0.1 Esma6661.pdf
0.2 Syllabus
0.3 Assignments
0.4 Resma3.RData (Ver 3.2)
1.1 Introduction to Statistics
1.2 Installation and updating
1.3 R basics
1.4 Programming in R
1.5 Random numbers and simulation
1.6 Graphs with ggplot2
1.7 List of base R commands
2.1 Probability Theory
2.2 Distributions in Statistics
2.3 The Likelihood Function
3.1 Introduction
3.2 More about Priors
4.1 Properties of Estimators
4.2 Methods for Finding Estimators
4.3 A Longer Example - Estimation
5.1 Hypothesis Testing Basics
5.2 Evaluating Hypothesis Tests
5.3 Methods for Finding Hypothesis Tests
5.4 A Simple Example (Exponential)
5.5 A Longer Example - Testing
6.1 Basics
6.2 Methods for Finding Interval Estimates
6.3 Prediction Intervals
6.4 Binomial Parameter p
6.5 A Longer Example - Intervals
7.1 Samplesize
7.2 Difference in Proportions
7.3 Equal Variance
7.4 Analysis of Variance (ANOVA)
7.5 Two-way Tables
7.6 Ordinary Linear Regression
7.7 Goodness of Fit Tests
7.8 Nuisance Parameters
7.9 Stochastic Processes
7.10 Approximation Methods
8.1 Basic Idea
8.2 Some Applications