Computerized Adaptive and Multistage Testing with R Using Packages catR and mstR

Computerized Adaptive and Multistage Testing with R Using Packages catR and mstR / by David Magis, Duanli Yan, Alina A. von Davier.

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...

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Bibliographic Details
Main Authors: Magis, David (Author), Yan, Duanli (Author), von Davier, Alina A. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Series:Use R!,
Springer eBook Collection.
Subjects:
Statistics .
Assessment.
Psychometrics.
Educational psychology.
Education—Psychology.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • 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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