UDEMY Logistic Regression Credit Scoring Modeling using SAS FIRSTTHINKER

UDEMY Logistic Regression Credit Scoring Modeling using SAS FIRSTTHINKER

Name	[UDEMY] Logistic Regression (Credit Scoring) Modeling using SAS [FIRSTTHINKER]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.2 GB
Total Files	86
Hash	0BF4950139250D43E1AA5595244950B072F46A5A

/05 Variable Selection - Select important numeric and character variables/
037 Model Workout - 01 Data Treatment.mp4	98.0 MB
042 Theory and Example of Step wise selection of Numeric Variable.mp4	37.8 MB
034 Understand Chi-Square statistics for selecting Important Categorical Variables.mp4	28.7 MB
039 SAS Macro to check directional sense of numeric variable.mp4	27.3 MB
036 Data Workout - Preamble.mp4	18.8 MB
041 Introduction to Logistic Regression.mp4	17.5 MB
032 Variable Selection - High level and flow chart of steps.mp4	17.3 MB
044 Appendix - Information Value method of selecting important variables all types.mp4	13.4 MB
038 Numeric Variable Selection - Part 01.mp4	12.2 MB
045 Appendix -Phi Square and Cramers V for important categorical variable selection.mp4	11.9 MB
043 Appendix - Fishers linear discriminant function to select important numeric Var.mp4	11.1 MB
035 Getting Chi-Square statistics using SAS.mp4	10.0 MB
033 Important Character Categorical Variable selection - high level.mp4	7.0 MB
040 Recap Linear Regression.mp4	5.0 MB
031 Section Outline.mp4	2.7 MB
/06 Multi Collinearity Treatment/
052 Model Data workout - 03 Multi Collinearity Treatment Scientifically.mp4	62.6 MB
049 Multi Collinearity Treatment - part 01.mp4	31.4 MB
051 Model Data workout - 02 Bi Variate strength of variables.mp4	29.7 MB
048 Detecting Multi Collinearity.mp4	15.4 MB
050 Multi Collinearity Treatment - part 02.mp4	11.8 MB
047 Common Sense Understanding of Multi collinearity and its impact.mp4	8.1 MB
046 Section Outline.mp4	5.1 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	46.3 MB
023 Feel the data - know its distribution.mp4	26.5 MB
026 Feel the data - know the percentile.mp4	23.3 MB
024 Feel the data - Understand Coefficient of variance need and applicability.mp4	16.4 MB
030 Missing Value treatment And Flooring Capping Guidiline.mp4	13.6 MB
020 Feel the data - know its contents.mp4	12.3 MB
021 Feel the data - View its contents.mp4	9.8 MB
022 Feel the data - know its distinct values.mp4	9.3 MB
019 How to download excel word files .mp4	8.1 MB
028 Feel the data - Understand box plot to detect outliers.mp4	7.8 MB
027 Feel the data - know stem n leaf diagram.mp4	7.2 MB
025 Feel the data - know kurtosis and skewness.mp4	6.7 MB
017 Section Outline.mp4	4.3 MB
018 Essential Data Quality.mp4	3.1 MB
/08 Strength of a Model and Model Validation Methods/
071 Model Data Workout - part 08 Generate KS Statistics for the model.mp4	44.5 MB
069 Understand Score and Generate Score in the data set.mp4	33.0 MB
068 Model Data Workout - part 06 Coefficient Stability Check.mp4	23.8 MB
072 Model Data Workout - part 09 Understand and Generate Gini Statistics.mp4	18.2 MB
073 Model Data Workout - part 10 Understand Apply Model Validation n Stability Chk.mp4	16.3 MB
074 Model Presentation Guideline - What should be presented to business.mp4	8.8 MB
070 Theoretical Understanding of KS.mp4	4.5 MB
067 Section Outline.mp4	2.3 MB
075 Final Words.mp4	1.9 MB
/02 Introduction to Credit Scoring Credit Score card development/
008 Benefit of scoring modelling.mp4	37.9 MB
007 High Level Understanding of Score.mp4	16.6 MB
006 3C Concept of Credit Approval Process.mp4	14.1 MB
010 Types of scores.mp4	11.9 MB
009 Introduction to modeling.mp4	8.1 MB
011 A typical risk score.mp4	3.6 MB
005 Section outline.mp4	1.1 MB
/07 Iterate for final model Understand strength of the model/
063 Concordance, Somers D, Gamma, Tau etc..mp4	32.7 MB
066 Model Data Workout - part 05 Select best 8 variables.mp4	28.6 MB
062 Maximum Likelihood Estimate.mp4	21.4 MB
058 Log Likelihood.mp4	20.4 MB
061 Model Fit Statistics - Revisit.mp4	19.0 MB
065 Model Data Workout - part 04 Try Model on 10 variables.mp4	17.4 MB
055 Logistic Model Information - part 01.mp4	11.0 MB
056 Logistic Model Information - part 02.mp4	9.2 MB
064 Ideal logistic regression output.mp4	8.8 MB
059 Log Likelihood ratio - part 01.mp4	8.6 MB
054 Introduction to final model development steps.mp4	5.1 MB
060 Log Likelihood Ratio - part 02.mp4	4.7 MB
053 Section Outline.mp4	4.5 MB
057 Model Fit Statistics.mp4	4.1 MB
/03 Data Design for Modelling/
013 Model Design Example.mp4	20.0 MB
015 Decide Performance window by Vintage Analysis.mp4	17.8 MB
014 Model Design - definitions and pointers.mp4	12.8 MB
016 Model Design Precaution.mp4	10.1 MB
012 Section outline.mp4	2.7 MB
/01 Course Outline/
002 Introduction to logistic Regression Modelling - High level.mp4	11.0 MB
003 Udemy Content details - Model workout details and excel file downloads.mp4	9.0 MB
001 Course content.mp4	7.7 MB
004 Tips for Students.mp4	2.5 MB
/
2014-05-11_19-06-54__Modeling_course_day_04.pdf	1.1 MB
2014-05-12_09-03-21__Modeling_course_day_10.pdf	896.7 KB
2014-05-11_04-21-44__Modeling_course_Sec_01.pdf	796.7 KB
2014-05-11_17-12-12__Modeling_course_day_03_2.pdf	694.3 KB
2014-05-11_17-12-12__Modeling_course_day_03.pdf	694.3 KB
2014-05-11_04-39-27__Modeling_course_Sec_02.pdf	526.2 KB
2014-05-11_04-39-27__Modeling_course_Sec_02_2.pdf	526.2 KB
2014-05-12_10-12-19__Modeling_course_day_13.pdf	399.7 KB
22eb1eb7-96a8-41ca-843f-8769ae8352b9.pdf	386.5 KB
2014-05-11_03-22-40__Model_building_Course_outline.pdf	238.0 KB
readme.txt	8.8 KB
Total files 86