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Title Sample size calculations in clinical research / Shein-Chung Chow, Jun Shao, Hansheng Wang, and Yuliya Lokhnygina
Edition Third edition
Published Boca Raton, FL : CRC Press, 2017

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Description 1 online resource : text file, PDF
Series Chapman & Hall/CRC biostatistics series
Chapman & Hall/CRC biostatistics series.
Contents Cover; Half Title; Published Titles; Title Page; Copyright Page; Contents; Preface; 1. Introduction; 1.1 Regulatory Requirement; 1.1.1 Adequate and Well-Controlled Clinical Trials; 1.1.2 Substantial Evidence; 1.1.3 Why At Least Two Studies?; 1.1.4 Substantial Evidence with a Single Trial; 1.1.5 Sample Size; 1.2 Basic Considerations; 1.2.1 Study Objectives; 1.2.2 Study Design; 1.2.3 Hypotheses; 1.2.3.1 Test for Equality; 1.2.3.2 Test for Noninferiority; 1.2.3.3 Test for Superiority; 1.2.3.4 Test for Equivalence; 1.2.3.5 Relationship among Noninferiority, Superiority, and Equivalence
1.2.4 Primary Study Endpoint1.2.5 Clinically Meaningful Difference; 1.3 Procedures for Sample Size Calculation; 1.3.1 Type I and Type II Errors; 1.3.2 Precision Analysis; 1.3.3 Power Analysis; 1.3.4 Probability Assessment; 1.3.5 Reproducibility Probability; 1.3.6 Sample Size Reestimation without Unblinding; 1.4 Aims and Structure of this Book; 1.4.1 Aim of this Book; 1.4.2 Structure of this Book; 2. Considerations Prior to Sample Size Calculation; 2.1 Confounding and Interaction; 2.1.1 Confounding; 2.1.2 Interaction; 2.1.3 Remark; 2.2 One-Sided Test versus Two-Sided Test; 2.2.1 Remark
2.3 Crossover Design versus Parallel Design2.3.1 Intersubject and Intrasubject Variabilities; 2.3.2 Crossover Design; 2.3.3 Parallel Design; 2.3.4 Remark; 2.4 Subgroup/Interim Analyses; 2.4.1 Group Sequential Boundaries; 2.4.2 Alpha Spending Function; 2.5 Data Transformation; 2.5.1 Remark; 2.6 Practical Issues; 2.6.1 Unequal Treatment Allocation; 2.6.2 Adjustment for Dropouts or Covariates; 2.6.3 Mixed-Up Randomization Schedules; 2.6.4 Treatment or Center Imbalance; 2.6.5 Multiplicity; 2.6.6 Multiple-Stage Design for Early Stopping; 2.6.7 Rare Incidence Rate; 3. Comparing Means
3.1 One-Sample Design3.1.1 Test for Equality; 3.1.2 Test for Noninferiority/Superiority; 3.1.3 Test for Equivalence; 3.1.4 An Example; 3.1.4.1 Test for Equality; 3.1.4.2 Test for Noninferiority; 3.1.4.3 Test for Equivalence; 3.2 Two-Sample Parallel Design; 3.2.1 Test for Equality; 3.2.2 Test for Noninferority/Superiority; 3.2.3 Test for Equivalence; 3.2.4 An Example; 3.2.4.1 Test for Equality; 3.2.4.2 Test for Noninferiority; 3.2.4.3 Test for Equivalence; 3.2.5 Remarks; 3.3 Two-Sample Crossover Design; 3.3.1 Test for Equality; 3.3.2 Test for Noninferiority/Superiority
3.3.3 Test for Equivalence3.3.4 An Example; 3.3.4.1 Therapeutic Equivalence; 3.3.4.2 Noninferiority; 3.3.5 Remarks; 3.4 Multiple-Sample One-Way ANOVA; 3.4.1 Pairwise Comparison; 3.4.2 Simultaneous Comparison; 3.4.3 An Example; 3.4.4 Remarks; 3.5 Multiple-Sample Williams Design; 3.5.1 Test for Equality; 3.5.2 Test for Noninferiority/Superiority; 3.5.3 Test for Equivalence; 3.5.4 An Example; 3.6 Practical Issues; 3.6.1 One-Sided versus Two-Sided Test; 3.6.2 Parallel Design versus Crossover Design; 3.6.3 Sensitivity Analysis; 4. Large Sample Tests for Proportions; 4.1 One-Sample Design
Summary "Like the well-regarded and bestselling second edition, Sample Size Calculations in Clinical Research, Third Edition, presents statistical procedures for performing sample size calculations during various phases of clinical research and development. This new edition will be updated throughout and will contain four entirely new chapters written especially for this edition."--Provided by publisher
Notes "A Chapman & Hall book."
Bibliography Includes bibliographical references and index
Notes Vendor-supplied metadata
Subject Clinical medicine -- Research -- Statistical methods
Drug development -- Statistical methods
Sampling (Statistics)
Sample Size
Biometry -- methods
MEDICAL -- Pharmacology.
MEDICAL -- Biostatistics.
HEALTH & FITNESS -- Holism.
HEALTH & FITNESS -- Reference.
MEDICAL -- Alternative Medicine.
MEDICAL -- Atlases.
MEDICAL -- Essays.
MEDICAL -- Family & General Practice.
MEDICAL -- Holistic Medicine.
MEDICAL -- Osteopathy.
Clinical medicine -- Research -- Statistical methods
Drug development -- Statistical methods
Sampling (Statistics)
Form Electronic book
Author Chow, Shein-Chung, 1955- editor.
Shao, Jun (Statistician), editor.
Wang, Hansheng, 1977- editor.
Lokhnygina, Yuliya, editor.
ISBN 9781315183084
1315183080
1351727125
9781351727129