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种子名称： Udemy Workshop in Probability and Statistics
文件类型： 视频
文件数目： 54个文件
文件大小： 1.89 GB
收录时间： 2018-3-17 13:11
已经下载： 3次
资源热度： 151
最近下载： 2024-7-22 08:15

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Udemy Workshop in Probability and Statistics.torrent

01 Basic Probability and Terminology/001 Course Welcome Introductory Lecture.mp420.79MB

01 Basic Probability and Terminology/002 Fundamentals of Probability.mp412.35MB

01 Basic Probability and Terminology/003 Events and Complements.mp412.38MB

01 Basic Probability and Terminology/004 And Or Intersection and Union.mp428.49MB

01 Basic Probability and Terminology/005 Descriptive Statistics.mp444.79MB

01 Basic Probability and Terminology/006 Problem Set 1 Walkthrough.mp445.41MB

02 Joint and Conditional Probability/007 Compound Probability and Independent Events.mp449.78MB

02 Joint and Conditional Probability/008 Conditional Probability I.mp424.87MB

02 Joint and Conditional Probability/009 Conditional Probability II.mp423.61MB

02 Joint and Conditional Probability/010 Joint and Marginal Probabilities.mp431.38MB

02 Joint and Conditional Probability/011 Problem Set 2 Walkthrough.mp431.03MB

03 Bayes Rule Random Variables/012 Permutations and Combinations.mp415.8MB

03 Bayes Rule Random Variables/013 Bayes Theorem.mp419.68MB

03 Bayes Rule Random Variables/014 Conditional Probability Challenge Question.mp426.81MB

03 Bayes Rule Random Variables/015 Random Variables and Probability Distributions.mp419.86MB

03 Bayes Rule Random Variables/016 Expected Value.mp430.4MB

03 Bayes Rule Random Variables/017 Problem Set 3 Walkthrough.mp448.19MB

04 Probability Distributions/018 Binomial Distributions.mp456.85MB

04 Probability Distributions/019 Functions of Random Variables.mp419.53MB

04 Probability Distributions/020 Graphing Probability Distributions.mp413.7MB

04 Probability Distributions/021 Problem Set 4 Walkthrough.mp437.72MB

05 The Normal Distribution/022 The Normal Distribution.mp444.5MB

05 The Normal Distribution/023 Z-Scores.mp444.28MB

05 The Normal Distribution/024 Z-Score and Normal Distribution Examples.mp444.88MB

05 The Normal Distribution/025 Problem Set 5 Walkthrough.mp444.56MB

06 Joint Random Variables/026 Confidence Intervals.mp423.45MB

06 Joint Random Variables/027 Covariance and Correlation of Joint Random Variables.mp443.5MB

06 Joint Random Variables/028 Portfolio Analysis.mp430.01MB

06 Joint Random Variables/029 Variance in Joint Random Variables Example.mp430.5MB

06 Joint Random Variables/030 Problem Set 6 Walkthrough.mp434.91MB

07 Sampling/031 Sampling.mp433.59MB

07 Sampling/032 Sampling Distributions.mp429.15MB

07 Sampling/033 Proportion Sampling.mp419.62MB

07 Sampling/034 t-Distributions.mp436.16MB

07 Sampling/035 Problem Set 7 Walkthrough.mp451.59MB

08 Hypothesis Testing/036 Sampling and Confidence Intervals Examples.mp435.52MB

08 Hypothesis Testing/037 Hypothesis Testing.mp470.75MB

08 Hypothesis Testing/038 Problem Set 8 Walkthrough.mp449.07MB

09 Simple Linear Regression/039 Simple Linear Regression.mp435.86MB

09 Simple Linear Regression/040 Analyzing Regression Output.mp464.94MB

09 Simple Linear Regression/041 Additional Regression Concepts.mp424.1MB

09 Simple Linear Regression/042 Prediction and Confidence Intervals in Regression.mp430.94MB

09 Simple Linear Regression/043 Regression Assumptions.mp421.21MB

09 Simple Linear Regression/044 Problem Set 9 Walkthrough.mp461.4MB

10 Multiple Regression/045 Multiple Regression 3223.mp457.52MB

10 Multiple Regression/046 Dummy and Time-Lagged Variables.mp421.71MB

10 Multiple Regression/047 Transformations.mp414.14MB

10 Multiple Regression/048 Multiple Regression Case Study.mp443.62MB

10 Multiple Regression/049 Analysis of Variance ANOVA.mp431.71MB

10 Multiple Regression/050 Problem Set 10 Walkthrough.mp454.75MB

11 Decision Analysis/051 Decision Analysis I Decision Trees.mp423.86MB

11 Decision Analysis/052 Decision Analysis II The Value of Information.mp419.99MB

11 Decision Analysis/053 Problem Set 11 Walkthrough.mp4115.97MB

11 Decision Analysis/054 Concluding Lecture.mp434.56MB