[ FreeCourseWeb.com ] Udemy - Bayesian Statistics - A Step-by-step Introduction


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Last Active:   2024-11-23
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File List

  1. ~Get Your Files Here !/6. Normal - Normal/6. Example Normal-Normal Problem with R and Stan.mp4 129.15 MB
  2. ~Get Your Files Here !/4. Beta-Binomial Family/5. Posterior Distribution What are Conjugate Priors.mp4 121.23 MB
  3. ~Get Your Files Here !/5. Poisson - Gamma/2. Gamma Distribution and Choosing Hyperparameters.mp4 115.09 MB
  4. ~Get Your Files Here !/5. Poisson - Gamma/8. Example Poisson-Gamma Problem with R and Stan.mp4 110.64 MB
  5. ~Get Your Files Here !/4. Beta-Binomial Family/11. Example Beta-Binomial Problem with R.mp4 108.31 MB
  6. ~Get Your Files Here !/4. Beta-Binomial Family/1. Binomial Random Variables.mp4 103.81 MB
  7. ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/6. CDFs and Inverse CDFs.mp4 93.89 MB
  8. ~Get Your Files Here !/4. Beta-Binomial Family/12. Example Beta-Binomial Problem with Stan.mp4 92.66 MB
  9. ~Get Your Files Here !/4. Beta-Binomial Family/2. Prior The Beta Distribution.mp4 89.00 MB
  10. ~Get Your Files Here !/6. Normal - Normal/2. Prior Normal Distribution and choosing hyperparameters.mp4 85.91 MB
  11. ~Get Your Files Here !/7. More advanced models/3. Example Simple Linear Regression Problem with R and Stan.mp4 85.20 MB
  12. ~Get Your Files Here !/7. More advanced models/2. Simple Linear Regression.mp4 83.98 MB
  13. ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/9. Point Estimates.mp4 82.22 MB
  14. ~Get Your Files Here !/5. Poisson - Gamma/1. Likelihood Poisson Distribution.mp4 77.97 MB
  15. ~Get Your Files Here !/6. Normal - Normal/3. Posterior Distribution and Example.mp4 74.42 MB
  16. ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/2. Likelihood and Random Variables.mp4 73.33 MB
  17. ~Get Your Files Here !/7. More advanced models/1. Predictive distributions, unknown variance.mp4 71.21 MB
  18. ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/7. Credible Intervals.mp4 70.00 MB
  19. ~Get Your Files Here !/6. Normal - Normal/1. Normal Distribution.mp4 69.25 MB
  20. ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/1. Continuous Priors and the Uniform Distribution.mp4 68.91 MB
  21. ~Get Your Files Here !/5. Poisson - Gamma/3. Posterior Distribution.mp4 66.20 MB
  22. ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/3. Posterior Distribution One Observation.mp4 66.19 MB
  23. ~Get Your Files Here !/1. Probability Basics/5. Conditional Probability.mp4 65.17 MB
  24. ~Get Your Files Here !/2. Bayes' Rule/1. Bayes' Rule Introduction.mp4 64.92 MB
  25. ~Get Your Files Here !/2. Bayes' Rule/6. Normalizing Constants and Proportionality.mp4 63.75 MB
  26. ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/10. Predictive Distribution.mp4 63.65 MB
  27. ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/8. Mean, Median, Mode.mp4 63.49 MB
  28. ~Get Your Files Here !/1. Probability Basics/6. Multiplication Rule and Independence.mp4 63.19 MB
  29. ~Get Your Files Here !/2. Bayes' Rule/2. Medical Testing Problem.mp4 60.11 MB
  30. ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/5. Posterior Distribution Two Observations.mp4 58.20 MB
  31. ~Get Your Files Here !/1. Probability Basics/3. Probability, Complements, Venn Diagrams.mp4 56.04 MB
  32. ~Get Your Files Here !/2. Bayes' Rule/4. Two Coins.mp4 55.65 MB
  33. ~Get Your Files Here !/4. Beta-Binomial Family/6. Credible Intervals.mp4 50.44 MB
  34. ~Get Your Files Here !/2. Bayes' Rule/5. Multiple Observations.mp4 47.98 MB
  35. ~Get Your Files Here !/4. Beta-Binomial Family/8. Predictive Distribution Beta-Binomial.mp4 44.47 MB
  36. ~Get Your Files Here !/2. Bayes' Rule/3. Predictive Distributions and Flow Charts.mp4 41.51 MB
  37. ~Get Your Files Here !/4. Beta-Binomial Family/7. Point Estimates.mp4 38.23 MB
  38. ~Get Your Files Here !/4. Beta-Binomial Family/10. Recap of Priors, Posteriors, Likelihoods, Predictive Distributions.mp4 38.07 MB
  39. ~Get Your Files Here !/1. Probability Basics/4. Law of Total Probability.mp4 36.71 MB
  40. ~Get Your Files Here !/4. Beta-Binomial Family/13. Drawbacks of Conjugate Priors.mp4 34.45 MB
  41. ~Get Your Files Here !/5. Poisson - Gamma/6. Predictive Distribution Negative Binomial.mp4 34.03 MB
  42. ~Get Your Files Here !/5. Poisson - Gamma/5. Credible Interval and Point Estimates.mp4 31.70 MB
  43. ~Get Your Files Here !/4. Beta-Binomial Family/4. How do the hyperparameters change the prior.mp4 28.10 MB
  44. ~Get Your Files Here !/6. Normal - Normal/4. Credible Intervals and Point Estimates.mp4 26.39 MB
  45. ~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/4. Posterior Probability Calculation.mp4 23.74 MB
  46. ~Get Your Files Here !/5. Poisson - Gamma/4. Posterior Calculation Example 2.mp4 22.39 MB
  47. ~Get Your Files Here !/4. Beta-Binomial Family/3. Finding prior and posterior probabilities with the Beta CDF.mp4 20.85 MB
  48. ~Get Your Files Here !/1. Probability Basics/1. Introduction Video.mp4 15.09 MB
  49. ~Get Your Files Here !/1. Probability Basics/8.1 Bayesian_Homework_1.pdf 109 KB
  50. ~Get Your Files Here !/2. Bayes' Rule/8.1 Bayes_Rule_Practice.pdf 91 KB

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