Approximations for two-dimensional discrete scan statistics in some   block-factor type dependent models
  We consider the two-dimensional discrete scan statistic generated by a block-factor type model obtained from i.i.d. sequence. We present an approximation for the distribution of the scan statistics and the corresponding error bounds. A simulation study illustrates our methodology. 
Alexandru Amarioarei and Cristian Preda
stat.CO stat.AP