Applied Multivariate Analysis with R

Learn to use R software to conduct PCAs, MDSs, cluster analyses, EFAs and to estimate SEM models.
4.09 (400 reviews)
Udemy
platform
English
language
Data & Analytics
category
Applied Multivariate Analysis with R
4,573
students
12 hours
content
Jul 2020
last update
$59.99
regular price

What you will learn

Conceptualize and apply multivariate skills and "hands-on" techniques using R software in analyzing real data.

Create novel and stunning 2D and 3D multivariate data visualizations with R.

Set up and estimate a Principal Components Analysis (PCA).

Formulate and estimate a Multidimensional Scaling (MDS) problem.

Group similar (or dissimilar) data with Cluster Analysis techniques.

Estimate and interpret an Exploratory Factor Analysis (EFA).

Specify and estimate a Structural Equation Model (SEM) using RAM notation in R.

Be knowledgeable about SEM simulation capabilities from the R SIMSEM package.

Screenshots

Applied Multivariate Analysis with R - Screenshot_01Applied Multivariate Analysis with R - Screenshot_02Applied Multivariate Analysis with R - Screenshot_03Applied Multivariate Analysis with R - Screenshot_04
555462
udemy ID
7/15/2015
course created date
11/22/2019
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