Building Statistical Models in R: Linear Regression

Instructor: Arimoro Olayinka Imisioluwa

What you'll learn

  •   Build simple and multiple linear regression models
  •   Perform model assessment and interpretation of results
  •   Perform diagnostic checks to test for model assumptions

    • Skills you'll practice

  •   R Programming
  •   Data Visualization
  •   Scatter Plots
  •   Exploratory Data Analysis
  •   Predictive Modeling
  •   Regression Analysis
  •   Statistical Methods
  •   Statistical Modeling
  •   Plot (Graphics)
  •   Data Analysis

    • Data Analysis in R: Predictive Analysis with Regression

    Regression Analysis for Statistics & Machine Learning in R

    Building Regression Models with Linear Algebra

    Advanced Linear Models for Data Science 2: Statistical Linear Models

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