ChalkDust Understandable Statistcs

Course contains over 24 hours of video.

The table of contents listed below has been pulled from an older version of this course, however, it is largely representative of the material uploaded. For a wholely accurate listing feel free to consult the DVD menu once you've finished downloading.

Chapter 1
1.1 What Is Statistics?
1.2 Random Samples
1.3 Introduction to Experimental Design

Chapter 2
2.1 Bar Graphs, Circle Graphs, and Time-Series Graphs
2.2 Frequency Distributions, Histograms, and Related Topics
2.3 Stem-and-Leaf Displays

Chapter 3
3.1 Measures of Central Tendency: Mode, Median, and Mean
3.2 Measures of Variation
3.3 Mean and Standard Deviation of Grouped Data
3.4 Percentiles and Box-and-Whisker Plots

Chapter 4
4.1 What Is Probability?
4.2 Some Probability Rules-Compound Events
4.3 Trees and Counting Techniques

Chapter 5
5.1 Introduction to Random Variables and Probability Distributions
5.2 Binomial Probabilities
5.3 Additional Properties of the Binomial Distribution
5.4 The Geometric and Poisson Probability Distributions

Chapter 6
6.1 Graphs of Normal Probability Distributions
6.2 Standard Units and Areas Under the Standard Normal Distribution
6.3 Areas Under Any Normal Curve
6.4 Normal Approximation to the Binomial Distribution

Chapter 7
7.1 Sampling Distributions
7.2 The Central Limit Theorem
7.3 Sampling Distributions for Proportions

Chapter 8
8.1 Estimating a When o Is Known
8.2 Estimating u When o Is Unknown
8.3 Estimating p in the Binomial Distribution
8.4 Choosing the Sample Size
8.5 Estimating u1-u2 and p1-p2

Chapter 9
9.1 Introduction to Statistical Tests
9.2 Testing the Mean u


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Size: 25GB