Vandeputte              Microbiomes of Crohn's disease patients and
                        healthy controls
calcWeights             Obtain weights as posterior probabilities to
                        calculate the consensus null
estNormal               Fast estimation of mean and standard deviation
                        of a normal distrbution, optionally with
                        weights
estP0                   Estimate the fraction of true null hypotheses.
getApproxCovar          Obtain a null covariance matrix of binned test
                        statistics
getFdr                  Calculate tail-area (Fdr) and local (fdr) false
                        discovery rates, based on a certain null
                        distribution
getG0                   Obtain the consensus null
getTestStats            A function to calculate observed and permuation
                        z-statistics on a n-by-p matrix of observations
getTstat                A function to obtain a t-test statistic
                        efficiently. For internal use only
plotApproxCovar         Plot an approximatio of the correlation
                        structure of the test statistics
plotNull                Plot the obtained null distribution along with
                        a histogram of observed test statistics
ptEdit                  A custom function to calculate the distribution
                        function of the t-test statistic. For internal
                        use only
qtEdit                  A custom function to calculate the quantile
                        function of the t-test statistic. For internal
                        use only
quantCorrect            Correct quantiles by not returning 0 or 1
reconsi                 Perform simultaneous inference through
                        collapsed resampling null distributions
rowMultiply             A function to efficiently row multiply a a-by-b
                        matrix by a vector of length b. More memory
                        intensive but that does not matter with given
                        matrix sizes
stabExp                 A function to numerically stabilize an
                        exponentiation. For internal use only
testDAA                 A function to test for differential absolute
                        abundance on a phyloseq object
