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Create Time:2023-08-29 07:20:10
File Size:2.94 GB
File Count:72
File Hash:7951b78629626abb80e75cc941a65c4ffe9963f5
| Get Bonus Downloads Here.url | 183 B |
| ~Get Your Files Here !/1. Probability Basics/1. Introduction Video.mp4 | 14.73 MB |
| ~Get Your Files Here !/1. Probability Basics/2. Welcome.html | 1.66 KB |
| ~Get Your Files Here !/1. Probability Basics/3. Probability, Complements, Venn Diagrams.mp4 | 54.73 MB |
| ~Get Your Files Here !/1. Probability Basics/4. Law of Total Probability.mp4 | 35.85 MB |
| ~Get Your Files Here !/1. Probability Basics/5. Conditional Probability.mp4 | 63.64 MB |
| ~Get Your Files Here !/1. Probability Basics/6. Multiplication Rule and Independence.mp4 | 61.71 MB |
| ~Get Your Files Here !/1. Probability Basics/7. Probability Quiz.html | 125 B |
| ~Get Your Files Here !/1. Probability Basics/8. Probability Extra Practice Problems.html | 129 B |
| ~Get Your Files Here !/1. Probability Basics/8.1 Bayesian_Homework_1.pdf | 107.04 KB |
| ~Get Your Files Here !/2. Bayes' Rule/1. Bayes' Rule Introduction.mp4 | 63.39 MB |
| ~Get Your Files Here !/2. Bayes' Rule/2. Medical Testing Problem.mp4 | 58.70 MB |
| ~Get Your Files Here !/2. Bayes' Rule/3. Predictive Distributions and Flow Charts.mp4 | 40.54 MB |
| ~Get Your Files Here !/2. Bayes' Rule/4. Two Coins.mp4 | 54.35 MB |
| ~Get Your Files Here !/2. Bayes' Rule/5. Multiple Observations.mp4 | 46.86 MB |
| ~Get Your Files Here !/2. Bayes' Rule/6. Normalizing Constants and Proportionality.mp4 | 62.26 MB |
| ~Get Your Files Here !/2. Bayes' Rule/7. Bayes Rule Quiz.html | 125 B |
| ~Get Your Files Here !/2. Bayes' Rule/8. Bayes' Rule Extra Practice Problems.html | 129 B |
| ~Get Your Files Here !/2. Bayes' Rule/8.1 Bayes_Rule_Practice.pdf | 89.16 KB |
| ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/1. Continuous Priors and the Uniform Distribution.mp4 | 67.29 MB |
| ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/10. Predictive Distribution.mp4 | 62.16 MB |
| ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/11. Continuous Uniform Distribution Quiz.html | 125 B |
| ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/2. Likelihood and Random Variables.mp4 | 71.61 MB |
| ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/3. Posterior Distribution One Observation.mp4 | 64.64 MB |
| ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/4. Posterior Probability Calculation.mp4 | 23.19 MB |
| ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/5. Posterior Distribution Two Observations.mp4 | 56.84 MB |
| ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/6. CDFs and Inverse CDFs.mp4 | 91.69 MB |
| ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/7. Credible Intervals.mp4 | 68.36 MB |
| ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/8. Mean, Median, Mode.mp4 | 62.01 MB |
| ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/9. Point Estimates.mp4 | 80.30 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/1. Binomial Random Variables.mp4 | 101.38 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/10. Recap of Priors, Posteriors, Likelihoods, Predictive Distributions.mp4 | 37.18 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/11. Example Beta-Binomial Problem with R.mp4 | 105.78 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/11.1 BayesianBeta-BinomialRExercise.qmd | 8.57 KB |
| ~Get Your Files Here !/4. Beta-Binomial Family/11.2 Python_BetaBinomial.ipynb | 83.10 KB |
