Statistics - Prof. Richard B. Goldstein

JavaScript - Help/Examples

1. Descriptive Statistics
2. Discrete Simulation
3. Random Number Generation
4. Statistical Testing for Randomness
5. Convolution - Sum of Identically Distributed R.V.'s
6. Convolution - Sum of any 2 Random variables
7. Distributions - continuous (normal, student-t, etc); discrete (binomial, Poisson, etc.)
   with and without sliders for table look-up and graphics

Animations

1. Power Function Animation of the Normal Mean Test
2. Convolution - Sample Distribution 640 x 480

Excel

1. Discrete & Continuous Distributions using scroll bar
2. Continuous Distributions
3. Data - normality tests on LDH (lactate dehydrogenase)
4. Data - Framingham Heart Study (cholesterol)

PDF Files

1. Statistics - Introduction
2. Historical Tables
3. Descriptive Statistics
4. Histograms and Descriptive Statistics in Excel
5. Excel - Descriptive/Distributions/Matrix Functions
6. Box Plots / Box-and-Whisker Diagrams
7. Outliers
8. Probability - Outline
9. Probability models
10. Probability Distributions - discrete & continuous
11. Probability Distributions - (abbreviated - math 217)
12. Random Variables & Probability Distributions using Excel
13. Binomial, Poisson, Normal Distribution Notes
14. Gamma and Beta Function
15. Continuous Distributions - moments by calculus
16. Johnson's Family of Distributions
17. Karl Pearson's Family of Distributions
18. Interrelationships between Distributions
19. Functions of a Random Variable & Moment Generating Functions
20. Sample Distributions
21. Populations vs. Samples
22. Estimation
23. Theorems of Probability
24. Hypothesis Testing
25. Regression/Correlation
26. Linear Regression Example
27. Multiple Regression Example
28. Analysis of Variance notes
29. Anova & Kruskal-Wallis example
30. Test of Proportions and Goodness of Fit
31. Non-Parametric Tests
32. Testing for Normality
33. Bivariate Distributions
34. Multivariate Normal

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