Search Results for "cdf"

...Any miRNAs with P-value<0.05 are considered statistically significant. Remaining miRNAs which did not fit in linear model are further analyzed in two different methods: (1) if the number of time points <3, CDF of the normal distribution, and (2) if the number of time points is >= 3, ANOVA is utilized. http://www.gigasciencejournal.com/content/3/1/20

...With GUI and command line interfaces, it can do log, PPM, and/or RPKM (if lengths provided) transformations, as well as, statistical analysis for differential expression, using the negative binomial cumulative distribution function (CDF) or the R test statistic introduced for EST analysis by Stekel, et al. Output allows for decisions based on CDF probabilities, top R values, or comparison of R values with randomized data. Comparisons are the believability metric of Stekel et al, or observed vs expected R at a given mean expression. Randomization is through Poisson or negative binomial distributions, or column shuffling.