank yous and the kindness to other teams. Is that her being dragged next week?
If that's the only eating challenge this season I'll be thrilled. I hate the volume ones. Just give me something the locals eat, in the amounts they eat, and I'm fine.
sigh...I love Race season....
I saw the first ep and i wasn't impressed with this batch of contestants..I think the could have done better..So far, i like the indian couple and the oriental bros..I can't stand the african american muslim bros...Or are they just friends can't remeber?
|Scroll Stalker
Well, I've developed a soft spot for the bumpkins. They may be country, but what kind people. Fun to watch. And go Lauren - it was so cool to see her complete that detour with her Dad cheering her on!
|Scroll Stalker
Could someone please tell me who was sent packing Sun? I had the DVR set to record and I ended up with the first 30 mins of 20/20 or Dateline and missed the last 30 mins of the race.
|Scroller Needing Therapy
The father/daughter team.
|Scroll Stalker
Noooooooo, I like them. It was because of the chic they had helping them, wasn't it?
|Scroll Stalker
Can someone tell me who was eliminated last night? I set it to record and the damn football game caused me to record half of 60 mins again so I only saw the first half. Ggggggrrrrrrrrrrrr.
|Besotted Scroller
i don't watch the show, but maybe this will help
oopsThis message has been edited. Last edited by: beauTifully tragic,
|Scroll Guardian
Oh, no one. Was a non-elimination leg. Kentucky coalmine couple came in last but the twist is that they do not need to give up their possessions. Instead they must come in 1st on the next leg or incur a 30 min penalty at the finish line. Should be next to impossible...or not.
|Besotted Scroller
doesn't sound like y'all will be unhappy with peter/sarah being eliminated.. or breaking up
|Scroll Stalker
Right you are.
|Besotted Scroller
i like erwin and godwin (the team not their names)
|Scroll Stalker
They really are super guys. You know their parents have got to be so proud of them.
|Besotted Scroller
the blondies finally went home.. partay!
|Scroll Stalker
I wanted them to win. After the 'win' brothers lost, I was hoping the Blondies would pull it off.
I can't really stand the models, just something about them is VERY shifty. Not really in their game playing so much as just, them.
I like one of the Alabama ladies, but the other is a royal bitch. She's ruined them both for me.
As for the last couple. Billy-Zane-Wannabe and his lady. I hate them and love them about 5 different times every episode. One minute he gets dangerously close to blowing a gasket, then - poof! He chills. And damn him, he's too cute when he cries over her.... I think I know why I hated him for so long.
He is me. I am him. We are we.
Cut, cut! No! Don't cut!
|Scroll Guardian
I didn't hate the blondes as much as I thought I was going to therefore I think I ended up liking them more.
I feel that I was lulled into a false sense of affection for them.
|Besotted Scroller
it must be a 'blonde thing'
|Powered by Social Strata


