LMB Statistics Course 2014

statistics

 

Lectures

Name Lecture Tutorial Tutorial Answers
Use And Misuse of Statistics, And Introduction To R

Lecture 1 Introduction Use And Misuse Of Statistics (3.4 MB)

Tutorial 1 Introduction To R (142.6 KB)

Tutorial 1 Introduction To R Answers (63.7 KB)

Descriptive Statistics And Exploratory Data Analysis

Lecture 2 Descriptive Statistics And Exploratory Data Analysis (4.5 MB)

Tutorial 2 Descriptive Statistics And Exploratory Data Analysis (144.5 KB)

Tutorial 2 Descriptive Statistics And Exploratory Data Analysis Answers (84.6 KB)

Probability Theory

Lecture 3 Probability Theory (4.7 MB)

Lecture 3 Probability Theory (6.8 MB)

Tutorial 3 Probability Theory Random Variables And Distributions (141.9 KB)

Tutorial 3 Probability Theory Random Variables And Distributions Answers (110.5 KB)

Statistical Theory

Lecture 4 Statistical Theory (2.8 MB)

Lecture 4 Statistical Theory (7.6 MB)

Tutorial 4 Statistical Theory Why Is The Gaussian Distribution So Popular (110.2 KB)

Tutorial 4 Statistical Theory Why Is The Gaussian Distribution So Popular Answers (103.6 KB)

Hypothesis Testing

Lecture 5 Hypothesis Testing (2.1 MB)

Tutorial 5 Hypothesis Testing (211.8 KB)

Tutorial 5 Hypothesis Testing Answers (89.8 KB)

Linear Regression

Lecture 6 Linear Regression (1.8 MB)

Tutorial 6 Linear Regression (180.6 KB)

Tutorial 6 Linear Regression Answers (109.9 KB)