Subjects under study are recruited from the sleep unit of the "Hospital Universitario Río Hortega" (HURH) from Valladolid (Spain). All subjects are derived to the sleep unit due to suspicion of suffering from SAHS. The whole population set is subsequently divided into training set and test set. The training set is used to compose the regression model, whereas the test set is used to further assess its performance.