589689.xyz

[UDEMY] Logistic Regression (Credit Scoring) Modeling using SAS [FIRSTTHINKER]

  • 收录时间:2018-03-05 17:51:28
  • 文件大小:1GB
  • 下载次数:121
  • 最近下载:2021-01-13 10:15:07
  • 磁力链接:
立即下载 复制链接

文件列表

  1. 05 Variable Selection - Select important numeric and character variables/037 Model Workout - 01 Data Treatment.mp4 93MB
  2. 06 Multi Collinearity Treatment/052 Model Data workout - 03 Multi Collinearity Treatment Scientifically.mp4 60MB
  3. 04 Data Audit - Make sure to check that data is right for the modelling/029 Feel the data - Understand and interpret normal probability plot.mp4 44MB
  4. 08 Strength of a Model and Model Validation Methods/071 Model Data Workout - part 08 Generate KS Statistics for the model.mp4 42MB
  5. 02 Introduction to Credit Scoring Credit Score card development/008 Benefit of scoring modelling.mp4 36MB
  6. 05 Variable Selection - Select important numeric and character variables/042 Theory and Example of Step wise selection of Numeric Variable.mp4 36MB
  7. 08 Strength of a Model and Model Validation Methods/069 Understand Score and Generate Score in the data set.mp4 31MB
  8. 07 Iterate for final model Understand strength of the model/063 Concordance, Somers D, Gamma, Tau etc..mp4 31MB
  9. 06 Multi Collinearity Treatment/049 Multi Collinearity Treatment - part 01.mp4 30MB
  10. 06 Multi Collinearity Treatment/051 Model Data workout - 02 Bi Variate strength of variables.mp4 28MB
  11. 05 Variable Selection - Select important numeric and character variables/034 Understand Chi-Square statistics for selecting Important Categorical Variables.mp4 27MB
  12. 07 Iterate for final model Understand strength of the model/066 Model Data Workout - part 05 Select best 8 variables.mp4 27MB
  13. 05 Variable Selection - Select important numeric and character variables/039 SAS Macro to check directional sense of numeric variable.mp4 26MB
  14. 04 Data Audit - Make sure to check that data is right for the modelling/023 Feel the data - know its distribution.mp4 25MB
  15. 08 Strength of a Model and Model Validation Methods/068 Model Data Workout - part 06 Coefficient Stability Check.mp4 23MB
  16. 04 Data Audit - Make sure to check that data is right for the modelling/026 Feel the data - know the percentile.mp4 22MB
  17. 07 Iterate for final model Understand strength of the model/062 Maximum Likelihood Estimate.mp4 20MB
  18. 07 Iterate for final model Understand strength of the model/058 Log Likelihood.mp4 19MB
  19. 03 Data Design for Modelling/013 Model Design Example.mp4 19MB
  20. 07 Iterate for final model Understand strength of the model/061 Model Fit Statistics - Revisit.mp4 18MB
  21. 05 Variable Selection - Select important numeric and character variables/036 Data Workout - Preamble.mp4 18MB
  22. 08 Strength of a Model and Model Validation Methods/072 Model Data Workout - part 09 Understand and Generate Gini Statistics.mp4 17MB
  23. 03 Data Design for Modelling/015 Decide Performance window by Vintage Analysis.mp4 17MB
  24. 05 Variable Selection - Select important numeric and character variables/041 Introduction to Logistic Regression.mp4 17MB
  25. 07 Iterate for final model Understand strength of the model/065 Model Data Workout - part 04 Try Model on 10 variables.mp4 17MB
  26. 05 Variable Selection - Select important numeric and character variables/032 Variable Selection - High level and flow chart of steps.mp4 17MB
  27. 02 Introduction to Credit Scoring Credit Score card development/007 High Level Understanding of Score.mp4 16MB
  28. 04 Data Audit - Make sure to check that data is right for the modelling/024 Feel the data - Understand Coefficient of variance need and applicability.mp4 16MB
  29. 08 Strength of a Model and Model Validation Methods/073 Model Data Workout - part 10 Understand Apply Model Validation n Stability Chk.mp4 16MB
  30. 06 Multi Collinearity Treatment/048 Detecting Multi Collinearity.mp4 15MB
  31. 02 Introduction to Credit Scoring Credit Score card development/006 3C Concept of Credit Approval Process.mp4 13MB
  32. 04 Data Audit - Make sure to check that data is right for the modelling/030 Missing Value treatment And Flooring Capping Guidiline.mp4 13MB
  33. 05 Variable Selection - Select important numeric and character variables/044 Appendix - Information Value method of selecting important variables all types.mp4 13MB
  34. 03 Data Design for Modelling/014 Model Design - definitions and pointers.mp4 12MB
  35. 04 Data Audit - Make sure to check that data is right for the modelling/020 Feel the data - know its contents.mp4 12MB
  36. 05 Variable Selection - Select important numeric and character variables/038 Numeric Variable Selection - Part 01.mp4 12MB
  37. 05 Variable Selection - Select important numeric and character variables/045 Appendix -Phi Square and Cramers V for important categorical variable selection.mp4 11MB
