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Udemy Workshop in Probability and Statistics

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视频 2018-3-17 13:11 2024-10-28 06:54 174 1.89 GB 54
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Udemy Workshop in Probability and Statistics

文件列表
  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
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