Udemy - SAS Programming for Beginners - Validate Model Assumptions

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Udemy - SAS Programming for Beginners - Validate Model Assumptions (Size: 616.4 MB)
  1. Access using SAS Library.mp4 7.7 MB
  1. Access using SAS Library.srt 2.3 KB
  1. Arithmetic Operators.mp4 3.5 MB
  1. Arithmetic Operators.srt 1.2 KB
  1. Control Output of Variables.mp4 3.6 MB
  1. Control Output of Variables.srt 819.2 B
  1. DATA Step.mp4 4.2 MB
  1. DATA Step.srt 1 KB
  1. IF-THENELSE.mp4 6.6 MB
  1. IF-THENELSE.srt 1.4 KB
  1. Introduction to the Course.mp4 12 MB
  1. Introduction to the Course.srt 2.9 KB
  1. MISSING VALUES & DUPLICATES.mp4 3.5 MB
  1. MISSING VALUES & DUPLICATES.srt 1.5 KB
  1. SAS on demand for Academic (demo).mp4 8.1 MB
  1. SAS on demand for Academic (demo).srt 1.5 KB
  1. Ways to define SAS variables.mp4 2.5 MB
  1. Ways to define SAS variables.srt 1 KB
  1.1 class.xlsx 9.8 KB
  10. Example DO UNTIL.mp4 10.4 MB
  10. Example DO UNTIL.srt 1.6 KB
  10. Shapiro Wiks Test for Normality.mp4 20.1 MB
  10. Shapiro Wiks Test for Normality.srt 4.2 KB
  11. Exercise DO Loops.mp4 21.9 MB
  11. Exercise DO Loops.srt 4.5 KB
  11. OUTLIERS & INFLUENTIAL OBSERVATIONS.mp4 3.5 MB
  11. OUTLIERS & INFLUENTIAL OBSERVATIONS.srt 1.3 KB
  12. Exercise continue Do Loops.mp4 7.2 MB
  12. Exercise continue Do Loops.srt 1 KB
  12. Outlier Detection.mp4 16.8 MB
  12. Outlier Detection.srt 3.1 KB
  2. Assignment statement.mp4 5.1 MB
  2. Assignment statement.srt 1.4 KB
  2. DEALING WITH MISSING VALUES MISSING().mp4 32.1 MB
  2. DEALING WITH MISSING VALUES MISSING().srt 5.1 KB
  2. Example Arithmetic Operators.mp4 6.9 MB
  2. Example Arithmetic Operators.srt 1.6 KB
  2. Example IF-THENELSE.mp4 25.6 MB
  2. Example IF-THENELSE.srt 3.4 KB
  2. Procedure (PROC) Step.mp4 8.8 MB
  2. Procedure (PROC) Step.srt 1.5 KB
  2. RENAME & KEEP statements.mp4 24.5 MB
  2. RENAME & KEEP statements.srt 3 KB
  2. Using SAS Library demonstration.mp4 30.1 MB
  2. Using SAS Library demonstration.srt 5.1 KB
  2.1 class_missing.xlsx 13.1 KB
  3. Comparison Operators.mp4 4.2 MB
  3. Comparison Operators.srt 1.5 KB
  3. DROP statement.mp4 16.5 MB
  3. DROP statement.srt 1.8 KB
  3. DUPLICATES -- NODUPRACS.mp4 23.1 MB
  3. DUPLICATES -- NODUPRACS.srt 3.1 KB
  3. IF-THENDO.mp4 2.2 MB
  3. IF-THENDO.srt 1 KB
  3. INPUT statement.mp4 13.3 MB
  3. INPUT statement.srt 3.2 KB
  3. Using SAS Library reference.mp4 8.7 MB
  3. Using SAS Library reference.srt 1.3 KB
  4. Example IF-THENDO.mp4 20 MB
  4. Example IF-THENDO.srt 2.7 KB
  4. IMPORT PRODECURE (PROC IMPORT).mp4 1.8 MB
  4. IMPORT PRODECURE (PROC IMPORT).srt 1 KB
  4. Logical Operators.mp4 3 MB
  4. Logical Operators.srt 1 KB
