Intensive longitudinal analysis of human processes

著者

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

書誌事項

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

注記

Includes bibliographical references and index

内容説明・目次

内容説明

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

目次

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.

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BD06685778
• ISBN:
  • 9781482230598
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Boca Raton
• ページ数/冊数: xix, 239 p.
• 大きさ: 25 cm
• 分類:
  • DC23 : 150.15195
• 件名:
  • LCSH : Variability (Psychometrics)
  • LCSH : Psychology -- Statistical methods
  • LCSH : Human behavior -- Mathematical models
• 親書誌ID:
  • BA7780554X