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Statistics (Classical)

 

Chapter 1: Data and Problem Solving

Click to Expand/Collapse! 1.1 Getting Started
Click to Expand/Collapse! 1.2 Level of Measurement
Click to Expand/Collapse! 1.3 The Process of a Statistical Study
Click to Expand/Collapse! 1.4 The Reality of Conducting a 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 Constructing Samples
Click to Expand/Collapse! 3.4 Measures of Relative Position

Chapter 4: Probability, Randomness, and Uncertainty

Click to Expand/Collapse! 4.1 Classical Probability
Click to Expand/Collapse! 4.2a Probability Rules: Properties, the Complement, and Addition Rules
Click to Expand/Collapse! 4.2b Probability Rules: Independence, Multiplication Rules, and Conditional Probability
Click to Expand/Collapse! 4.3 Counting Rules
Click to Expand/Collapse! 4.4 Additional Counting Techniques

Chapter 5: Types of Discrete Random Variables

Click to Expand/Collapse! 5.1 Discrete Random Variables
Click to Expand/Collapse! 5.2 The Binomial Distribution
Click to Expand/Collapse! 5.3 The Poisson Distribution
Click to Expand/Collapse! 5.4 The Hypergeometric Distribution
Click to Expand/Collapse! 5.5 Games of Chance

Chapter 6: Continuous Random Variables

Click to Expand/Collapse! 6.1 Introduction to the Normal Curve
Click to Expand/Collapse! 6.2 Reading a Normal Curve Table
Click to Expand/Collapse! 6.3 The Normal Distribution
Click to Expand/Collapse! 6.4 Find the Value of z
Click to Expand/Collapse! 6.5 Find the Value of t
Click to Expand/Collapse! 6.6 Name that Distribution

Chapter 7: Samples and Sampling Distributions

Click to Expand/Collapse! 7.1 Sampling Distributions Simulation
No video available.

Click to Expand/Collapse! 7.2 Sampling Distributions: Proportions
Click to Expand/Collapse! 7.3 Sampling Distributions: Means
Click to Expand/Collapse! 7.4 Approximating the Binomial Distribution Using the Normal Distribution

Chapter 8: Estimating Means and Proportions

Click to Expand/Collapse! 8.1 Estimating Proportions
Click to Expand/Collapse! 8.2 Introduction to Estimating Population Means
Click to Expand/Collapse! 8.3 Estimating Means: Sigma Known
Click to Expand/Collapse! 8.4 Estimating Means: Sigma Unknown
Click to Expand/Collapse! 8.5 Estimating Population Variance

Chapter 9: Hypothesis Testing

Click to Expand/Collapse! 9.1a Fundamentals of Hypothesis Testing and Types of Errors
Click to Expand/Collapse! 9.1b Type II Errors
No video available.

Click to Expand/Collapse! 9.2 Hypothesis Testing Proportions: P Value
Click to Expand/Collapse! 9.3 Hypothesis Testing Proportions: z Value
Click to Expand/Collapse! 9.4 Hypothesis Testing Means: P Value
Click to Expand/Collapse! 9.5 Hypothesis Testing Means: z Value
Click to Expand/Collapse! 9.6 Hypothesis Testing Means: t Value
Click to Expand/Collapse! 9.7 Direct Mail
Click to Expand/Collapse! 9.8 Hypothesis Testing about a Population Variance
Click to Expand/Collapse! 9.9 Chi-Square Test for Association
Click to Expand/Collapse! 9.10 Chi-Square Test for Goodness of Fit

Chapter 10: Hypothesis Testing (Two Populations)

Click to Expand/Collapse! 10.1 Hypothesis Testing - Two Proportions (Large Independent Samples)
Click to Expand/Collapse! 10.2 Hypothesis Testing - Two Means (Sigma Known)
Click to Expand/Collapse! 10.3 Hypothesis Testing - Two Means (Sigma Unknown)
Click to Expand/Collapse! 10.4 Hypothesis Testing - Two Means (Dependent Samples)
Click to Expand/Collapse! 10.5 Hypothesis Testing - Two Population Variances

Chapter 11: Regression, Inference, and Model Building

Click to Expand/Collapse! 11.1 Scatter Plots and Correlation
Click to Expand/Collapse! 11.2 Fitting a Linear Model
Click to Expand/Collapse! 11.3 Regression Analysis I
Click to Expand/Collapse! 11.4 Multiple Regression
Click to Expand/Collapse! 11.5 ANOVA Regression

Chapter 12: The Analysis of Variance (ANOVA)

Click to Expand/Collapse! 12.1 ANOVA

Chapter 13: Quality Control Charts

Click to Expand/Collapse! 13.1 R-Charts
Click to Expand/Collapse! 13.2 p-Charts
Click to Expand/Collapse! 13.3 c-Charts
Click to Expand/Collapse! 13.4 Mean Charts Using Range
Click to Expand/Collapse! 13.5 Mean Charts Using s

Appendix

Click to Expand/Collapse! A.1 Comparing Two Proportions (Large, Independent Samples)
Click to Expand/Collapse! A.2 Comparing Two Means (Large, Independent Samples)
Click to Expand/Collapse! A.3 Comparing Two Means (Small, Independent Samples)
Click to Expand/Collapse! A.4 Comparing Two Means (Dependent Samples)
Click to Expand/Collapse! A.5 Comparing Two Population Variances