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My personal repository for Statistical Thinking course assignments, 8th semester, Computer Science Engineering.

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Statistical Thinking

About

My personal repository for Statistical Thinking course assignments, 8th semester, Computer Science Engineering, containing the five mains assignments from CC6104 - Statistical Thinking with a wide range of Statistics and Probabilities topics, such as:

  • Descriptive Statistics
  • Probabilities
  • Statistical Inference
  • Design of Experiments & Hypothesis Testing
  • Linear Regressions
  • Bayesian Inference
  • Bayesian Linear Regression, and
  • Markov Chain Monte Carlo Algorithms

Requirements

  • Download and install RStudio, or the R pluging for VSCode
  • Clone this repository locally in your computer,
  • Every /Tx folder contains the five main assignments of this course, each one involving different topics.
  • Run de .Rmd main files in order to run the codes, or just use the automatically created .html knited file.

Credits

  • Professor - Felipe Bravo
  • Student - Nicolás García Ríos

Computer Sciences Department
Faculty of Physical and Mathematical Sciences
University of Chile