  4. Multicollinearity or Collinearity Diagnostics.mp4 8.3 MB
  4. Multicollinearity or Collinearity Diagnostics.srt 2.3 KB
  4. VARIABLE NUMBERED RANGE LIST.mp4 11.1 MB
  4. VARIABLE NUMBERED RANGE LIST.srt 2.2 KB
  4. WHERE statement.mp4 11.2 MB
  4. WHERE statement.srt 1.3 KB
  5. Detecting Multicollinearity.mp4 54.2 MB
  5. Detecting Multicollinearity.srt 6.9 KB
  5. Exercise IF-THENDO.mp4 21.1 MB
  5. Exercise IF-THENDO.srt 2.2 KB
  5. IMPORT AN EXCEL FILE.mp4 1 MB
  5. IMPORT AN EXCEL FILE.srt 614.4 B
  5. Variable Attributes PROC CONTENTS.mp4 10.1 MB
  5. Variable Attributes PROC CONTENTS.srt 1.8 KB
  5.1 Dataset.txt 1.1 KB
  6. DO Loops.mp4 3 MB
  6. DO Loops.srt 1 KB
  6. IMPORTING A CSV FILE.mp4 47 MB
  6. IMPORTING A CSV FILE.srt 5 KB
  6. LINEARITY ASSUMPTION.mp4 6.3 MB
  6. LINEARITY ASSUMPTION.srt 1.4 KB
  6.1 class_birthdate.csv 614.4 B
  7. Example Iterative Do Loops.mp4 20 MB
  7. Example Iterative Do Loops.srt 5 KB
  7. RAW INSTREAM DATA.mp4 16.3 MB
  7. RAW INSTREAM DATA.srt 2.4 KB
  7. Validating Linearity Pearson Correlation Test.mp4 24.7 MB
  7. Validating Linearity Pearson Correlation Test.srt 3.2 KB
  8. DO WHILE & DO UNTIL.mp4 3 MB
  8. DO WHILE & DO UNTIL.srt 921.6 B
  8. Validating Linearity Residual Diagnostics.mp4 11.2 MB
  8. Validating Linearity Residual Diagnostics.srt 1.7 KB
  9. Example DO WHILE.mp4 7.8 MB
  9. Example DO WHILE.srt 1.3 KB
  9. Normality Test.mp4 2.5 MB
  9. Normality Test.srt 1 KB
  Bonus Resources.txt 409.6 B
  Get Bonus Downloads Here.url 204.8 B
  ▲ 102 total files

Description


SAS Programming for Beginners : Validate Model Assumptions
https://CourseHulu.com

Published 08/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 48 lectures (2h) | Size: 616.5 MB

Beginners in SAS: DO Loops, IF-THEN/ELSE, IF-THEN/DO , Multicollinearity, Linearity, Normality Tests, Outlier detection

What you'll learn
Understand the basics of DATA Step & Procedure Step
Learn to define SAS variables using NUMBERED RANGE LIST
Learn to access EXCEL FILES & CSV FILES in SAS data using a library & IMPORT procedure
Learn to use RENAME, KEEP & DROP statements
IF-THEN/ELSE statements
IF-THEN/DO statements
DO Loops : DO WHILE & DO UNTIL
Validate Statistics Model Assumptions by Visualization Techniques in SAS
Multicollinearity or Collinearity Diagnostics
Validate Linearity Assumption
Normality Test : Shapiro Wiks Test for Normality
Outlier Detection & Influential Observations
Interpretation of Cook's Distance plots
Interpretation of DFFETS & DFBETAS plots
WELL INTERPRETATION OF ALL THE RESULTS

Requirements
No sas programming experience you will learn everything
Enjoying statistics interpretations

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