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Computational Aspects of Psychometric Methods
With R
Taschenbuch von Adela Hladka (u. a.)
Sprache: Englisch

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Beschreibung

This book covers computational aspects of psychometric methods involved in developing measurement instruments and analyzing measurement data in social sciences. It covers main topics of psychometrics such as validity, reliability, item analysis, and item response theory models.

This book covers computational aspects of psychometric methods involved in developing measurement instruments and analyzing measurement data in social sciences. It covers main topics of psychometrics such as validity, reliability, item analysis, and item response theory models.

Über den Autor

Patrícia Martinková is a Senior Researcher at the Institute of Computer Science of the Czech Academy of Sciences and an Academic Researcher at Charles University. Her research spans psychometrics and statistics with a focus on mathematical, statistical, and computational aspects of measurement. She has been teaching courses on psychometric methods since 2014.

Adéla Hladká is a Postdoctoral Fellow at the Institute of Computer Science of the Czech Academy of Sciences. Her research interests include psychometrics and statistics, with a focus on differential item functioning, and software development with R.

Inhaltsverzeichnis

1. Introduction 2. Validity 3. Internal structure of test and factor analysis 4. Reliability 5. Traditional item analysis 6. Item analysis with regression models 7. Item response theory models 8. More complex IRT models 9. Differential item functioning 10. Outlook on applications and more advanced psychometric topics Appendix A. Introduction to R Appendix B. Descriptive statistics Appendix C. Distributions of random variables Appendix D. Measurement data in ShinyItemAnalysis Appendix E. Exercises

Details
Erscheinungsjahr: 2023
Fachbereich: Grundlagen (Methodik & Statistik)
Genre: Psychologie
Rubrik: Geisteswissenschaften
Medium: Taschenbuch
Seiten: 324
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780367515393
ISBN-10: 0367515393
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Hladka, Adela
Martinkova, Patricia
Hersteller: Taylor & Francis Ltd
Maße: 175 x 253 x 21 mm
Von/Mit: Adela Hladka (u. a.)
Erscheinungsdatum: 03.07.2023
Gewicht: 0,698 kg
preigu-id: 126644924
Über den Autor

Patrícia Martinková is a Senior Researcher at the Institute of Computer Science of the Czech Academy of Sciences and an Academic Researcher at Charles University. Her research spans psychometrics and statistics with a focus on mathematical, statistical, and computational aspects of measurement. She has been teaching courses on psychometric methods since 2014.

Adéla Hladká is a Postdoctoral Fellow at the Institute of Computer Science of the Czech Academy of Sciences. Her research interests include psychometrics and statistics, with a focus on differential item functioning, and software development with R.

Inhaltsverzeichnis

1. Introduction 2. Validity 3. Internal structure of test and factor analysis 4. Reliability 5. Traditional item analysis 6. Item analysis with regression models 7. Item response theory models 8. More complex IRT models 9. Differential item functioning 10. Outlook on applications and more advanced psychometric topics Appendix A. Introduction to R Appendix B. Descriptive statistics Appendix C. Distributions of random variables Appendix D. Measurement data in ShinyItemAnalysis Appendix E. Exercises

Details
Erscheinungsjahr: 2023
Fachbereich: Grundlagen (Methodik & Statistik)
Genre: Psychologie
Rubrik: Geisteswissenschaften
Medium: Taschenbuch
Seiten: 324
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780367515393
ISBN-10: 0367515393
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Hladka, Adela
Martinkova, Patricia
Hersteller: Taylor & Francis Ltd
Maße: 175 x 253 x 21 mm
Von/Mit: Adela Hladka (u. a.)
Erscheinungsdatum: 03.07.2023
Gewicht: 0,698 kg
preigu-id: 126644924
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