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U*d*e*m*y Workshop in Probability and Statistics
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2017-2-25 18:15
2024-8-14 19:36
287
1.89 GB
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U*d*e*m*y
Workshop
in
Probability
and
Statistics
文件列表
01 Basic Probability and Terminology/001 Course Welcome Introductory Lecture.mp4
20.79MB
01 Basic Probability and Terminology/002 Fundamentals of Probability.mp4
12.35MB
01 Basic Probability and Terminology/003 Events and Complements.mp4
12.38MB
01 Basic Probability and Terminology/004 And Or Intersection and Union.mp4
28.49MB
01 Basic Probability and Terminology/005 Descriptive Statistics.mp4
44.79MB
01 Basic Probability and Terminology/006 Problem Set 1 Walkthrough.mp4
45.41MB
02 Joint and Conditional Probability/007 Compound Probability and Independent Events.mp4
49.78MB
02 Joint and Conditional Probability/008 Conditional Probability I.mp4
24.87MB
02 Joint and Conditional Probability/009 Conditional Probability II.mp4
23.61MB
02 Joint and Conditional Probability/010 Joint and Marginal Probabilities.mp4
31.38MB
02 Joint and Conditional Probability/011 Problem Set 2 Walkthrough.mp4
31.03MB
03 Bayes Rule Random Variables/012 Permutations and Combinations.mp4
15.8MB
03 Bayes Rule Random Variables/013 Bayes Theorem.mp4
19.68MB
03 Bayes Rule Random Variables/014 Conditional Probability Challenge Question.mp4
26.81MB
03 Bayes Rule Random Variables/015 Random Variables and Probability Distributions.mp4
19.86MB
03 Bayes Rule Random Variables/016 Expected Value.mp4
30.4MB
03 Bayes Rule Random Variables/017 Problem Set 3 Walkthrough.mp4
48.19MB
04 Probability Distributions/018 Binomial Distributions.mp4
56.85MB
04 Probability Distributions/019 Functions of Random Variables.mp4
19.53MB
04 Probability Distributions/020 Graphing Probability Distributions.mp4
13.7MB
04 Probability Distributions/021 Problem Set 4 Walkthrough.mp4
37.72MB
05 The Normal Distribution/022 The Normal Distribution.mp4
44.5MB
05 The Normal Distribution/023 Z-Scores.mp4
44.28MB
05 The Normal Distribution/024 Z-Score and Normal Distribution Examples.mp4
44.88MB
05 The Normal Distribution/025 Problem Set 5 Walkthrough.mp4
44.56MB
06 Joint Random Variables/026 Confidence Intervals.mp4
23.45MB
06 Joint Random Variables/027 Covariance and Correlation of Joint Random Variables.mp4
43.5MB
06 Joint Random Variables/028 Portfolio Analysis.mp4
30.01MB
06 Joint Random Variables/029 Variance in Joint Random Variables Example.mp4
30.5MB
06 Joint Random Variables/030 Problem Set 6 Walkthrough.mp4
34.91MB
07 Sampling/031 Sampling.mp4
33.59MB
07 Sampling/032 Sampling Distributions.mp4
29.15MB
07 Sampling/033 Proportion Sampling.mp4
19.62MB
07 Sampling/034 t-Distributions.mp4
36.16MB
07 Sampling/035 Problem Set 7 Walkthrough.mp4
51.59MB
08 Hypothesis Testing/036 Sampling and Confidence Intervals Examples.mp4
35.52MB
08 Hypothesis Testing/037 Hypothesis Testing.mp4
70.75MB
08 Hypothesis Testing/038 Problem Set 8 Walkthrough.mp4
49.07MB
09 Simple Linear Regression/039 Simple Linear Regression.mp4
35.86MB
09 Simple Linear Regression/040 Analyzing Regression Output.mp4
64.94MB
09 Simple Linear Regression/041 Additional Regression Concepts.mp4
24.1MB
09 Simple Linear Regression/042 Prediction and Confidence Intervals in Regression.mp4
30.94MB
09 Simple Linear Regression/043 Regression Assumptions.mp4
21.21MB
09 Simple Linear Regression/044 Problem Set 9 Walkthrough.mp4
61.4MB
10 Multiple Regression/045 Multiple Regression 3223.mp4
57.52MB
10 Multiple Regression/046 Dummy and Time-Lagged Variables.mp4
21.71MB
10 Multiple Regression/047 Transformations.mp4
14.14MB
10 Multiple Regression/048 Multiple Regression Case Study.mp4
43.62MB
10 Multiple Regression/049 Analysis of Variance ANOVA.mp4
31.71MB
10 Multiple Regression/050 Problem Set 10 Walkthrough.mp4
54.75MB
11 Decision Analysis/051 Decision Analysis I Decision Trees.mp4
23.86MB
11 Decision Analysis/052 Decision Analysis II The Value of Information.mp4
19.99MB
11 Decision Analysis/053 Problem Set 11 Walkthrough.mp4
115.97MB
11 Decision Analysis/054 Concluding Lecture.mp4
34.56MB
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