Applied Linear Regression for Longitudinal Data: With an Emphasis on Missing Observations (Chapman & Hall/CRC Texts in Statistical Science) - Image 1

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CRC Press Applied Linear Regression for Longitudinal Data: With an Emphasis on Missing Observations (Chapman & Hall/CRC Texts in Statistical Science)

Name: Applied Linear Regression for Longitudinal Data: With an Emphasis on Missing Observations (Chapman & Hall/CRC Texts in Statistical Science)
Brand: CRC Press
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Description

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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Brand: CRC Press
Format: hardcover
ASIN: 0367634317
Category: Books > Subjects > Health, Family & Lifestyle > Medical & Healthcare Practitioners
Domain: Amazon UK
Release Date: 09 December 2022
Listed Since: 08 June 2022

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CRC Press Applied Linear Regression for Longitudinal Data: With an Emphasis on Missing Observations (Chapman & Hall/CRC Texts in Statistical Science)

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