Intensive longitudinal analysis of human processes

Author(s)

• Gates, Kathleen M.
• Chow, Sy-Miin
• Molenaar, Peter C. M.

Bibliographic Information

Intensive longitudinal analysis of human processes

Kathleen M. Gates, Sy-Miin Chow, Peter C.M. Molenaar

（Statistics in the social and behavioral sciences series）

CRC Press, an imprint of the Taylor & Francis Group, 2023

• : hardback

Note

Includes bibliographical references and index

Description and Table of Contents

Description

Description of time series, measurement, model building, and network methods for person-specific analysis Discussion of the statistical methods in the context of human research Empirical and simulated data examples used throughout the book R code for analyses provided as an online supplement Recorded lectures accompany each chapter

Table of Contents

1.Theory: Mathematical theorems about the relation between IAV and IEV. 2. P-Technique. 3. Vector Autoregression (VAR). 4. Dynamic Factor Analysis. 5. Model Specification and Selection Procedures.6. Models of Intraindividual Variability with Time-Varying Parameters (TVPs). 7. Control Theory Optimization of Dynamic Processes. 8. The Intersection of Network Science and IAV.

by "Nielsen BookData"

Details

• NCID: BD06685778
• ISBN:
  • 9781482230598
• Country Code: us
• Title Language Code: eng
• Text Language Code: eng
• Place of Publication: Boca Raton
• Pages/Volumes: xix, 239 p.
• Size: 25 cm
• Classification:
  • DC23 : 150.15195
• Subject Headings:
  • LCSH : Variability (Psychometrics)
  • LCSH : Psychology -- Statistical methods
  • LCSH : Human behavior -- Mathematical models
• Parent Bibliography ID:
  • BA7780554X