Workshop in Probability and Statistics

[AD-TEAM]

1.89 GB | 1h 25min 16s | mp4 | 640X360 | 16:9
Genre:eLearning |Language:English

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