An Introduction to the Rasch Model with Examples in R

ISBN-13: 9781032265582 / Angielski / Twarda / 2022 / 320 str.

Rudolf Debelak; Carolin Strobl; Matthew D. Zeigenfuse

Opis

This book provides a concise introduction to the topic of the Rasch model, which has become relatively well-known since it was used in the PISA study. In addition to a clear presentation of the underlying theory, the book also offers a practical introduction to fitting Rasch models by means of the freely available statistical software R.

Spis treści

1  Introduction  2 The Rasch Model  3 Parameter Estimation  4 Test Evaluation  5 Basic R Usage  6 R Package eRm  7 R Package mirt  8 R Package TAM  9 R Interface to Stan  10 Extensions to the Rasch Model  11 Models for Polytomous Responses  12 Outlook on Special Applications