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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 (pptx)
Tutorial: Introduction to R Rob Nicholls – nicholls@mrc-lmb.cam.ac.uk MRCLMBStatistics Course 2014 (pdf)
Tutorial 1: Introduction to R (pdf)
Descriptive Statistics And Exploratory Data Analysis
Lecture 2 Descriptive Statistics And Exploratory Data Analysis (pptx)
Tutorial 2: Descriptive Statistics (pdf)
Tutorial 2: Descriptive Statistics (pdf)
Probability Theory
Probability Theory Random Variables and Distributions Rob Nicholls (pdf)
Lecture 3 Probability Theory (pptx)
Tutorial 3: Probability Theory, (pdf)
Tutorial 3 Probability Theory Random Variables And Distributions Answers (pdf)
Statistical Theory
Statistical Theory; Why is the Gaussian Distribution so popular? Rob Nicholls (pdf)
Lecture 4 Statistical Theory (pptx)
Tutorial 4: Statistical Theory; (pdf)
Tutorial 4: Statistical Theory; (pdf)
Hypothesis Testing
Elementary hypothesis testing • Introduction • Some distributions related to normal distribution • Types of hypotheses • Types of errors • Critical regions (pdf)
Tutorial 5: Hypothesis Testing (pdf)
Tutorial 5: Hypothesis Testing – (pdf)
Linear Regression
Lecture 6 Linear Regression (ppt)
Tutorial 6: Linear Regression (pdf)
Tutorial 6: Linear Regression – (pdf)