25 July 2012

Free Online Multivariate Regression Learning Resources

Recently, I find out three comprehensive free online multivariate regression learning resources as following. Hereby I list out their table content and links so that you can have a quick look for your interested topics.
ST111: Regression and analysis of variance

  • Introduction
  • Assumptions of Regression
    • Number of cases
    • Accuracy of data
    • Missing data
    • Outliers
    • Normaility
    • Linearity
    • Homoscedasticity
    • Multicollinearity and singularity
  • Tranforming Variables
  • Simple Linear Regression
  • Standard Multiple Regression
  • Examples

  • STAT 505 - Applied Multivariate Statistical Analysis

    Shared by: Xaivier Chia


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