  38. 02 Introduction to Credit Scoring Credit Score card development/010 Types of scores.mp4 11MB
  39. 06 Multi Collinearity Treatment/050 Multi Collinearity Treatment - part 02.mp4 11MB
  40. 05 Variable Selection - Select important numeric and character variables/043 Appendix - Fishers linear discriminant function to select important numeric Var.mp4 11MB
  41. 01 Course Outline/002 Introduction to logistic Regression Modelling - High level.mp4 11MB
  42. 07 Iterate for final model Understand strength of the model/055 Logistic Model Information - part 01.mp4 10MB
  43. 03 Data Design for Modelling/016 Model Design Precaution.mp4 10MB
  44. 05 Variable Selection - Select important numeric and character variables/035 Getting Chi-Square statistics using SAS.mp4 10MB
  45. 04 Data Audit - Make sure to check that data is right for the modelling/021 Feel the data - View its contents.mp4 9MB
  46. 04 Data Audit - Make sure to check that data is right for the modelling/022 Feel the data - know its distinct values.mp4 9MB
  47. 07 Iterate for final model Understand strength of the model/056 Logistic Model Information - part 02.mp4 9MB
  48. 01 Course Outline/003 Udemy Content details - Model workout details and excel file downloads.mp4 9MB
  49. 07 Iterate for final model Understand strength of the model/064 Ideal logistic regression output.mp4 8MB
  50. 08 Strength of a Model and Model Validation Methods/074 Model Presentation Guideline - What should be presented to business.mp4 8MB
  51. 07 Iterate for final model Understand strength of the model/059 Log Likelihood ratio - part 01.mp4 8MB
  52. 02 Introduction to Credit Scoring Credit Score card development/009 Introduction to modeling.mp4 8MB
  53. 04 Data Audit - Make sure to check that data is right for the modelling/019 How to download excel word files .mp4 8MB
  54. 06 Multi Collinearity Treatment/047 Common Sense Understanding of Multi collinearity and its impact.mp4 8MB
  55. 04 Data Audit - Make sure to check that data is right for the modelling/028 Feel the data - Understand box plot to detect outliers.mp4 7MB
  56. 01 Course Outline/001 Course content.mp4 7MB
  57. 04 Data Audit - Make sure to check that data is right for the modelling/027 Feel the data - know stem n leaf diagram.mp4 7MB
  58. 05 Variable Selection - Select important numeric and character variables/033 Important Character Categorical Variable selection - high level.mp4 7MB
  59. 04 Data Audit - Make sure to check that data is right for the modelling/025 Feel the data - know kurtosis and skewness.mp4 6MB
  60. 07 Iterate for final model Understand strength of the model/054 Introduction to final model development steps.mp4 5MB
  61. 06 Multi Collinearity Treatment/046 Section Outline.mp4 5MB
  62. 05 Variable Selection - Select important numeric and character variables/040 Recap Linear Regression.mp4 5MB
  63. 07 Iterate for final model Understand strength of the model/060 Log Likelihood Ratio - part 02.mp4 4MB
  64. 08 Strength of a Model and Model Validation Methods/070 Theoretical Understanding of KS.mp4 4MB
  65. 07 Iterate for final model Understand strength of the model/053 Section Outline.mp4 4MB
  66. 04 Data Audit - Make sure to check that data is right for the modelling/017 Section Outline.mp4 4MB
  67. 07 Iterate for final model Understand strength of the model/057 Model Fit Statistics.mp4 4MB
  68. 02 Introduction to Credit Scoring Credit Score card development/011 A typical risk score.mp4 3MB
  69. 04 Data Audit - Make sure to check that data is right for the modelling/018 Essential Data Quality.mp4 3MB
  70. 03 Data Design for Modelling/012 Section outline.mp4 3MB
  71. 05 Variable Selection - Select important numeric and character variables/031 Section Outline.mp4 3MB
  72. 01 Course Outline/004 Tips for Students.mp4 2MB
  73. 08 Strength of a Model and Model Validation Methods/067 Section Outline.mp4 2MB
  74. 08 Strength of a Model and Model Validation Methods/075 Final Words.mp4 2MB
  75. 02 Introduction to Credit Scoring Credit Score card development/005 Section outline.mp4 1MB
  76. 2014-05-11_19-06-54__Modeling_course_day_04.pdf 1MB
  77. 2014-05-12_09-03-21__Modeling_course_day_10.pdf 876KB
  78. 2014-05-11_04-21-44__Modeling_course_Sec_01.pdf 778KB
  79. 2014-05-11_17-12-12__Modeling_course_day_03_2.pdf 678KB
  80. 2014-05-11_17-12-12__Modeling_course_day_03.pdf 678KB
  81. 2014-05-11_04-39-27__Modeling_course_Sec_02.pdf 514KB
  82. 2014-05-11_04-39-27__Modeling_course_Sec_02_2.pdf 514KB
  83. 2014-05-12_10-12-19__Modeling_course_day_13.pdf 390KB
  84. 22eb1eb7-96a8-41ca-843f-8769ae8352b9.pdf 377KB
  85. 2014-05-11_03-22-40__Model_building_Course_outline.pdf 232KB
  86. readme.txt 9KB