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Statistics

Course customized by: Statistics

Course taught by: Barak Kandell

36h

18 Downloadable Resources

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Course syllabus

1. Descriptive Statistics
Workbook
5h 54m
Introduction preview
Categorization of Variables and Measuring Scales preview
Summation preview
Measure of Central Tendency preview
Measures of Spread; Range, Variance and Standard Deviation preview
Measures of Spread; Interquartile Range preview
Data Presentation preview
BoxPlots preview
Weighted Average and Combined Variance preview
Coefficient of Variation preview
Analysis of Printout preview
2. Data Distributions and Random Variables
Workbook
11h 38m
Transformations of Measuring Scales preview
Measures of Relative Location - Standard Score preview
Measures of Relative Location - Percentiles in Categories preview
Percentiles in a Discrete Frequencies Table preview
Linear Transformations preview
The Probability Function preview
Expectation, Variance, and Standard Deviation preview
General Probabilities without Integrals preview
Normal Probability preview
3. Introduction to Sampling
Workbook
19m
Sampling Techniques preview
Statistics and Parameters preview
4. Sampling Distributions
Workbook
1h 35m
Properties of Sampling Distributions preview
The Central Limit Theorem preview
Exercises preview
5. Confidence Intervals for Sample Means
Workbook
1h 30m
The Big Idea preview
Known Population Variance preview
Unknown Population Variance preview
6. Confidence Intervals for Single Proportions
Workbook
1h 6m
Constructing Confidence Intervals preview
Determining Sample Size preview
7. Confidence Intervals for Comparing Two Proportions
Workbook
27m
Confidence Intervals for Comparing Two Proportions preview
8. Confidence Intervals for Comparing Two Sample Means
Workbook
39m
Confidence Intervals for Comparing Two Sample Means preview
9. Hypothesis Testing and Errors
Workbook
37m
The Idea of Hypothesis Testing preview
Errors preview
10. Hypothesis Testing about a Mean
Workbook
55m
Known Variance preview
Unknown Population Variance preview
11. Hypothesis Testing about a Proportion
Workbook
1h 16m
Hypothesis Testing about a Proportion preview
12. Hypothesis Testing to Compare Proportions
Workbook
30m
Hypothesis Testing to Compare Proportions preview
13. Hypothesis Testing about Difference between Means
Workbook
1h 8m
Known Population Variances preview
Unknown Population Variances with Large Samples preview
Unknown Population Variances with Small Samples preview
14. Hypothesis Testing about Paired Means
Workbook
28m
Hypothesis Testing about Paired Means preview
15. Chi-Square Tests
Workbook
57m
Chi Square Test for Goodness of Fit preview
Chi Square Test of Independence preview
16. Regression and Measures of Association
Workbook
4h 25m
Linear Measure of Association (Pearson) preview
Effect of Linear Transformation on Pearson Measure of Association preview
Linear Regression preview
Regression - Explained and Unexplained Variance preview
Cramer's Measure of Association preview
The Phi Measure of Association preview
Lamda Measure of Association preview
Spearman Measure of Association preview
Eta Measure of Association preview
17. Multiple Choice Exercises
Workbook
1h 36m
Multiple Choice Exercises preview
18. Statement Exercises
Workbook
55m
Statement Exercises preview
Mr. Barak Kandell
About

Barak Kandell is a veteran instructor of Probability Theory who has won teaching awards from both Tel Aviv University and the Academic College of Tel Aviv-Jaffa. He earned his Bachelor of Science in Industrial Engineering from Tel Aviv University in 2000, and has been supporting students to learn Probability ever since.