text:
Metadata and taxonomy are the building blocks of successful content strategy, content management and digital activation. They are also essential to understanding audience needs, personalizing the customer experience and deriving meaningful insights from content analytics. Yet for too many organizations, tagging and taxonomy strategy are still huge content operations gaps. In this webcast, you will learn b-to-b taxonomy best practices that will improve content findability, reuse and automation by combining traditional asset management processes with AI and semantic analysis.
Home » B2B Webcast Library by SiriusDecisions » The Keys to the Content Kingdom: Unlocking Your Content's Potential with Metadata, Taxonomy and Semantic AI Webcast Replay
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Now that the new year has started membership dues are being collected. This message will explain:
I. How to pay
II. Why being a paying (assidui) member is beneficial to you and the Roman Republic.
PART I: How to pay
There are two ways to pay tax (membership dues).
If you are active in the projects sponsored by the Roman Republic, you will be rewarded in Denarii. You may pay the annual membership free with this denarii. The rate set by the Senate and voted upon by all citizens this summer was 36 denarii.
Paying with denarii is easy. Here are the steps:
Step I:
Login to your citizen account here: http://romanrepublic.org/civitas/citizen/login?status=1
Step II:
Go to this link: http://romanrepublic.org/civitas/denari ... e_transfer
Note this link only works if you are logged in!
Step III:
SET "Transfer Denarii to" Collegium / Societas
SELECT "Aerarium Populi Romani - Roman Republic Treasury" in the Collegium / Societas drop down menu
TYPE "36" in the "Amount of denarii to transfer" text box
TYPE "Tax for 2017" in the "Comments explaining reason for transaction" text box
CLICK the "I agree" box.
CLICK "Submit application"
That's it. Please provide the Censores about 4 weeks to update your account as we need to do this manually.
This way provides two benefits: (I) Your tax status is updated automatically (II) You get AWARDED 36 denarii for your donation.
Step I:
Login to your citizen account here: http://romanrepublic.org/civitas/citizen/login?status=1
Step II:
Visit your citizen profile page here: http://romanrepublic.org/civitas/citizen/myProfile
Note this link only works if you are logged in!
Step III:
Click the "Provide Annual Donation / Tax" button.
Then click the "Pay by Paypal" button which appears.
Step IV:
Login to your paypal account or click pay by credit card or visa debit
Follow the instructions for PayPal payment
Step V:
Click "Return to Merchant" after payment is complete (YOU MUST CLICK THIS BUTTON TO GET THE AUTOMATED UPDATE)
This will automatically update your status to "tax paid" on your citizenship profile. 36 denarii will also be deposited in your account automatically.
PART II: Why pay the tax / membership fee
First, your donation allows the Roman Republic to grow and develop future projects. If you pay with denarii the fee is also free. If you pay by PayPal you actually EARN denarii which can be used to trade for services within the Roman Republic.
Second, you will get more say in the decisions made in the community of the Roman Republic if you pay. Your vote is worth more as you are assigned to rural tribes and lower electoral centuries. This mirrors the ancient tradition. Secondly, to stand for election or hold a position of leadership within our community requires that you are a tax paying citizen / member.
When is tax due?
It is due on July 31st. Until this time there is no immediate impact on holding a tax unpaid status. After July 31st the annual census occurs (in the modern republic it occurs annually - we can thank modern technology for that). During the census the electoral tribes and centuries are reassigned based on the tax status of all citizens reported on July 31st. You can still pay after this date, but it will not positively impact the power of your ballot.
Paying tax during the 2017 calendar year updates your status only for that calendar year. Every citizen is automatically reported as "tax unpaid" on January 1st of a new year.
Extra: How to pay tax on behalf of other citizens
There are two ways for you to pay tax for the citizens.
One in USD. First check the how much a citizen owes in tax by seeing what province they are in. Then check here to see the tax owed: download/file.php?id=357 If you wish to pay this way make a donation here: http://romanrepublic.org/civitas/denarii/purchasing corrisponding to the amount owed. I will then see to it that the denarii awarded get relocated to the citizens you paid for. After making the donation send a message to the censores for I can finalize this transaction and update the tax status.
The other way is in denarii (36 denarii / citizen). If you wish to pay in denarii then please send denarii to the treasury by going here: http://romanrepublic.org/civitas/denari ... e_transfer. Select the collegia named: Aerarium Populi Romani - Roman Republic Treasury. In the comments section of this transaction mention that you are paying the tax for other citizens and name them. After making the donation send a message here for I can finalize this transaction and update the tax status.
If you have questions please email the censores at firstname.lastname@example.com


text:
Photographer's Note
Hallstatt, Upper Austria, is a village in the Salzkammergut, a region in Austria. It is located near the Hallst�tter See (a lake). At the 2001 census, it had 946 inhabitants. Alexander Scheutz has been mayor of Hallstatt since 2009.
Hallstatt is known for its production of salt in Greek (Hals)or (Halas)], dating back to prehistoric times, and gave its name to the Hallstatt culture, a culture often linked to Celtic, Proto-Celtic, and pre-Illyrian peoples in Early Iron Age Europe, c.800�450 BCE. Some of the earliest archaeological evidence for the Celts was found in Hallstatt
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- Date Taken: 2013-11-16
- Categories: �۵M
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- Date Submitted: 2013-11-25 0:20


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Follow RFF News on your cell phone. Text follow rff to 40404 you will receive txt messages with RFF News
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Cara and Jamie team #2
who cried?
I'm so disappointed in this season, the only team I didn't want to win was T/V and thought they had an unfair advantage in the past few legs (why so many legs or episodes in China?!).
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A nice pair of shorts is crucial for most temperatures and conditions. A built-in liner to reduce chafing and keep you comfortable is helpful. And something made from a technical fabric or nylon will be light and comfortable. Stay away from cotton here if you can! And it wouldn't hurt to ensure they have some reflective areas!
It's always a good idea to be prepared for possible trouble. Keep some ID on you in case the worst happens. Throw your license or business card in your back pocket, or better yet -- use something like a RoadID that can also contain additional vital information if you're in trouble.Shop for more on RoadID.com