Introduction to Statistics

This is a collection of terms and definitions from Kristians statistics course.

Contents

• Descriptive Statistics
• Types of Variables
• Centrality and Dispersion
• Frequencies and Pivots
• Probability
• Distributions
• Expectation Values
• Combinatorics
• Linear Regression
• Correlation

Project Assignment

• Exploratory Data Analysis

Exercises

• Session 1: Centrality and Dispersion
• Session 2: Frequencies and Pivots
• Session 3: Probability
• Session 4: Distributions
• Using Distributions
• Session 6: Linear Relationships
• Sampling
• Session 7: Confidence
• Session 8. Time Series Data

License

Usable under the conditions of the Creative Commons Attribution Share-alike License 4.0 (CC-BY-SA 4.0). See creativecommons.org for details

Kristian Rother, Malte Bonart and Stefan Roth contributed to the content.