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r-pc-lab's Introduction

R-PC-Lab

Contents:

Probability and Statistics fundamentals

  • Random Variables and Notation
  • PDF /CDF
  • Joint PDF

Features of Probability Distributions

  • Mean
  • Variance / Standard Deviation
  • Covariance / Correlation
  • Standardisation

Excercises

Inference 1: Estimators and Bias

  • Estimators
  • Unbiasedness
  • Hypothesis Intervals

Inference 2 : Hypothesis Tests

  • Hypothesis Tests
  • P-Values

Excercises: Hypothesis Tests

OLS

r-pc-lab's People

Contributors

m-g-h avatar thiesben avatar

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