Modern Psychometrics with R

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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Hlavní autor: Mair, Patrick (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer International Publishing, 2018.
Vydání:1st ed. 2018.
Edice:Use R!,
Témata:
Statistics .
Psychometrics.
Psychology-Methodology.
Psychological measurement.
ISBN:9783319931777
ISSN:2197-5736
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Obsah:
  • 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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