eBook - ePub

Applied Linear Regression for Longitudinal Data

Name: Applied Linear Regression for Longitudinal Data
ISBN: 9781000798258

With an Emphasis on Missing Observations

Frans E.S. Tan,

Shahab Jolani,

226 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Applied Linear Regression for Longitudinal Data

With an Emphasis on Missing Observations

Frans E.S. Tan,

Shahab Jolani,

About this book

This book introduces best practices in longitudinal data analysis at intermediate level, with a minimum number of formulas without sacrificing depths. It meets the need to understand statistical concepts of longitudinal data analysis by visualizing important techniques instead of using abstract mathematical formulas. Different solutions such as multiple imputation are explained conceptually and consequences of missing observations are clarified using visualization techniques. Key features include the following:

Provides datasets and examples online
Gives state-of-the-art methods of dealing with missing observations in a non-technical way with a special focus on sensitivity analysis
Conceptualises the analysis of comparative (experimental and observational) studies

It is the ideal companion for researchers and students in epidemiological, health, and social and behavioral sciences working with longitudinal studies without a mathematical background.

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Yes, you can access Applied Linear Regression for Longitudinal Data by Frans E.S. Tan,Shahab Jolani in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.