Multivariate Analysis Courses and Certifications

STAT 505: Applied Multivariate Statistical Analysis

Select and interpret multivariate methods — MANOVA, principal component analysis, factor analysis, canonical correlation, classification and clustering — writing SAS or Minitab programs to run them.

• OPEN.ED@PSU
• Self-Paced
• Free Online Course

Great Learning

Multivariate Analysis

1 rating

Explore multivariate analysis techniques and their practical implementation in Python for examining multiple variables and classifying observations.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Multivariate Probability Distributions in R

45 ratings at DataCamp

When working with data that contains many variables, we are often interested in studying the relationship between these variables using multivariate statistics.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Análisis Multivariable en SPSS

24 ratings

En este curso en línea te enseñaremos como realizar Análisis Multivariado para la toma de decisiones en los negocios, personales y en las instituciones, utilizando bases de datos multivariantes.

• edX
• 5 weeks, 4-5 hours a week
• Self-Paced
• Free Online Course (Audit)

Multivariate Statistical Analysis

Learn multivariate statistical techniques through theory, proofs, problem solving, and implementations in Excel and R.

• YouTube
• 13 hours
• Self-Paced
• Free Video

Advanced Biostatistics Multivariate Analysis

Analyze confounding, collinearity, effect modification, and variable interactions while developing multivariable models for biostatistical data.

• OpenLearning
• Self-Paced
• Paid Course

Fundamentals of Statistics

10 ratings

Develop a deep understanding of the principles that underpin statistical inference: estimation, hypothesis testing and prediction. -- Part of the MITx MicroMasters program in Statistics and Data Scien

• edX
• 17 weeks, 10-14 hours a week
• Self-Paced
• Free Online Course (Audit)

Análisis de datos empresariales con R

8 ratings

Analiza los datos con R y R Studio aplicando nuevas técnicas para tomar decisiones orientadas a los negocios, contemplando información de diversas variables simultáneamente y sé parte de la transforma

• edX
• 4 weeks, 5-8 hours a week
• Self-Paced
• Free Online Course (Audit)

NPTEL-NOC IITM

Multivariate Hypothesis: Multiple Random Variables - Part 1

Explore the fundamentals of multivariate hypothesis testing with multiple random variables in this concise first part of the series.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

statisticsmatt

Multivariate

Explore multivariate statistical methods through sign tests, normal distributions, quadratic forms, discriminant analysis, and principal components, with R applications.

• YouTube
• 6 hours
• Self-Paced
• Free Video

Análisis de datos empresariales con R

Aplica análisis multivariado —clústeres, componentes principales y análisis discriminante— a problemas empresariales con R y RStudio.

• Coursera
• 7 weeks, 2 hours a week
• Self-Paced
• Paid Course

Customer Behavior and Analytics

Apply choice modeling, conjoint analysis, propensity weighting, multidimensional scaling, factor analysis, and marketing mix models in Python to guide pricing, positioning, and budget decisions.

• Udacity
• 17 hours
• Self-Paced
• Paid Course

Introdução às Técnicas de Análise Fatorial e Conjunta de Dados

785 ratings at FGV Educação Executiva

Introdução às técnicas de análise fatorial e análise conjunta para ampliar conhecimentos em análise multivariada de dados.

• FGV Educação Executiva
• 5 hours
• Self-Paced
• Free Certificate

Introduzione all'analisi multivariata dei dati

Scopri tecniche avanzate per analizzare dati complessi: riduzione dimensionale, relazioni tra variabili multiple e applicazioni pratiche in economia e società.

• Polimi OPEN KNOWLEDGE
• 4 weeks
• Self-Paced
• Free Certificate

多元统计与SPSS软件应用

系统学习多元统计方法及其在医学数据中的 SPSS 实现，涵盖回归、生存、降维、判别与聚类分析。

• XuetangX
• Self-Paced
• Free Online Course