[ FreeCourseWeb.com ] Udemy - Bayesian Statistics - A Step-by-step Introduction
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- ~Get Your Files Here !/6. Normal - Normal/6. Example Normal-Normal Problem with R and Stan.mp4 126.1 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/5. Posterior Distribution What are Conjugate Priors.mp4 118.4 MB
- ~Get Your Files Here !/5. Poisson - Gamma/2. Gamma Distribution and Choosing Hyperparameters.mp4 112.4 MB
- ~Get Your Files Here !/5. Poisson - Gamma/8. Example Poisson-Gamma Problem with R and Stan.mp4 108.0 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/11. Example Beta-Binomial Problem with R.mp4 105.8 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/1. Binomial Random Variables.mp4 101.4 MB
- ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/6. CDFs and Inverse CDFs.mp4 91.7 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/12. Example Beta-Binomial Problem with Stan.mp4 90.5 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/2. Prior The Beta Distribution.mp4 86.9 MB
- ~Get Your Files Here !/6. Normal - Normal/2. Prior Normal Distribution and choosing hyperparameters.mp4 83.9 MB
- ~Get Your Files Here !/7. More advanced models/3. Example Simple Linear Regression Problem with R and Stan.mp4 83.2 MB
- ~Get Your Files Here !/7. More advanced models/2. Simple Linear Regression.mp4 82.0 MB
- ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/9. Point Estimates.mp4 80.3 MB
- ~Get Your Files Here !/5. Poisson - Gamma/1. Likelihood Poisson Distribution.mp4 76.1 MB
- ~Get Your Files Here !/6. Normal - Normal/3. Posterior Distribution and Example.mp4 72.7 MB
- ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/2. Likelihood and Random Variables.mp4 71.6 MB
- ~Get Your Files Here !/7. More advanced models/1. Predictive distributions, unknown variance.mp4 69.5 MB
- ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/7. Credible Intervals.mp4 68.4 MB
- ~Get Your Files Here !/6. Normal - Normal/1. Normal Distribution.mp4 67.6 MB
- ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/1. Continuous Priors and the Uniform Distribution.mp4 67.3 MB
- ~Get Your Files Here !/5. Poisson - Gamma/3. Posterior Distribution.mp4 64.6 MB
- ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/3. Posterior Distribution One Observation.mp4 64.6 MB
- ~Get Your Files Here !/1. Probability Basics/5. Conditional Probability.mp4 63.6 MB
- ~Get Your Files Here !/2. Bayes' Rule/1. Bayes' Rule Introduction.mp4 63.4 MB
- ~Get Your Files Here !/2. Bayes' Rule/6. Normalizing Constants and Proportionality.mp4 62.3 MB
- ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/10. Predictive Distribution.mp4 62.2 MB
- ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/8. Mean, Median, Mode.mp4 62.0 MB
- ~Get Your Files Here !/1. Probability Basics/6. Multiplication Rule and Independence.mp4 61.7 MB
- ~Get Your Files Here !/2. Bayes' Rule/2. Medical Testing Problem.mp4 58.7 MB
- ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/5. Posterior Distribution Two Observations.mp4 56.8 MB
- ~Get Your Files Here !/1. Probability Basics/3. Probability, Complements, Venn Diagrams.mp4 54.7 MB
- ~Get Your Files Here !/2. Bayes' Rule/4. Two Coins.mp4 54.4 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/6. Credible Intervals.mp4 49.3 MB
- ~Get Your Files Here !/2. Bayes' Rule/5. Multiple Observations.mp4 46.9 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/8. Predictive Distribution Beta-Binomial.mp4 43.4 MB
