Computerized Adaptive and Multistage Testing with R
Using Packages catR and mstR
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ISBN-13:
9783319887357
Veröffentl:
2018
Einband:
Paperback
Erscheinungsdatum:
04.09.2018
Seiten:
192
Autor:
David Magis
Gewicht:
300 g
Format:
235x155x11 mm
Serie:
Use R!
Sprache:
Englisch
Beschreibung:
The goal of this guide and manual is to provide a practical and brief overview of the theory on computerized adaptive testing (CAT) and multistage testing (MST) and to illustrate the methodologies and applications using R open source language and several data examples. Implementation relies on the R packages catR and mstR that have been already or are being developed by the first author (with the team) and that include some of the newest research algorithms on the topic.
Provides exhaustive descriptions of CAT and MST processes in an R environmentGuides users to simulate and implement CAT and MST using R for their applicationsSummarizes the latest developments and challenges of packages catR and mstRProvides R packages catR and mstR and illustrates to users how to do CAT and MST simulations and implementations using R
Foreword.- Preface.- Ch 1 Overview of Adaptive Testing.- Ch 2 An Overview of Item Response Theory.- Part 1 Item-Level Computerized Adaptive Testing.- Ch 3 An Overview of Computerized Adaptive Testing.- Ch 4 Simulations of Computerized Adaptive Tests.- Ch 5 Examples of Simulations using catR.- Part 2 Computerized Multistage Testing.- Ch 6 An Overview of Computerized Multistage testing.- Ch 7 Simulations of Computerized Multistage Tests.- Ch 8 Examples of Simulations using mstR.- Index.
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