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Beginning Statistics

 

Chapter 1: Introduction to Statistics

Click to Expand/Collapse! 1.1 Getting Started
Click to Expand/Collapse! 1.2 Data Classification
Click to Expand/Collapse! 1.3 The Process of a Statistical Study
Click to Expand/Collapse! 1.4 How to Critique a Published Study

Chapter 2: Graphical Descriptions of Data

Click to Expand/Collapse! 2.1 Frequency Distributions
Click to Expand/Collapse! 2.2a Graphical Displays of Data: Pie Charts and Bar Graphs
Click to Expand/Collapse! 2.2b Graphical Displays of Data: Histograms, Polygons, Stem and Leaf Plots
Click to Expand/Collapse! 2.3 Analyzing Graphs

Chapter 3: Numerical Descriptions of Data

Click to Expand/Collapse! 3.1 Measures of Center
Click to Expand/Collapse! 3.2a Measures of Dispersion
Click to Expand/Collapse! 3.2b Applying the Standard Deviation
No video available.

Click to Expand/Collapse! 3.3 Measures of Relative Position

Chapter 4: Probability, Randomness, and Uncertainty

Click to Expand/Collapse! 4.1 Introduction to Probability
Click to Expand/Collapse! 4.2 Addition Rules for Probability
Click to Expand/Collapse! 4.3 Multiplication Rules for Probability
Click to Expand/Collapse! 4.4 Combinations and Permutations
Click to Expand/Collapse! 4.5 Combining Probability and Counting Techniques

Chapter 5: Discrete Probability Distributions

Click to Expand/Collapse! 5.1 Discrete Random Variables
Click to Expand/Collapse! 5.2 Binomial Distribution
Click to Expand/Collapse! 5.3 Poisson Distribution
Click to Expand/Collapse! 5.4 Hypergeometric Distribution

Chapter 6: Normal Probability Distributions

Click to Expand/Collapse! 6.1 Introduction to the Normal Distribution
Click to Expand/Collapse! 6.2 Finding Area Under a Normal Distribution
Click to Expand/Collapse! 6.3 Finding Probability Using a Normal Distribution
Click to Expand/Collapse! 6.4 Finding Values of a Normally Distributed Random Variable
Click to Expand/Collapse! 6.5 Approximating a Binomial Distribution Using a Normal Distribution

Chapter 7: The Central Limit Theorem

Click to Expand/Collapse! 7.1 Introduction to the Central Limit Theorem
No video available.

Click to Expand/Collapse! 7.2 Central Limit Theorem with Means
Click to Expand/Collapse! 7.3 Central Limit Theorem with Proportions

Chapter 8: Confidence Intervals

Click to Expand/Collapse! 8.1 Estimating Population Means (Sigma Known)
Click to Expand/Collapse! 8.2 Student's t-Distribution
Click to Expand/Collapse! 8.3 Estimating Population Means (Sigma Unknown)
Click to Expand/Collapse! 8.4 Estimating Population Proportions
Click to Expand/Collapse! 8.5 Estimating Population Variances

Chapter 9: Confidence Intervals for Two Samples

Click to Expand/Collapse! 9.1 Comparing Two Population Means (Sigma Known)
Click to Expand/Collapse! 9.2 Comparing Two Population Means (Sigma Unknown)
Click to Expand/Collapse! 9.3 Comparing Two Population Means (Sigma Unknown, Dependent Samples)
Click to Expand/Collapse! 9.4 Comparing Two Population Proportions
Click to Expand/Collapse! 9.5 Comparing Two Population Variances

Chapter 10: Hypothesis Testing

Click to Expand/Collapse! 10.1 Fundamentals of Hypothesis Testing
Click to Expand/Collapse! 10.2 Hypothesis Testing for Population Means (Sigma Known)
Click to Expand/Collapse! 10.3 Hypothesis Testing for Population Means (Sigma Unknown)
Click to Expand/Collapse! 10.4 Hypothesis Testing for Population Proportions
Click to Expand/Collapse! 10.5 Hypothesis Testing for Population Variances
Click to Expand/Collapse! 10.6 Chi-Square Test for Goodness of Fit
Click to Expand/Collapse! 10.7 Chi-Square Test for Association

Chapter 11: Hypothesis Testing (Two or More Populations)

Click to Expand/Collapse! 11.1 Hypothesis Testing: Two Population Means (Sigma Known)
Click to Expand/Collapse! 11.2 Hypothesis Testing: Two Population Means (Sigma Unknown)
Click to Expand/Collapse! 11.3 Hypothesis Testing: Two Population Means (Sigma Unknown, Dependent Samples)
Click to Expand/Collapse! 11.4 Hypothesis Testing: Two Population Proportions
Click to Expand/Collapse! 11.5 Hypothesis Testing: Two Population Variances
Click to Expand/Collapse! 11.6 ANOVA (Analysis of Variance)

Chapter 12: Regression, Inference, and Model Building

Click to Expand/Collapse! 12.1 Scatter Plots and Correlation
Click to Expand/Collapse! 12.2 Linear Regression
Click to Expand/Collapse! 12.3 Regression Analysis
Click to Expand/Collapse! 12.4 Multiple Regression Equations

Appendix

Click to Expand/Collapse! A.1 Constructing Samples
Click to Expand/Collapse! A.2 Games of Chance
Click to Expand/Collapse! A.3 Name that Distribution
Click to Expand/Collapse! A.4 Type II Errors
No video available.

Click to Expand/Collapse! A.5 Direct Mail
Click to Expand/Collapse! A.6 Hypothesis Testing Means (z Value)
Click to Expand/Collapse! A.7 Hypothesis Testing Proportions (z Value)
Click to Expand/Collapse! A.8 ANOVA Regression
Click to Expand/Collapse! A.9 R-Charts
Click to Expand/Collapse! A.10 p-Charts
Click to Expand/Collapse! A.11 c-Charts
Click to Expand/Collapse! A.12 Mean Charts Using Range
Click to Expand/Collapse! A.13 Mean Charts Using s
Click to Expand/Collapse! A.14 Introduction to Estimating Population Means