- ~Get Your Files Here !/2. Bayes' Rule/3. Predictive Distributions and Flow Charts.mp4 40.5 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/7. Point Estimates.mp4 37.3 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/10. Recap of Priors, Posteriors, Likelihoods, Predictive Distributions.mp4 37.2 MB
- ~Get Your Files Here !/1. Probability Basics/4. Law of Total Probability.mp4 35.9 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/13. Drawbacks of Conjugate Priors.mp4 33.6 MB
- ~Get Your Files Here !/5. Poisson - Gamma/6. Predictive Distribution Negative Binomial.mp4 33.2 MB
- ~Get Your Files Here !/5. Poisson - Gamma/5. Credible Interval and Point Estimates.mp4 31.0 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/4. How do the hyperparameters change the prior.mp4 27.4 MB
- ~Get Your Files Here !/6. Normal - Normal/4. Credible Intervals and Point Estimates.mp4 25.8 MB
- ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/4. Posterior Probability Calculation.mp4 23.2 MB
- ~Get Your Files Here !/5. Poisson - Gamma/4. Posterior Calculation Example 2.mp4 21.9 MB
- ~Get Your Files Here !/4. Beta-Binomial Family/3. Finding prior and posterior probabilities with the Beta CDF.mp4 20.4 MB
- ~Get Your Files Here !/1. Probability Basics/1. Introduction Video.mp4 14.7 MB
- ~Get Your Files Here !/1. Probability Basics/8.1 Bayesian_Homework_1.pdf 107.0 KB
- ~Get Your Files Here !/2. Bayes' Rule/8.1 Bayes_Rule_Practice.pdf 89.2 KB
- ~Get Your Files Here !/4. Beta-Binomial Family/11.2 Python_BetaBinomial.ipynb 83.1 KB
- ~Get Your Files Here !/4. Beta-Binomial Family/12.2 Python_BetaBinomial.ipynb 83.1 KB
- ~Get Your Files Here !/5. Poisson - Gamma/8.2 PoissonGammaPython.ipynb 9.8 KB
- ~Get Your Files Here !/4. Beta-Binomial Family/11.1 BayesianBeta-BinomialRExercise.qmd 8.6 KB
- ~Get Your Files Here !/4. Beta-Binomial Family/12.1 BayesianBeta-BinomialRExercise.qmd 8.6 KB
- ~Get Your Files Here !/6. Normal - Normal/6.2 Python-normalnormal.ipynb 7.9 KB
- ~Get Your Files Here !/5. Poisson - Gamma/8.1 BayesianPoisson-GammaRexample.qmd 6.0 KB
- ~Get Your Files Here !/6. Normal - Normal/6.1 BayesianNormalRExample.qmd 6.0 KB
- ~Get Your Files Here !/7. More advanced models/3.2 BayesianRegressionPython.ipynb 4.1 KB
- ~Get Your Files Here !/7. More advanced models/3.1 BayesianRegressionExample.qmd 3.6 KB
- ~Get Your Files Here !/1. Probability Basics/2. Welcome.html 1.7 KB
- ~Get Your Files Here !/Bonus Resources.txt 386 bytes
- Get Bonus Downloads Here.url 183 bytes
- ~Get Your Files Here !/6. Normal - Normal/3.1 Normal Posterior Distribution Full Derivation.html 143 bytes
- ~Get Your Files Here !/1. Probability Basics/8. Probability Extra Practice Problems.html 129 bytes
- ~Get Your Files Here !/2. Bayes' Rule/8. Bayes' Rule Extra Practice Problems.html 129 bytes
- ~Get Your Files Here !/1. Probability Basics/7. Probability Quiz.html 125 bytes
- ~Get Your Files Here !/2. Bayes' Rule/7. Bayes Rule Quiz.html 125 bytes
- ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/11. Continuous Uniform Distribution Quiz.html 125 bytes
- ~Get Your Files Here !/4. Beta-Binomial Family/9. Beta Distribution Quiz.html 125 bytes
- ~Get Your Files Here !/5. Poisson - Gamma/7. Poisson - Gamma Quiz.html 125 bytes
- ~Get Your Files Here !/6. Normal - Normal/5. Normal-Normal Quiz.html 125 bytes
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