Workshop in Probability and Statistics | 33B46E66B4E960F7634A83E2A1B43E4B20EA0084

Workshop in Probability and Statistics

Name	*Udemy Workshop in Probability and Statistics*	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.0 GB
Total Files	54
Hash	33B46E66B4E960F7634A83E2A1B43E4B20EA0084

/01 Basic Probability and Terminology/
001 Course Welcome Introductory Lecture.mp4	21.8 MB
002 Fundamentals of Probability.mp4	13.0 MB
003 Events and Complements.mp4	13.0 MB
004 And Or Intersection and Union.mp4	29.9 MB
005 Descriptive Statistics.mp4	47.0 MB
006 Problem Set 1 Walkthrough.mp4	47.6 MB
/02 Joint and Conditional Probability/
007 Compound Probability and Independent Events.mp4	52.2 MB
008 Conditional Probability I.mp4	26.1 MB
009 Conditional Probability II.mp4	24.8 MB
010 Joint and Marginal Probabilities.mp4	32.9 MB
011 Problem Set 2 Walkthrough.mp4	32.5 MB
/03 Bayes Rule Random Variables/
012 Permutations and Combinations.mp4	16.6 MB
013 Bayes Theorem.mp4	20.6 MB
014 Conditional Probability Challenge Question.mp4	28.1 MB
015 Random Variables and Probability Distributions.mp4	20.8 MB
016 Expected Value.mp4	31.9 MB
017 Problem Set 3 Walkthrough.mp4	50.5 MB
/04 Probability Distributions/
018 Binomial Distributions.mp4	59.6 MB
019 Functions of Random Variables.mp4	20.5 MB
020 Graphing Probability Distributions.mp4	14.4 MB
021 Problem Set 4 Walkthrough.mp4	39.6 MB
/05 The Normal Distribution/
022 The Normal Distribution.mp4	46.7 MB
023 Z-Scores.mp4	46.4 MB
024 Z-Score and Normal Distribution Examples.mp4	47.1 MB
025 Problem Set 5 Walkthrough.mp4	46.7 MB
/06 Joint Random Variables/
026 Confidence Intervals.mp4	24.6 MB
027 Covariance and Correlation of Joint Random Variables.mp4	45.6 MB
028 Portfolio Analysis.mp4	31.5 MB
029 Variance in Joint Random Variables Example.mp4	32.0 MB
030 Problem Set 6 Walkthrough.mp4	36.6 MB
/07 Sampling/
031 Sampling.mp4	35.2 MB
032 Sampling Distributions.mp4	30.6 MB
033 Proportion Sampling.mp4	20.6 MB
034 t-Distributions.mp4	37.9 MB
035 Problem Set 7 Walkthrough.mp4	54.1 MB
/08 Hypothesis Testing/
036 Sampling and Confidence Intervals Examples.mp4	37.2 MB
037 Hypothesis Testing.mp4	74.2 MB
038 Problem Set 8 Walkthrough.mp4	51.5 MB
/09 Simple Linear Regression/
039 Simple Linear Regression.mp4	37.6 MB
040 Analyzing Regression Output.mp4	68.1 MB
041 Additional Regression Concepts.mp4	25.3 MB
042 Prediction and Confidence Intervals in Regression.mp4	32.4 MB
043 Regression Assumptions.mp4	22.2 MB
044 Problem Set 9 Walkthrough.mp4	64.4 MB
/10 Multiple Regression/
045 Multiple Regression 3223.mp4	60.3 MB
046 Dummy and Time-Lagged Variables.mp4	22.8 MB
047 Transformations.mp4	14.8 MB
048 Multiple Regression Case Study.mp4	45.7 MB
049 Analysis of Variance ANOVA.mp4	33.3 MB
050 Problem Set 10 Walkthrough.mp4	57.4 MB
/11 Decision Analysis/
051 Decision Analysis I Decision Trees.mp4	25.0 MB
052 Decision Analysis II The Value of Information.mp4	21.0 MB
053 Problem Set 11 Walkthrough.mp4	121.6 MB
054 Concluding Lecture.mp4	36.2 MB
Total files 54