[UDEMY] Logistic Regression (Credit Scoring) Modeling using SAS [FIRSTTHINKER]
File List
- 05 Variable Selection - Select important numeric and character variables/037 Model Workout - 01 Data Treatment.mp4 93.5 MB
- 06 Multi Collinearity Treatment/052 Model Data workout - 03 Multi Collinearity Treatment Scientifically.mp4 59.7 MB
- 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 44.2 MB
- 08 Strength of a Model and Model Validation Methods/071 Model Data Workout - part 08 Generate KS Statistics for the model.mp4 42.4 MB
- 02 Introduction to Credit Scoring Credit Score card development/008 Benefit of scoring modelling.mp4 36.2 MB
- 05 Variable Selection - Select important numeric and character variables/042 Theory and Example of Step wise selection of Numeric Variable.mp4 36.1 MB
- 08 Strength of a Model and Model Validation Methods/069 Understand Score and Generate Score in the data set.mp4 31.5 MB
- 07 Iterate for final model Understand strength of the model/063 Concordance, Somers D, Gamma, Tau etc..mp4 31.2 MB
- 06 Multi Collinearity Treatment/049 Multi Collinearity Treatment - part 01.mp4 30.0 MB
- 06 Multi Collinearity Treatment/051 Model Data workout - 02 Bi Variate strength of variables.mp4 28.3 MB
- 05 Variable Selection - Select important numeric and character variables/034 Understand Chi-Square statistics for selecting Important Categorical Variables.mp4 27.3 MB
- 07 Iterate for final model Understand strength of the model/066 Model Data Workout - part 05 Select best 8 variables.mp4 27.2 MB
- 05 Variable Selection - Select important numeric and character variables/039 SAS Macro to check directional sense of numeric variable.mp4 26.1 MB
- 04 Data Audit - Make sure to check that data is right for the modelling/023 Feel the data - know its distribution.mp4 25.3 MB
- 08 Strength of a Model and Model Validation Methods/068 Model Data Workout - part 06 Coefficient Stability Check.mp4 22.7 MB
- 04 Data Audit - Make sure to check that data is right for the modelling/026 Feel the data - know the percentile.mp4 22.3 MB
- 07 Iterate for final model Understand strength of the model/062 Maximum Likelihood Estimate.mp4 20.4 MB
- 07 Iterate for final model Understand strength of the model/058 Log Likelihood.mp4 19.5 MB
- 03 Data Design for Modelling/013 Model Design Example.mp4 19.1 MB
- 07 Iterate for final model Understand strength of the model/061 Model Fit Statistics - Revisit.mp4 18.2 MB
- 05 Variable Selection - Select important numeric and character variables/036 Data Workout - Preamble.mp4 17.9 MB
- 08 Strength of a Model and Model Validation Methods/072 Model Data Workout - part 09 Understand and Generate Gini Statistics.mp4 17.3 MB
- 03 Data Design for Modelling/015 Decide Performance window by Vintage Analysis.mp4 17.0 MB
- 05 Variable Selection - Select important numeric and character variables/041 Introduction to Logistic Regression.mp4 16.7 MB
- 07 Iterate for final model Understand strength of the model/065 Model Data Workout - part 04 Try Model on 10 variables.mp4 16.6 MB
- 05 Variable Selection - Select important numeric and character variables/032 Variable Selection - High level and flow chart of steps.mp4 16.5 MB
- 02 Introduction to Credit Scoring Credit Score card development/007 High Level Understanding of Score.mp4 15.8 MB
- 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 15.6 MB
- 08 Strength of a Model and Model Validation Methods/073 Model Data Workout - part 10 Understand Apply Model Validation n Stability Chk.mp4 15.6 MB
- 06 Multi Collinearity Treatment/048 Detecting Multi Collinearity.mp4 14.7 MB
- 02 Introduction to Credit Scoring Credit Score card development/006 3C Concept of Credit Approval Process.mp4 13.5 MB
- 04 Data Audit - Make sure to check that data is right for the modelling/030 Missing Value treatment And Flooring Capping Guidiline.mp4 13.0 MB
- 05 Variable Selection - Select important numeric and character variables/044 Appendix - Information Value method of selecting important variables all types.mp4 12.8 MB
- 03 Data Design for Modelling/014 Model Design - definitions and pointers.mp4 12.2 MB
- 04 Data Audit - Make sure to check that data is right for the modelling/020 Feel the data - know its contents.mp4 11.8 MB
- 05 Variable Selection - Select important numeric and character variables/038 Numeric Variable Selection - Part 01.mp4 11.6 MB
- 05 Variable Selection - Select important numeric and character variables/045 Appendix -Phi Square and Cramers V for important categorical variable selection.mp4 11.3 MB
