Applied Longitudinal Data Analysis for Medical Science: A Practical Guide 3e (PDF)

This updated new edition by Jos W. R. Twisk is essential for non-statisticians and researchers working with longitudinal data from medical studies. The book explores the most important techniques available for analyzing data of this type, using non-technical language. The discussion covers simple methods such as the paired t-test and summary statistics, as well as more sophisticated regression-based methods, including mixed model analysis. With an emphasis on the interpretation of results, the book covers data analysis with continuous, dichotomous, categorical, and other outcome variables. Datasets used throughout the book are provided, allowing readers to reanalyze the examples as they make their way through chapters and improve their understanding of the material. Finally, it provides a comprehensive practical overview and comparison between different software packages. This book can be used as a manual for practical work without needing a strong background in statistics.

Product Details

• Publisher ‏ : ‎ Cambridge University Press; 3rd edition (April 27, 2023)
• Language ‏ : ‎ English
• eBook Digital ‏ : ‎ 300 pages
• ISBN-10 ‏ : ‎ 1009288032
• ISBN-13 ‏ : ‎ 978-1009288033