Simultaneous Statistical Inference

• The problem of simultaneous inference.- Part I General Theory.- Some theory of p-values.- Classes of multiple test procedures.- Simultaneous test procedures.- Stepwise rejective multiple tests.- Multiple testing and binary classification.- Multiple testing and model selection.- Software solutions for multiple hypotheses testing.- Part II From Genotype to Phenotype.- Genetic association studies.- Gene expression analyses.- Functional magnetic resonance imaging.- Part III Further Applications in the Life Sciences.- Further life science applications.

“Thorsten Dickhaus’ Simultaneous StatisticalInference is without a doubt the most thorough yet concise roundup ofmultiple-test procedures that has come out in many years. … It is all the moreworthwhile reading for statistical researchers, who will be guided through themaze of multiple-testing approaches that have accumulated over the pastdecades. … a rich source of inspiration for anyone who has some mathematicalbackground and seeks a deep understanding of state-of-the-art simultaneousinference.” (Philip Pallmann, Biometrical Journal, Vol. 57 (6), 2015)