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  • ​Basic Probability

 

  • ​Random Variables

 

  • Basics of Linear Model

 

  • ​Statistical Hypothesis Testing

 

  • ​Interval Estimation

 

  • ​ANOVA: One-way Fixed Effect Model

 

  • ​ANOVA: One-way Random Effect Model

 

  • ​Regression: Test for Identical Regression Lines

 

  • ​ANCOVA: One & Two way model with one concomitant variable

 

  • ​Curve of Concentration: Gini's Coefficient

 

  • Eigen values: Cayley-Hamilton Theorem

 

  • Multiple Regression: Some Hypotheses Testing

  • Misuses & abuses of Statistics

 

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