U*d*e*m*y Workshop in Probability and Statistics

1. 01 Basic Probability and Terminology/001 Course Welcome Introductory Lecture.mp420.79MB
2. 01 Basic Probability and Terminology/002 Fundamentals of Probability.mp412.35MB
3. 01 Basic Probability and Terminology/003 Events and Complements.mp412.38MB
4. 01 Basic Probability and Terminology/004 And Or Intersection and Union.mp428.49MB
5. 01 Basic Probability and Terminology/005 Descriptive Statistics.mp444.79MB
6. 01 Basic Probability and Terminology/006 Problem Set 1 Walkthrough.mp445.41MB
7. 02 Joint and Conditional Probability/007 Compound Probability and Independent Events.mp449.78MB
8. 02 Joint and Conditional Probability/008 Conditional Probability I.mp424.87MB
9. 02 Joint and Conditional Probability/009 Conditional Probability II.mp423.61MB
10. 02 Joint and Conditional Probability/010 Joint and Marginal Probabilities.mp431.38MB
11. 02 Joint and Conditional Probability/011 Problem Set 2 Walkthrough.mp431.03MB
12. 03 Bayes Rule Random Variables/012 Permutations and Combinations.mp415.8MB
13. 03 Bayes Rule Random Variables/013 Bayes Theorem.mp419.68MB
14. 03 Bayes Rule Random Variables/014 Conditional Probability Challenge Question.mp426.81MB
15. 03 Bayes Rule Random Variables/015 Random Variables and Probability Distributions.mp419.86MB
16. 03 Bayes Rule Random Variables/016 Expected Value.mp430.4MB
17. 03 Bayes Rule Random Variables/017 Problem Set 3 Walkthrough.mp448.19MB
18. 04 Probability Distributions/018 Binomial Distributions.mp456.85MB
19. 04 Probability Distributions/019 Functions of Random Variables.mp419.53MB
20. 04 Probability Distributions/020 Graphing Probability Distributions.mp413.7MB
21. 04 Probability Distributions/021 Problem Set 4 Walkthrough.mp437.72MB
22. 05 The Normal Distribution/022 The Normal Distribution.mp444.5MB
23. 05 The Normal Distribution/023 Z-Scores.mp444.28MB
24. 05 The Normal Distribution/024 Z-Score and Normal Distribution Examples.mp444.88MB
25. 05 The Normal Distribution/025 Problem Set 5 Walkthrough.mp444.56MB
26. 06 Joint Random Variables/026 Confidence Intervals.mp423.45MB
27. 06 Joint Random Variables/027 Covariance and Correlation of Joint Random Variables.mp443.5MB
28. 06 Joint Random Variables/028 Portfolio Analysis.mp430.01MB
29. 06 Joint Random Variables/029 Variance in Joint Random Variables Example.mp430.5MB
30. 06 Joint Random Variables/030 Problem Set 6 Walkthrough.mp434.91MB
31. 07 Sampling/031 Sampling.mp433.59MB
32. 07 Sampling/032 Sampling Distributions.mp429.15MB
33. 07 Sampling/033 Proportion Sampling.mp419.62MB
34. 07 Sampling/034 t-Distributions.mp436.16MB
35. 07 Sampling/035 Problem Set 7 Walkthrough.mp451.59MB
36. 08 Hypothesis Testing/036 Sampling and Confidence Intervals Examples.mp435.52MB
37. 08 Hypothesis Testing/037 Hypothesis Testing.mp470.75MB
38. 08 Hypothesis Testing/038 Problem Set 8 Walkthrough.mp449.07MB
39. 09 Simple Linear Regression/039 Simple Linear Regression.mp435.86MB
40. 09 Simple Linear Regression/040 Analyzing Regression Output.mp464.94MB
41. 09 Simple Linear Regression/041 Additional Regression Concepts.mp424.1MB
42. 09 Simple Linear Regression/042 Prediction and Confidence Intervals in Regression.mp430.94MB
43. 09 Simple Linear Regression/043 Regression Assumptions.mp421.21MB
44. 09 Simple Linear Regression/044 Problem Set 9 Walkthrough.mp461.4MB
45. 10 Multiple Regression/045 Multiple Regression 3223.mp457.52MB
46. 10 Multiple Regression/046 Dummy and Time-Lagged Variables.mp421.71MB
47. 10 Multiple Regression/047 Transformations.mp414.14MB
48. 10 Multiple Regression/048 Multiple Regression Case Study.mp443.62MB
49. 10 Multiple Regression/049 Analysis of Variance ANOVA.mp431.71MB
50. 10 Multiple Regression/050 Problem Set 10 Walkthrough.mp454.75MB
51. 11 Decision Analysis/051 Decision Analysis I Decision Trees.mp423.86MB
52. 11 Decision Analysis/052 Decision Analysis II The Value of Information.mp419.99MB
53. 11 Decision Analysis/053 Problem Set 11 Walkthrough.mp4115.97MB
54. 11 Decision Analysis/054 Concluding Lecture.mp434.56MB