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: Introduction to R
Rob Nicholls – nicholls@mrc-lmb.cam.ac.uk
MRCLMBStatistics Course 2014
(0.1 MB)

Tutorial 1: Introduction to R (64 KB)

Descriptive Statistics And Exploratory Data Analysis

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

Tutorial 2: Descriptive Statistics (0.1 MB)

Tutorial 2: Descriptive Statistics (85 KB)

Probability Theory

Probability Theory
Random Variables and Distributions
Rob Nicholls
(4.7 MB)

Lecture 3 Probability Theory (6.8 MB)

Tutorial 3: Probability Theory, (0.1 MB)

Tutorial 3 Probability Theory Random Variables And Distributions Answers (0.1 MB)

Statistical Theory

Statistical Theory;
Why is the Gaussian Distribution
so popular?
Rob Nicholls
(2.8 MB)

Lecture 4 Statistical Theory (7.6 MB)

Tutorial 4: Statistical Theory; (0.1 MB)

Tutorial 4: Statistical Theory; (0.1 MB)

Hypothesis Testing

Elementary hypothesis testing
• Introduction
• Some distributions related to normal distribution
• Types of hypotheses
• Types of errors
• Critical regions
(2.1 MB)

Tutorial 5: Hypothesis Testing (0.2 MB)

Tutorial 5: Hypothesis Testing – (90 KB)

Linear Regression

Lecture 6 Linear Regression (1.8 MB)

Tutorial 6: Linear Regression (0.2 MB)

Tutorial 6: Linear Regression – (0.1 MB)