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Lesson 1: Statistical Methods
1 Introduction to Statistical Concepts and Terminology
2 Populations and Samples
3 Parameters and Statistics
4 Descriptive Statistics
5 Inferential Statistics
6 Review Questions
Lesson 2: Fundamentals of Sampling Design
1 Overview
2 Introduction to Sampling Design
3 Introduction to Sampling Design cont.
4 An Introduction to Surveys
5 Common Survey Sampling Designs
6 Problems Associated With Surveys
7 Introduction to Experimental Studies
8 Simple Random Sampling
9 Systematic Random Sampling
10 Stratified Random Sampling Design
11 Sampling Design Conclusions
12 Review Questions
Lesson 3: Basic Descriptive Statistics
1 Overview
2 Introduction to Descriptive Statistics
3 Calculating the Mean or Average
4 Calculating the Median
5 Calculating the Mode
6 Describing the Spread of Data
7 Calculating the Variance
8 Calculating the Standard Deviation
9 Graphical Representation of Data
10 The Stem and Leaf Plot
11 Review Questions
Lesson 4: Inferential statistics and regression modeling
1 Overview
2 Inferential Statistics
3 Estimating or Predicting Population Parameters
4 Using a confidence interval
5 Hypothesis Testing
6 One and Two Tailed Tests
7 Comparing the Means of Two Populations
8 ANOVA or Analysis of Variance
9 Multiple Comparison Procedures
10 Regression Models and Correlation

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