/STATS-10

My work for UCLA's introductory statistical reasoning course.

Primary LanguageR

STATS 10: Introduction to Statistical Reasoning

This repository contains my work and course material for STATS 10, taken under Professor Bingling Wang in Winter 2022.

Software used: R (RStudio).

Course Material

  • Statistical Investigative Process
  • Role of Data
  • Experiment Design
  • Descriptive Statistics
  • Inferential Statistics
  • Data Handling Techniques
  • Statistical Packages
  • Statistical Inference

The course comprised of five labs, the content of which can be found in Labs/. The labs are based on Peter Dalgaard's "Introductory Statistics with R" (2nd Edition).

  1. R Basics and Working with Data
  2. Data Cleaning: Preparation and Visualization
  3. Linear Regression, Probability, and Sampling
  4. Simulation, Sampling, and the Central Limit Theorem
  5. Hypothesis Testing Bonanza!