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[ FreeCourseWeb.com ] Udemy - Survival Analysis in R

文件类型 收录时间 最后活跃 资源热度 文件大小 文件数量
视频 2023-4-8 09:12 2024-12-21 22:01 228 1.9 GB 45
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FreeCourseWeb com Udemy - Survival Analysis in R

文件列表
  1. ~Get Your Files Here !/01 Introduction/001 Welcome to the Course_ Survival Analysis in R.mp445.83MB
  2. ~Get Your Files Here !/01 Introduction/002 Course Structure and Content_ Managing Expectations.mp413.25MB
  3. ~Get Your Files Here !/01 Introduction/003 The Survival Analysis Task View.mp448.11MB
  4. ~Get Your Files Here !/01 Introduction/004 Survival Analysis Background.mp436.24MB
  5. ~Get Your Files Here !/01 Introduction/005 Understanding Censored Data.mp447.21MB
  6. ~Get Your Files Here !/01 Introduction/007 The Optimal Survival Dataset Structure and Our Main Course Dataset for Download.mp440.85MB
  7. ~Get Your Files Here !/02 General Survival Analysis Models/001 Welcome to the Section_ Non-Parametric Models for Survival Data.mp45.92MB
  8. ~Get Your Files Here !/02 General Survival Analysis Models/002 The Survival Function.mp428.7MB
  9. ~Get Your Files Here !/02 General Survival Analysis Models/003 The Survival Object.mp439.04MB
  10. ~Get Your Files Here !/02 General Survival Analysis Models/004 The Kaplan-Meier Estimator.mp425.24MB
  11. ~Get Your Files Here !/02 General Survival Analysis Models/005 Kaplan-Meier Plot.mp428.61MB
  12. ~Get Your Files Here !/02 General Survival Analysis Models/006 Kaplan-Meier Plot with 'ggfortify'.mp428.21MB
  13. ~Get Your Files Here !/02 General Survival Analysis Models/007 The Logrank Test.mp420.85MB
  14. ~Get Your Files Here !/02 General Survival Analysis Models/008 Implementation of the Logrank Test in R.mp438.13MB
  15. ~Get Your Files Here !/02 General Survival Analysis Models/009 Exercise_ Kaplan-Meier Estimator and Logrank Test.mp414.64MB
  16. ~Get Your Files Here !/02 General Survival Analysis Models/010 Solution_ Kaplan-Meier Estimator and Logrank Test.mp447MB
  17. ~Get Your Files Here !/03 Cox Proportional Hazards Model and Parametric Models/001 The Cox Proportional Hazards Model.mp425.33MB
  18. ~Get Your Files Here !/03 Cox Proportional Hazards Model and Parametric Models/002 Implementation of the Cox Proportional Hazards Model in R.mp438.78MB
  19. ~Get Your Files Here !/03 Cox Proportional Hazards Model and Parametric Models/003 Interpretation of the Model Result.mp448.43MB
  20. ~Get Your Files Here !/03 Cox Proportional Hazards Model and Parametric Models/004 Aalen's Additive Regression Model.mp440.57MB
  21. ~Get Your Files Here !/03 Cox Proportional Hazards Model and Parametric Models/005 Parametric Models in Survival Analysis.mp445.91MB
  22. ~Get Your Files Here !/03 Cox Proportional Hazards Model and Parametric Models/006 Parametric Regression Models in Survival Analysis.mp450.84MB
  23. ~Get Your Files Here !/03 Cox Proportional Hazards Model and Parametric Models/007 Exercise_ Cox Proportional Hazards Model.mp417.04MB
  24. ~Get Your Files Here !/03 Cox Proportional Hazards Model and Parametric Models/008 Solution_ Cox Proportional Hazards Model.mp467.45MB
  25. ~Get Your Files Here !/04 Tree Based Models/001 Survival Trees.mp413.42MB
  26. ~Get Your Files Here !/04 Tree Based Models/002 Survival Trees in R with Ranger.mp436.84MB
  27. ~Get Your Files Here !/04 Tree Based Models/003 Survival Tree Setup.mp442.25MB
  28. ~Get Your Files Here !/04 Tree Based Models/004 Visualizing the Survival Model.mp432.15MB
  29. ~Get Your Files Here !/04 Tree Based Models/005 Comparison Plot.mp482.01MB
  30. ~Get Your Files Here !/05 Managing the Time Variable in a Survival Dataset/001 Tools for Date and Time Data in R.mp410.7MB
  31. ~Get Your Files Here !/05 Managing the Time Variable in a Survival Dataset/003 Working with Dates and Time in R.mp475.64MB
  32. ~Get Your Files Here !/05 Managing the Time Variable in a Survival Dataset/004 Format Conversion from Strings to Date_ Time.mp459.02MB
  33. ~Get Your Files Here !/05 Managing the Time Variable in a Survival Dataset/005 The Lubridate Package.mp473.59MB
  34. ~Get Your Files Here !/05 Managing the Time Variable in a Survival Dataset/006 Exercise.mp451.7MB
  35. ~Get Your Files Here !/05 Managing the Time Variable in a Survival Dataset/007 Calculations with Lubridate.mp455.99MB
  36. ~Get Your Files Here !/05 Managing the Time Variable in a Survival Dataset/008 Calculating Interval Length.mp439.71MB
  37. ~Get Your Files Here !/06 Outlier Detection and Missing Value Imputation in Survival Analysis/001 Outlier Detection and Missing Data Imputation.mp49.14MB
  38. ~Get Your Files Here !/06 Outlier Detection and Missing Value Imputation in Survival Analysis/002 Missing Data Handling.mp434MB
  39. ~Get Your Files Here !/06 Outlier Detection and Missing Value Imputation in Survival Analysis/004 Simple Methods for Missing Data Handling.mp492.5MB
  40. ~Get Your Files Here !/06 Outlier Detection and Missing Value Imputation in Survival Analysis/005 Missing Data Implementation with Machine Learning.mp4126.75MB
  41. ~Get Your Files Here !/06 Outlier Detection and Missing Value Imputation in Survival Analysis/006 Statistical Outliers.mp443.3MB
  42. ~Get Your Files Here !/06 Outlier Detection and Missing Value Imputation in Survival Analysis/007 Detecting Outliers in Univariate Datasets.mp468.03MB
  43. ~Get Your Files Here !/06 Outlier Detection and Missing Value Imputation in Survival Analysis/008 Detecting Outliers in Multivariate Datasets.mp464.46MB
  44. ~Get Your Files Here !/06 Outlier Detection and Missing Value Imputation in Survival Analysis/009 Exercise_ Missing Data Imputation and Outlier Detection.mp447.98MB
  45. ~Get Your Files Here !/06 Outlier Detection and Missing Value Imputation in Survival Analysis/010 Solution_ Missing Data Imputation and Outlier Detection.mp447.1MB
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