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[] PacktPub - Understanding Regression Techniques [Video]

  • 收录时间:2020-04-29 11:08:02
  • 文件大小:3GB
  • 下载次数:99
  • 最近下载:2021-01-19 20:39:19
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文件列表

  1. 3.Linear Regression - Binary, Categorical, and Quadratic Variables/14.Categorical variables.mp4 185MB
  2. 11.Poisson Regression/69.Single independent variable.mp4 159MB
  3. 7.Logistic Regression Models/39.Single independent variable.mp4 152MB
  4. 3.Linear Regression - Binary, Categorical, and Quadratic Variables/13.Binary variables.mp4 112MB
  5. 7.Logistic Regression Models/43.Categorical variables.mp4 92MB
  6. Exercise Files/code_9781800200197.zip 92MB
  7. 11.Poisson Regression/71.Binary variables.mp4 86MB
  8. 12.Other Count Models/77.Zero-inflated models.mp4 85MB
  9. 3.Linear Regression - Binary, Categorical, and Quadratic Variables/15.Quadratic variables.mp4 85MB
  10. 11.Poisson Regression/73.Categorical variables.mp4 79MB
  11. 11.Poisson Regression/74.Exposure.mp4 75MB
  12. 6.Logistic Regression - Contingency Tables/38.Two-by-three tables.mp4 74MB
  13. 7.Logistic Regression Models/41.Binary variables.mp4 72MB
  14. 11.Poisson Regression/72.Multiple independent variables.mp4 68MB
  15. 7.Logistic Regression Models/42.Multiple independent variables.mp4 66MB
  16. 7.Logistic Regression Models/45.Nonlinearity - Graphical test.mp4 64MB
  17. 1.Simple Linear Regression/03.The slope.mp4 62MB
  18. 1.Simple Linear Regression/07.The residuals.mp4 57MB
  19. 8.Logistic Regression - Prediction and Model Fit/49.Goodness of fit - Classification tables.mp4 55MB
  20. 12.Other Count Models/75.Negative binomial regression.mp4 54MB
  21. 1.Simple Linear Regression/04.R-squared.mp4 51MB
  22. 1.Simple Linear Regression/02.Simple linear regression.mp4 50MB
  23. 4.Linear Regression - Checking Model Fit and Assumptions/23.Selection algorithms.mp4 50MB
  24. 1.Simple Linear Regression/05.The p-value.mp4 49MB
  25. 2.Multiple linear regression/09.The slopes.mp4 43MB
  26. 2.Multiple linear regression/08.Multiple linear regression.mp4 43MB
  27. 7.Logistic Regression Models/40.Examples.mp4 40MB
  28. 2.Multiple linear regression/12.Model fit and residuals.mp4 40MB
  29. 7.Logistic Regression Models/44.Nonlinearity - Non-graphical test.mp4 37MB
  30. 10.Count Models - Count Tables/68.Two-by-three tables.mp4 36MB
  31. 4.Linear Regression - Checking Model Fit and Assumptions/22.Influential observations.mp4 35MB
  32. 14.Count Model Case Study/88.Visualizing the result.mp4 35MB
  33. 11.Poisson Regression/70.Examples.mp4 34MB
  34. 1.Simple Linear Regression/01.Introduction.mp4 34MB
  35. 5.Linear Regression Case Study/25.Including continuous variables.mp4 32MB
  36. 6.Logistic Regression - Contingency Tables/37.The odds ratio.mp4 32MB
  37. 12.Other Count Models/76.Truncated models.mp4 30MB
  38. 6.Logistic Regression - Contingency Tables/35.Two-by-two tables.mp4 30MB
  39. 10.Count Models - Count Tables/65.Count tables.mp4 29MB
  40. 12.Other Count Models/78.Comparison of models.mp4 28MB
  41. 6.Logistic Regression - Contingency Tables/36.The odds.mp4 27MB
  42. 8.Logistic Regression - Prediction and Model Fit/52.Influential Observations.mp4 27MB
  43. 9.Logistic Regression Case Study/58.Categorical variables.mp4 26MB
  44. 8.Logistic Regression - Prediction and Model Fit/48.Goodness of fit - Hosmer-Lemeshow test.mp4 23MB
