An appropriate sample size is crucial for the success of many studies that involve a large number of comparisons. Sample size formulas for testing multiple hypotheses are provided in this paper. They can be used to determine the sample sizes required to provide adequate power while controlling familywise error rate or false discovery rate, to derive the growth rate of sample size with respect t...

The eeect of noise in a dichotomous process is studied from the Bayesian viewpoint. Winkler's approximation to the posterior distribution in the presence of noise is shown to break down badly near the limits of its application. Information loss is measured using eeective sample size. An account of the relationship between eeective sample size/information loss and sampling data is given which di...

Sen2-Agri is a software system that was developed to facilitate the use of multi-temporal satellite data for crop classification with random forest (RF) classifier in an operational setting. It automatically ingests and processes Sentinel-2 LandSat 8 images. Our goal provide practitioners recommendations best sample size composition. The study area located Yaqui Valley Mexico. Using polygons mo...