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This book provides a practical, easy-to-understand guide to carrying out multilevel regression/growth curve analysis (GCA) of time course or longitudinal data in the behavioral sciences, particularly cognitive science, cognitive neuroscience, and psychology. With a minimum of statistical theory and technical jargon, the author focuses on the concrete issue of applying GCA to behavioral science data and individual differences. Throughout the book, R code illustrates how to implement the analyses and generate the graphs. The example datasets, code, and more are available on the author's website.
This book provides a practical, easy-to-understand guide to carrying out multilevel regression/growth curve analysis (GCA) of time course or longitudinal data in the behavioral sciences, particularly cognitive science, cognitive neuroscience, and psychology. With a minimum of statistical theory and technical jargon, the author focuses on the concrete issue of applying GCA to behavioral science data and individual differences. Throughout the book, R code illustrates how to implement the analyses and generate the graphs. The example datasets, code, and more are available on the author's website.
Time Course Data. Conceptual Overview of Growth Curve Analysis. When Change over Time Is Not Linear. Structuring Random Effects. Categorical Predictors. Binary Outcomes: Logistic GCA. Individual Differences. Complete Examples. References. Index.
| Erscheinungsjahr: | 2014 |
|---|---|
| Fachbereich: | Wahrscheinlichkeitstheorie |
| Genre: | Importe, Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| ISBN-13: | 9781466584327 |
| ISBN-10: | 1466584327 |
| Sprache: | Englisch |
| Einband: | Gebunden |
| Autor: | Mirman, Daniel |
| Hersteller: | Chapman and Hall/CRC |
| Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
| Maße: | 240 x 161 x 15 mm |
| Von/Mit: | Daniel Mirman |
| Erscheinungsdatum: | 24.02.2014 |
| Gewicht: | 0,455 kg |
Time Course Data. Conceptual Overview of Growth Curve Analysis. When Change over Time Is Not Linear. Structuring Random Effects. Categorical Predictors. Binary Outcomes: Logistic GCA. Individual Differences. Complete Examples. References. Index.
| Erscheinungsjahr: | 2014 |
|---|---|
| Fachbereich: | Wahrscheinlichkeitstheorie |
| Genre: | Importe, Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| ISBN-13: | 9781466584327 |
| ISBN-10: | 1466584327 |
| Sprache: | Englisch |
| Einband: | Gebunden |
| Autor: | Mirman, Daniel |
| Hersteller: | Chapman and Hall/CRC |
| Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
| Maße: | 240 x 161 x 15 mm |
| Von/Mit: | Daniel Mirman |
| Erscheinungsdatum: | 24.02.2014 |
| Gewicht: | 0,455 kg |