Multiple Regression Courses and Certifications

R Programming 101

Multiple Regression Analysis Using R Programming - From Beginning to End

Master multiple regression analysis using R programming, from basic concepts to diagnostic tests and assumption validation for accurate predictive modeling.

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

R Programming 101

Multiple Regression - Variable Selection Methods Using R

Master variable selection techniques in R for multiple regression models, including stepwise methods, multicollinearity assessment, and R-squared optimization for precise statistical analysis.

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

R Programming 101

Multiple Regression - Making Sure That Your Assumptions Are Met

Master linear regression diagnostics in R by validating model assumptions and performing multiple regression analysis to ensure statistical accuracy and reliability.

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

R Programming 101

Adding Variables to Your Multiple Regression Model in R

Master multiple regression techniques by learning to incorporate categorical and numeric variables into statistical models for enhanced data analysis and prediction.

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

R Programming 101

Multiple Regression - Dealing with Outliers and Collinearity in Data Analysis

Master statistical analysis techniques for handling outliers and collinearity in multiple regression, including identification methods and decision-making for model optimization.

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

PredictHealth's Multi-Factor Cost Models

Master advanced regression techniques to build sophisticated multi-factor prediction models with data cleaning, validation, and custom feature engineering for insurance cost analysis.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Multiple and Logistic Regression in R

In this course you'll learn to add multiple variables to linear models and to use logistic regression for classification.

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

Multiple Regression Analysis in Public Health

328 ratings at Coursera

Extend simple regression to predict outcomes using multiple variables. Practice interpreting data and performing calculations on real studies in public health and biostatistics.

• Coursera
• 14 hours
• Self-Paced
• Paid Course

R Programming 101

Multiple Regression Analysis - From Simple Linear to Complex Models

Master multiple regression analysis in R, covering variable selection, confounding, collinearity, outliers, interactions, and assumption validation for robust statistical modeling.

• YouTube
• 2 hours 19 minutes
• Self-Paced
• Free Video

Modeling with Data in the Tidyverse

Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

• 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/week
• Self-Paced
• Free Online Course (Audit)

Linear Regression and Modeling

1787 ratings at Coursera

Explore simple and multiple linear regression models using R. Learn to fit, examine, and utilize regression for analyzing relationships between variables and making predictions.

• Coursera
• 10 hours 33 minutes
• Self-Paced
• Paid Course

Six Sigma: Certified Lean Six Sigma Black Belt | Accredited

10780 ratings at Udemy

Master Lean Six Sigma Black Belt tools | Training and certification | 100k+ Lean Six Sigma Black Belt certified. Credits

• Udemy
• 7 hours 22 minutes
• Self-Paced
• Paid Course

Business Analytics

Master data analysis techniques and business intelligence tools like Tableau to transform raw data into actionable insights that drive organizational growth and informed decision-making.

• GetSmarter
• 8 weeks, 8 hours/week
• 11th May, 2026
• Paid Course

Statistics is Fun A.H

Multiple Regression and Correlation

Learn to prove partial correlation coefficient formulas, calculate variances, and derive multiple regression equations using standard deviations and correlation coefficients.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video