Success probability estimation with applications to clinical trials / Daniele De Martini.

Format:

Book

Author/Creator:

De Martini, Daniele, 1965-

Language:

English

Subjects (All):

Success--Statistics.

Success.

Probabilities--Statistics.

Probabilities.

Clinical trials--Statistics.

Clinical trials.

Physical Description:

1 online resource (228 p.)

Edition:

1st edition

Place of Publication:

Hoboken, N.J. : John Wiley & Sons, c2013.

Language Note:

English

System Details:

text file

Summary:

Provides an introduction to the various statistical techniques involved in medical research and drug development with a focus on estimating the success probability of an experiment Success Probability Estimation with Applications to Clinical Trials details the use of success probability estimation in both the planning and analyzing of clinical trials and in widely used statistical tests. Devoted to both statisticians and non-statisticians who are involved in clinical trials, Part I of the book presents new concepts related to success probability estimation and their usefu

Contents:

Basic statistical tools

Reproducibility probability estimation

Sample size estimation

Robustness and corrections in sample size estimation

General parametric SP estimation

SP estimation for student's t statistical tests

SP estimation for Gaussian distributed test statistics

SP estimation for Chisquare statistical tests

General nonparametric SP estimation with applications to the Wilcoxon test.

Notes:

Description based upon print version of record.

Includes bibliographical references and indexes.

ISBN:

9781118548318

1118548310

9781118548516

1118548515

9781118548288

1118548280

OCLC:

824610060