Multilevel Model Foundations

Released on by Ralph B. Taylor
preview-18

  • Multilevel Model Foundations Book Detail

  • Author : Ralph B. Taylor
  • Release Date : 2023-12-07
  • Publisher : Taylor & Francis
  • Genre : Psychology
  • Pages : 179
  • ISBN 13 : 1003823491
  • File Size : 24,24 MB
DOWNLOAD BOOK

Multilevel Model Foundations by Ralph B. Taylor PDF Summary

Book Description: This book introduces the foundations of multilevel models, using Monopoly® rent data, from the classic board game, and the statistical program Stata®. Widespread experience with the game means many readers have a head start on understanding these models. The small-data set, 132 rent values for 22 properties clustered by the four sides of the playing board, combines with extensive graphical displays of data and results so all readers can see core multilevel ideas in action at a granular level. Two chapters on standard statistical models, one-way analysis of variance and multiple regression, help readers see how multilevel models rely on but also extend these monolevel ideas. Chapters present three basic multilevel models for cross-sectional analyses – analysis of variance, analysis of covariance, and random coefficients regression – and one basic developmental model for longitudinal analyses. Troubleshooting guidance, combined with close examination of data patterns, and careful inspection of model parameters, all help readers better grasp what model results mean, when model results should or should not be trusted, and how model results link back to core theoretical questions. Consequently, readers will develop a sense of best practices for building and diagnosing their own multilevel models. Those who complete the volume can readily apply what they have learned to more complex datasets and models and adapt available online Stata do files to those projects. Any social scientist working with data clustered in time, in space, or in both, and seeking to learn more about how to use, interpret, or teach these models, will find the book useful.

Disclaimer: www.yourbookbest.com does not own Multilevel Model Foundations books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Multilevel Model Foundations

Multilevel Model Foundations

File Size : 45,45 MB
Total View : 6269 Views
DOWNLOAD

This book introduces the foundations of multilevel models, using Monopoly® rent data, from the classic board game, and the statistical program Stata®. Widespr

Multilevel Modeling

Multilevel Modeling

File Size : 50,50 MB
Total View : 9267 Views
DOWNLOAD

Multilevel Modeling is a concise, practical guide to building models for multilevel and longitudinal data. Author Douglas A. Luke begins by providing a rational

The SAGE Handbook of Multilevel Modeling

The SAGE Handbook of Multilevel Modeling

File Size : 29,29 MB
Total View : 2218 Views
DOWNLOAD

In this important new Handbook, the editors have gathered together a range of leading contributors to introduce the theory and practice of multilevel modeling.