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Codes for UT Dallas' MECO7312
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README.md
bootstrap.Rmd
lecture12.Rmd
lecture13.Rmd
lecture2.Rmd
lecture4.Rmd
lecture5.Rmd
lecture6.Rmd

README.md

meco7312

Codes for UT Dallas' MECO7312

These are R Markdown files that you can run using RStudio. https://rmarkdown.rstudio.com/

  • Lecture 2 (lecture2.Rmd): Sampling from a scalar random variable using probability integral transformation.

  • Lecture 4 (lecture4.Rmd): Gibbs sampling, sampling from a multivariate Normal.

  • Lecture 12 (lecture12.Rmd): Monte Carlo sampling. Importance sampling. Exact and asymptotic tests and power functions.

  • Bootstrap (bootstrap.Rmd): Using non-parametric bootstrapping to approximate the sampling distribution.

  • Lecture 13 (lecture13.Rmd): Implementing the Ordinary Least Squares estimator. Multicollinearity. Omitted variable bias.

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