Power and Sample Size in R (Chapman & Hall/CRC Biostatistics Series) - Image 1

£69.99

Chapman and Hall/CRC Power and Sample Size in R (Chapman & Hall/CRC Biostatistics Series)

Name: Power and Sample Size in R (Chapman & Hall/CRC Biostatistics Series)
Brand: Chapman and Hall/CRC
Price: 69.57 GBP
Availability: InStock

Software & Graphics

Price History & Forecast

Last 36 days • 36 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 36 days • 1 price levels

Days at Price

Price Analysis

Most common price: £70 (36 days, 100.0%)

Price range: £70 - £70

Price levels: 1 different prices over 36 days

Description

Power and Sample Size in R guides the reader through power and sample size calculations for a wide variety of study outcomes and designs and illustrates their implementation in R software. It is designed to be used as a learning tool for students as well as a resource for experienced statisticians and investigators. The book begins by explaining the process of power calculation step by step at an introductory level and then builds to increasingly complex and varied topics. For each type of study design, the information needed to perform a calculation and the factors that affect power are explained. Concepts are explained with statistical rigor but made accessible through intuition and examples. Practical advice for performing sample size and power calculations for real studies is given throughout. The book demonstrates calculations in R. It is integrated with the companion R package powertools and also draws on and summarizes the capabilities of other R packages. Only a basic proficiency in R is assumed. Topics include comparison of group means and proportions; ANOVA, including multiple comparisons; power for confidence intervals; multistage designs; linear, logistic and Poisson regression; crossover studies; multicenter, cluster randomized and stepped wedge designs; and time to event outcomes. Chapters are also devoted to designing noninferiority, superiority by a margin and equivalence studies and handling multiple primary endpoints. By emphasizing statistical thinking about the factors that influence power for different study designs and outcomes as well as providing R code, this book equips the reader with the knowledge and tools to perform their own calculations with confidence. Supplemental material available at: https://powerandsamplesize.org/. Key Features: Explains power and sample size calculation for a wide variety of study designs and outcomes Suitable for both students and experienced researchers Highlights key factors influencing power and provides practical tips for designing real studies Includes extensive examples with R code

Product Specifications

Brand: Chapman and Hall/CRC
Format: hardcover
ASIN: 1138591629
Category: Books > Subjects > Computing & Internet > Software & Graphics
Domain: Amazon UK
Release Date: 06 February 2025
Listed Since: 30 July 2024

Barcode

No barcode data available

Chapman and Hall/CRC Power and Sample Size in R (Chapman & Hall/CRC Biostatistics Series)

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Power Analysis of Trials with Multilevel Data (Chapman & Hall/CRC Interdisciplinary Statistics)

Power Analysis of Trials with Multilevel Data (Chapman & Hall/CRC Interdisciplinary Statistics)

Statistical Power Analysis for the Social and Behavioral Sciences: Basic and Advanced Techniques

Fundamentals of Causal Inference: With R (Chapman & Hall/CRC Texts in Statistical Science)

Probability, Statistics, and Data: A Fresh Approach Using R (Chapman & Hall/CRC Texts in Statistical Science)

Sample Sizes for Clinical Trials

The A-Z of Error-Free Research

ANOVA and Mixed Models: A Short Introduction Using R (Chapman & Hall/CRC The R Series)

Computational Statistics: An Introduction to R

Hybrid Frequentist/Bayesian Power and Bayesian Power in Planning Clinical Trials (Chapman & Hall/CRC Biostatistics Series)

Hybrid Frequentist/Bayesian Power and Bayesian Power in Planning Clinical Trials (Chapman & Hall/CRC Biostatistics Series)

Handbook of Statistical Methods for Randomized Controlled Trials (Chapman & Hall/CRC Handbooks of Modern Statistical Methods)

Handbook of Statistical Methods for Randomized Controlled Trials (Chapman & Hall/CRC Handbooks of Modern Statistical Methods)

Sample Size Calculations for Clustered and Longitudinal Outcomes in Clinical Research (Chapman & Hall/CRC Biostatistics Series)

Functional Data Analysis with R (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Statistical Design and Analysis of Biological Experiments (Statistics for Biology and Health)

R for Health Technology Assessment (Chapman & Hall/CRC Biostatistics Series)

Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving (Chapman & Hall/CRC The R Series)

R for Statistics

Design and Analysis of Experiments with R: 115 (Chapman & Hall/CRC Texts in Statistical Science)

Probability and Statistics for Engineering and the Sciences with Modeling using R (Textbooks in Mathematics)

Design and Analysis of Experiments and Observational Studies using R (Chapman & Hall/CRC Texts in Statistical Science)

Clinical Trial Data Analysis Using R and SAS (Chapman & Hall/CRC Biostatistics Series)

R Programming: Statistical Data Analysis in Research