Applied Longitudinal Data Analysis for Medical Science

£52.00

Applied Longitudinal Data Analysis for Medical Science

A Practical Guide

Data science and analysis: general Medical and health informatics Epidemiology and Medical statistics Probability and statistics

Author: Jos W. R. Twisk

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Language: English

Published by: Cambridge University Press

Published on: 27th April 2023

Format: LCP-protected ePub

ISBN: 9781009288019


Target Audience

Essential for non-statisticians and researchers working with longitudinal data from medical studies, this updated new edition discusses the most important techniques available for analysing data of this type.

Content Overview

Using non-technical language, the book explores simple methods such as the paired t-test and summary statistics as well as more sophisticated regression-based methods, including mixed model analysis. The emphasis of the discussion lies in the interpretation of the results of these different methods, covering data analysis with continuous, dichotomous, categorical and other outcome variables.

Practical Features

Datasets used throughout the book are provided, enabling readers to re-analyse the examples as they make their way through chapters and improve their understanding of the material. Finally, an extensive and practical overview of, and comparison between, different software packages is provided. Readers will be able to use this book as a practical manual in their everyday work without needing a strong background in statistics.

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