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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)