  45. 4.Linear Regression - Checking Model Fit and Assumptions/16.Prediction.mp4 23MB
  46. 14.Count Model Case Study/86.Zero-inflated models.mp4 23MB
  47. 14.Count Model Case Study/82.Continuous variables.mp4 22MB
  48. 10.Count Models - Count Tables/67.Inceidence-rate ratio.mp4 21MB
  49. 5.Linear Regression Case Study/30.Checking model assumptions.mp4 19MB
  50. 8.Logistic Regression - Prediction and Model Fit/46.Prediction.mp4 19MB
  51. 9.Logistic Regression Case Study/60.Goodness of fit.mp4 18MB
  52. 15.Conclusion/89.Conclusion.mp4 18MB
  53. 10.Count Models - Count Tables/66.Risk.mp4 17MB
  54. 9.Logistic Regression Case Study/56.Test of linearity - Graphical.mp4 17MB
  55. 5.Linear Regression Case Study/33.Influential observations.mp4 16MB
  56. 1.Simple Linear Regression/06.Model fit.mp4 15MB
  57. 4.Linear Regression - Checking Model Fit and Assumptions/21.Outliers.mp4 15MB
  58. 8.Logistic Regression - Prediction and Model Fit/47.Goodness of fit - Likelihood ratio test.mp4 14MB
  59. 9.Logistic Regression Case Study/63.Combining both residuals and influence in one graph.mp4 14MB
  60. 5.Linear Regression Case Study/28.Multiple regression.mp4 13MB
  61. 2.Multiple linear regression/10.R-squared.mp4 13MB
  62. 4.Linear Regression - Checking Model Fit and Assumptions/20.Multicollinearity.mp4 12MB
  63. 13.Prediction/79.Predicting the number of events.mp4 12MB
  64. 9.Logistic Regression Case Study/53.The dataset.mp4 11MB
  65. 2.Multiple linear regression/11.The p-value.mp4 11MB
  66. 14.Count Model Case Study/87.Comparing count models.mp4 11MB
  67. 4.Linear Regression - Checking Model Fit and Assumptions/17.Normality of residuals.mp4 10MB
  68. 4.Linear Regression - Checking Model Fit and Assumptions/18.Independence of residuals.mp4 10MB
  69. 5.Linear Regression Case Study/24.The dataset.mp4 10MB
  70. 4.Linear Regression - Checking Model Fit and Assumptions/19.Constant variance.mp4 10MB
  71. 8.Logistic Regression - Prediction and Model Fit/51.Residuals.mp4 10MB
  72. 13.Prediction/80.Predicting probabilities of certain counts.mp4 10MB
  73. 5.Linear Regression Case Study/32.Outliers.mp4 9MB
  74. 5.Linear Regression Case Study/29.Checking model fit.mp4 9MB
  75. 5.Linear Regression Case Study/34.Visualizing the result.mp4 9MB
  76. 8.Logistic Regression - Prediction and Model Fit/50.Goodness of fit - ROC analysis.mp4 9MB
  77. 9.Logistic Regression Case Study/54.Continuous variables.mp4 9MB
  78. 9.Logistic Regression Case Study/61.Residual analysis.mp4 8MB
  79. 9.Logistic Regression Case Study/64.Visualizing the result.mp4 7MB
  80. 9.Logistic Regression Case Study/59.Multivariate analysis.mp4 7MB
  81. 9.Logistic Regression Case Study/62.Influential observations.mp4 7MB
  82. 9.Logistic Regression Case Study/57.Binary variables.mp4 6MB
  83. 5.Linear Regression Case Study/26.Including binary variables.mp4 6MB
  84. 5.Linear Regression Case Study/27.Including categorical variables.mp4 6MB
  85. 14.Count Model Case Study/85.Negative binomial regression.mp4 5MB
  86. 5.Linear Regression Case Study/31.Multicollinearity.mp4 5MB
  87. 9.Logistic Regression Case Study/55.Test of linearity - Non-graphical.mp4 5MB
  88. 14.Count Model Case Study/81.The dataset.mp4 4MB
  89. 14.Count Model Case Study/84.Multivariate analysis.mp4 3MB
  90. 14.Count Model Case Study/83.Binary variables.mp4 3MB
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