| ~Get Your Files Here !/4. Beta-Binomial Family/12. Example Beta-Binomial Problem with Stan.mp4 | 90.49 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/12.1 BayesianBeta-BinomialRExercise.qmd | 8.57 KB |
| ~Get Your Files Here !/4. Beta-Binomial Family/12.2 Python_BetaBinomial.ipynb | 83.10 KB |
| ~Get Your Files Here !/4. Beta-Binomial Family/13. Drawbacks of Conjugate Priors.mp4 | 33.64 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/2. Prior The Beta Distribution.mp4 | 86.92 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/3. Finding prior and posterior probabilities with the Beta CDF.mp4 | 20.36 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/4. How do the hyperparameters change the prior.mp4 | 27.44 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/5. Posterior Distribution What are Conjugate Priors.mp4 | 118.38 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/6. Credible Intervals.mp4 | 49.26 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/7. Point Estimates.mp4 | 37.33 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/8. Predictive Distribution Beta-Binomial.mp4 | 43.43 MB |
| ~Get Your Files Here !/4. Beta-Binomial Family/9. Beta Distribution Quiz.html | 125 B |
| ~Get Your Files Here !/5. Poisson - Gamma/1. Likelihood Poisson Distribution.mp4 | 76.14 MB |
| ~Get Your Files Here !/5. Poisson - Gamma/2. Gamma Distribution and Choosing Hyperparameters.mp4 | 112.39 MB |
| ~Get Your Files Here !/5. Poisson - Gamma/3. Posterior Distribution.mp4 | 64.65 MB |
| ~Get Your Files Here !/5. Poisson - Gamma/4. Posterior Calculation Example 2.mp4 | 21.86 MB |
| ~Get Your Files Here !/5. Poisson - Gamma/5. Credible Interval and Point Estimates.mp4 | 30.96 MB |
| ~Get Your Files Here !/5. Poisson - Gamma/6. Predictive Distribution Negative Binomial.mp4 | 33.23 MB |
| ~Get Your Files Here !/5. Poisson - Gamma/7. Poisson - Gamma Quiz.html | 125 B |
| ~Get Your Files Here !/5. Poisson - Gamma/8. Example Poisson-Gamma Problem with R and Stan.mp4 | 108.05 MB |
| ~Get Your Files Here !/5. Poisson - Gamma/8.1 BayesianPoisson-GammaRexample.qmd | 6.01 KB |
| ~Get Your Files Here !/5. Poisson - Gamma/8.2 PoissonGammaPython.ipynb | 9.78 KB |
| ~Get Your Files Here !/6. Normal - Normal/1. Normal Distribution.mp4 | 67.63 MB |
| ~Get Your Files Here !/6. Normal - Normal/2. Prior Normal Distribution and choosing hyperparameters.mp4 | 83.90 MB |
| ~Get Your Files Here !/6. Normal - Normal/3. Posterior Distribution and Example.mp4 | 72.67 MB |
| ~Get Your Files Here !/6. Normal - Normal/3.1 Normal Posterior Distribution Full Derivation.html | 143 B |
| ~Get Your Files Here !/6. Normal - Normal/4. Credible Intervals and Point Estimates.mp4 | 25.77 MB |
| ~Get Your Files Here !/6. Normal - Normal/5. Normal-Normal Quiz.html | 125 B |
| ~Get Your Files Here !/6. Normal - Normal/6. Example Normal-Normal Problem with R and Stan.mp4 | 126.12 MB |
| ~Get Your Files Here !/6. Normal - Normal/6.1 BayesianNormalRExample.qmd | 5.99 KB |
| ~Get Your Files Here !/6. Normal - Normal/6.2 Python-normalnormal.ipynb | 7.94 KB |
| ~Get Your Files Here !/7. More advanced models/1. Predictive distributions, unknown variance.mp4 | 69.54 MB |
| ~Get Your Files Here !/7. More advanced models/2. Simple Linear Regression.mp4 | 82.01 MB |
| ~Get Your Files Here !/7. More advanced models/3. Example Simple Linear Regression Problem with R and Stan.mp4 | 83.20 MB |
| ~Get Your Files Here !/7. More advanced models/3.1 BayesianRegressionExample.qmd | 3.64 KB |
| ~Get Your Files Here !/7. More advanced models/3.2 BayesianRegressionPython.ipynb | 4.13 KB |
| ~Get Your Files Here !/Bonus Resources.txt | 386 B |
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