Modern Psychometrics with R

Modern Psychometrics with R by Patrick Mair.

This textbook describes the broadening methodology spectrum of psychological measurement in order to meet the statistical needs of a modern psychologist. The way statistics is used, and maybe even perceived, in psychology has drastically changed over the last few years; computationally as well as me...

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Bibliographic Details
Main Author: Mair, Patrick (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
Edition:1st ed. 2018.
Series:Use R!,
Springer eBook Collection.
Subjects:
Statistics .
Psychometrics.
Psychology—Methodology.
Psychological measurement.
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:
  • Classical Test Theory.-Factor Analysis
  • Path Analysis and Structural Equation Models
  • Item Response Theory
  • Preference Modeling
  • Principal Component Analysis and Extensions
  • Correspondence Analysis
  • Gifi Methods
  • Multidimensional Scaling
  • Biplots
  • Networks
  • Parametric Cluster Analysis and Mixture Regression
  • Modeling Trajectories and Time Series
  • Analysis of fMRI Data.

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