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TTC Math - Probability & Statistics Collection


480p - What Are the Chances - Probability Made Clear (2006) x265
00 Lecturer
01 Our Random World - Probability Defined
02 The Nature of Randomness
03 Expected Value - You Can Bet on It
04 Random Thoughts on Random Walks
05 Probability Phenomena of Physics
06 Probability Is in Our Genes
07 Options and Our Financial Future
08 Probability Where We Dont Expect It
09 Probability Surprises
10 Conundrums of Conditional Probability
11 Believe It or Not - Bayesian Probability
12 Probability Everywhere


720p - Learning Statistics - Concepts and Applications in R (2017) h264
01. How To Summarize Data With Statistics
02. Exploratory Data Visualization In R
03. Sampling And Probability
04. Discrete Distributions
05. Continuous And Normal Distributions
06. Covariance And Correlation
07. Validating Statistical Assumptions
08. Sample Size And Sampling Distributions
09. Point Estimates And Standard Error
10. Interval Estimates And Confidence Intervals
11. Hypothesis Testing 1 Sample
12. Hypothesis Testing 2 Samples - Paired Test
13. Linear Regression Models And Assumptions
14. Regression Predictions - Confidence Intervals
15. Multiple Linear Regression
16. Analysis Of Variance Comparing 3 Means
17. Analysis Of Covariance And Multiple Anova
18. Statistical Design Of Experiments
19. Regression Trees And Classification Trees
20. Polynomial And Logistic Regression
21. Spatial Statistics
22. Time Series Analysis
23. Prior Information And Bayesian Inference
24. Statistics Your Way With Custom Functions
Learning Statistics - Concepts and Applications in R.pdf

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