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Sage Publishing Sage Practical Multilevel Modeling Using R - Statistics Book

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Description

Practical Multilevel Modeling Using R by Sage Publishing offers a step-by-step guide for students to conduct their own multilevel analyses. This text provides detailed examples that address conceptual and statistical issues in a way that remains clear and relevant to those in applied disciplines. Using clearly annotated R syntax, the book demonstrates how multilevel modeling (MLM) is applied to real-world scenarios. You will see how specific modeling decisions can affect your results through practical examples. The content covers foundational basics while moving into advanced topics, including diagnostics, power analysis, and methods for detecting and handling heteroscedasticity. It is an essential resource for anyone studying advanced quantitative techniques in the social sciences.

Key Features

Sage Publishing provides a step-by-step guide designed to help students run their own multilevel analyses.

The book uses clearly annotated R syntax to illustrate how to apply multilevel modeling (MLM) effectively.

Real-world examples demonstrate how different modeling decisions can impact your final results.

Advanced topics are covered including diagnostics, power analysis, and handling heteroscedasticity.

Detailed examples explain conceptual and statistical issues for students in applied disciplines.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
12 December 2022
Listed Since
27 June 2022

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