JAMA guide to statistics and methods / edited by Edward H. Livingston, MD, Roger J. Lewis, MD, PhD

Format:

Book

Contributor:

Livingston, Edward H., editor.

Lewis, Roger J., editor.

Series:

McGraw-Hill's JAMAevidence

Language:

English

Subjects (All):

Medicine--Research--Statistical methods.

Medicine.

Medical statistics--lat.

Statistics as Topic.

Biomedical Research.

Medical Subjects:

Statistics as Topic.

Biomedical Research.

Physical Description:

1 online resource (xli, 486 pages) : illustrations

Edition:

4th ed.

Other Title:

Guide to statistics and methods

Place of Publication:

New York : McGraw-Hill Education / Medical, [2019]

Summary:

"A new, accessible guide to explanations about statistical analytic approaches and methods used in medical research from the experts at JAMA"-- Provided by publisher.

Contents:

Part I: Interventional Studies

Section I: Overall Trial Strategy Noninferiority Trials Does-Finding Trials Pragmatic Trials Cluster Randomized Trials

Section II: Clinical Trial Design Samples Size Calculation for a Hypothesis Test Minimal Clinically Importance Difference

Section III: Enrollment, Allocation of Treatment, Ethics Randomization Strategies Equipoise in Research

Section IV: Measurement of Outcome Time-to-Event Analysis Utility and Composite Outcomes Missing Data

Section V:Analysis and Interpretation of Results The Intention-to-Treat Principle Analyzing Repeated Measurements/Mixed Models Logistic Regression Logistic Regression Diagnostics Variable Selection in Regression Multiple Comparison Procedures Gatekeeping Strategies Multiple Imputation Interpretation of Clinical Trials that Stopped Early Bayesian Modeling

Section VI: Application of Results Decision Curve Analysis Methods for Evaluating Changes in Health Care Meta-Analysis Possible: Psychiatry VP loannidis

Part II: Observational Studies

Section I: Study Design Case-Control Studies Matched Case-Control Studies

Section II: Assessment of Risk Factors and Exposures Mendelian Randomization Confounding in Observational Studies Confounding by Indication

Section III: Analysis and Interpretation of Results The Propensity Score Covariate Adjustment Possible Instrumental Variable Matching Genetic Association Studies

Section IV: Application of Results Evaluation Discrimination of Risk Prediction Models.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

1-260-45533-5

OCLC:

1130061007