Multilevel modeling methods with introductory and advanced applications
Record details
- ISBN: 164802873X
- ISBN: 9781648028731
-
Physical Description:
1 online resource.
remote - Publisher: Charlotte, NC : IAP/Information Age Publishing, Incorporated, 2022.
Content descriptions
Bibliography, etc. Note: | Includes bibliographical references. |
Formatted Contents Note: | Introduction to multilevel modeling methods: pedagogy and context / Ann. A O'Connell, D. Betsy McCoach, and Bethany A. Bell -- Section1. Organizational Data -- Introduction to multilevel models for organizational data / Bethany A. Bell and Jason A. Schoeneberger -- Evaluation of model fit and adequacy / D. Betsy McCoach, Sarah D. Newton, Anthony J. Gambino -- Causal inference in multilevel settings / Chris Rhoads and Eva Yujia Li -- Statistical power for linear multilevel models / Jessaca Spybrook, Benjamin M. Kelcey, and Nianbo Dong -- Cross-classified random-effects models / Audrey J. Leroux and S. Natasha Beretvas -- Multilevel logistic and ordinal models / Ann A. O'Connell, Meng-Ting Lo, Jessica Goldstein, H. Jane Rogers, and C.-Y. Joanne Peng -- Single and multilevel models for counts / Ann A. O'Connell, Nivedita Bhaktha, and Jing Zhang -- Section 2. Longitudinal Data -- Individual growth curve models for longitudinal data / D. Betsy McCoach, Bethany A. Bell, and Aarti P. Bellara -- Modeling nonlinear longitudinal change with mixed effects models / Jeffrey R. Harring and Shelley A. Blozis -- Within-subject residual variance-covariance structures in longitudinal data analysis / Minjung Kim, Hsien-Yuan Hsu, and Oi-man Kwok -- Modeling variation in intensive longitudinal data / Donald Hedeker and Robin J. Mermelstein -- Section 3. Design and Special Issues -- Using large-scale complex sample datasets in multilevel modeling / Laura M. Stapleton and Scott L. Thomas -- Common measurement issues in a multilevel framework / Brian F. French, W. Holmes Finch, and Thao Vo -- Missing data handling for multilevel data / Craig K. Enders and Timothy Hayes -- Multilevel mediation analysis / Nicholas J. Rockwood and Andrew F. Hayes -- Reporting results of multilevel designs / John M. Ferron, Yan Wang, Zhiyao Yi, Yue Yin, Eunsook Kim, and Robert F. Dedrick. |
Restrictions on Access Note: | NLC staff and students only. |
Source of Description Note: | Description based on online resource; title from digital title page (viewed on July 14, 2022). |
Search for related items by subject
Subject: | Quantitative research Multilevel models (Statistics) -- Research |