- 02 Introduction to Credit Scoring Credit Score card development/010 Types of scores.mp4 11.3 MB
- 06 Multi Collinearity Treatment/050 Multi Collinearity Treatment - part 02.mp4 11.2 MB
- 05 Variable Selection - Select important numeric and character variables/043 Appendix - Fishers linear discriminant function to select important numeric Var.mp4 10.6 MB
- 01 Course Outline/002 Introduction to logistic Regression Modelling - High level.mp4 10.5 MB
- 07 Iterate for final model Understand strength of the model/055 Logistic Model Information - part 01.mp4 10.5 MB
- 03 Data Design for Modelling/016 Model Design Precaution.mp4 9.6 MB
- 05 Variable Selection - Select important numeric and character variables/035 Getting Chi-Square statistics using SAS.mp4 9.5 MB
- 04 Data Audit - Make sure to check that data is right for the modelling/021 Feel the data - View its contents.mp4 9.3 MB
- 04 Data Audit - Make sure to check that data is right for the modelling/022 Feel the data - know its distinct values.mp4 8.9 MB
- 07 Iterate for final model Understand strength of the model/056 Logistic Model Information - part 02.mp4 8.8 MB
- 01 Course Outline/003 Udemy Content details - Model workout details and excel file downloads.mp4 8.6 MB
- 07 Iterate for final model Understand strength of the model/064 Ideal logistic regression output.mp4 8.4 MB
- 08 Strength of a Model and Model Validation Methods/074 Model Presentation Guideline - What should be presented to business.mp4 8.4 MB
- 07 Iterate for final model Understand strength of the model/059 Log Likelihood ratio - part 01.mp4 8.2 MB
- 02 Introduction to Credit Scoring Credit Score card development/009 Introduction to modeling.mp4 7.7 MB
- 04 Data Audit - Make sure to check that data is right for the modelling/019 How to download excel word files .mp4 7.7 MB
- 06 Multi Collinearity Treatment/047 Common Sense Understanding of Multi collinearity and its impact.mp4 7.7 MB
- 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 7.4 MB
- 01 Course Outline/001 Course content.mp4 7.3 MB
- 04 Data Audit - Make sure to check that data is right for the modelling/027 Feel the data - know stem n leaf diagram.mp4 6.9 MB
- 05 Variable Selection - Select important numeric and character variables/033 Important Character Categorical Variable selection - high level.mp4 6.7 MB
- 04 Data Audit - Make sure to check that data is right for the modelling/025 Feel the data - know kurtosis and skewness.mp4 6.4 MB
- 07 Iterate for final model Understand strength of the model/054 Introduction to final model development steps.mp4 4.9 MB
- 06 Multi Collinearity Treatment/046 Section Outline.mp4 4.9 MB
- 05 Variable Selection - Select important numeric and character variables/040 Recap Linear Regression.mp4 4.8 MB
- 07 Iterate for final model Understand strength of the model/060 Log Likelihood Ratio - part 02.mp4 4.5 MB
- 08 Strength of a Model and Model Validation Methods/070 Theoretical Understanding of KS.mp4 4.3 MB
- 07 Iterate for final model Understand strength of the model/053 Section Outline.mp4 4.3 MB
- 04 Data Audit - Make sure to check that data is right for the modelling/017 Section Outline.mp4 4.1 MB
- 07 Iterate for final model Understand strength of the model/057 Model Fit Statistics.mp4 3.9 MB
- 02 Introduction to Credit Scoring Credit Score card development/011 A typical risk score.mp4 3.4 MB
- 04 Data Audit - Make sure to check that data is right for the modelling/018 Essential Data Quality.mp4 3.0 MB
- 03 Data Design for Modelling/012 Section outline.mp4 2.6 MB
- 05 Variable Selection - Select important numeric and character variables/031 Section Outline.mp4 2.6 MB
- 01 Course Outline/004 Tips for Students.mp4 2.4 MB
- 08 Strength of a Model and Model Validation Methods/067 Section Outline.mp4 2.2 MB
- 08 Strength of a Model and Model Validation Methods/075 Final Words.mp4 1.8 MB
- 02 Introduction to Credit Scoring Credit Score card development/005 Section outline.mp4 1.1 MB
- 2014-05-11_19-06-54__Modeling_course_day_04.pdf 1.0 MB
- 2014-05-12_09-03-21__Modeling_course_day_10.pdf 875.7 KB
- 2014-05-11_04-21-44__Modeling_course_Sec_01.pdf 778.0 KB
- 2014-05-11_17-12-12__Modeling_course_day_03_2.pdf 678.0 KB
- 2014-05-11_17-12-12__Modeling_course_day_03.pdf 678.0 KB
- 2014-05-11_04-39-27__Modeling_course_Sec_02.pdf 513.9 KB
- 2014-05-11_04-39-27__Modeling_course_Sec_02_2.pdf 513.9 KB
- 2014-05-12_10-12-19__Modeling_course_day_13.pdf 390.3 KB
- 22eb1eb7-96a8-41ca-843f-8769ae8352b9.pdf 377.5 KB
- 2014-05-11_03-22-40__Model_building_Course_outline.pdf 232.4 KB
- readme.txt 8.6 KB
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