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Analysis of Longitudinal Data with Example [#340036]
English | 2022 | ISBN: 1498764606 | 253 pages | True PDF | 9.42 MB
Development in methodology on longitudinal data is fast. Currently, there are a lack of intermediate /advanced level textbooks which introduce students and practicing statisticians to the updated methods on correlated data inference. This book will present a discussion of the modern approaches to inference, including the links between the theories of estimators and various types of efficient statistical models including likelihood-based approaches. The theory will be supported with practical examples of R-codes and R-packages applied to interesting case-studies from a number of different areas.
Key Features:
*Includes the most up-to-date methods
*Use simple examples to demonstrate complex methods
*Uses real data from a number of areas
*Examples utilize R code
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