Udemy - SAS Programming for Beginners - Validate Model Assumptions

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[ CourseHulu.com ] Udemy - SAS Programming for Beginners - Validate Model Assumptions
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Course Introduction
    • 1. Introduction to the Course.mp4 (12.0 MB)
    • 1. Introduction to the Course.srt (2.9 KB)
    2. SAS Studio on SAS for Academic
    • 1. SAS on demand for Academic (demo).mp4 (8.1 MB)
    • 1. SAS on demand for Academic (demo).srt (1.5 KB)
    3. Understanding SAS Syntax
    • 1. DATA Step.mp4 (4.2 MB)
    • 1. DATA Step.srt (1.0 KB)
    • 2. Procedure (PROC) Step.mp4 (8.8 MB)
    • 2. Procedure (PROC) Step.srt (1.5 KB)
    4. Defining SAS Variables
    • 1. Ways to define SAS variables.mp4 (2.5 MB)
    • 1. Ways to define SAS variables.srt (1.0 KB)
    • 2. Assignment statement.mp4 (5.1 MB)
    • 2. Assignment statement.srt (1.4 KB)
    • 3. INPUT statement.mp4 (13.3 MB)
    • 3. INPUT statement.srt (3.2 KB)
    • 4. VARIABLE NUMBERED RANGE LIST.mp4 (11.1 MB)
    • 4. VARIABLE NUMBERED RANGE LIST.srt (2.2 KB)
    • 5. Variable Attributes PROC CONTENTS.mp4 (10.1 MB)
    • 5. Variable Attributes PROC CONTENTS.srt (1.8 KB)
    5. SAS OPERATORS
    • 1. Arithmetic Operators.mp4 (3.5 MB)
    • 1. Arithmetic Operators.srt (1.2 KB)
    • 2. Example Arithmetic Operators.mp4 (6.9 MB)
    • 2. Example Arithmetic Operators.srt (1.6 KB)
    • 3. Comparison Operators.mp4 (4.2 MB)
    • 3. Comparison Operators.srt (1.5 KB)
    • 4. Logical Operators.mp4 (3.0 MB)
    • 4. Logical Operators.srt (1.0 KB)
    6. ACCESSING DATA IN SAS
    • 1. Access using SAS Library.mp4 (7.7 MB)
    • 1. Access using SAS Library.srt (2.3 KB)
    • 1.1 class.xlsx (9.8 KB)
    • 2. Using SAS Library demonstration.mp4 (30.1 MB)
    • 2. Using SAS Library demonstration.srt (5.1 KB)
    • 3. Using SAS Library reference.mp4 (8.7 MB)
    • 3. Using SAS Library reference.srt (1.3 KB)
    • 4. IMPORT PRODECURE (PROC IMPORT).mp4 (1.8 MB)
    • 4. IMPORT PRODECURE (PROC IMPORT).srt (1.0 KB)
    • 5. IMPORT AN EXCEL FILE.mp4 (1.0 MB)
    • 5. IMPORT AN EXCEL FILE.srt (0.6 KB)
    • 6. IMPORTING A CSV FILE.mp4 (47.0 MB)
    • 6. IMPORTING A CSV FILE.srt (5.0 KB)
    • 6.1 class_birthdate.csv (0.6 KB)
    • 7. RAW INSTREAM DATA.mp4 (16.3 MB)
    • 7. RAW INSTREAM DATA.srt (2.4 KB)
    7. CONTROL OUTPUT OF VARIABLES
    • 1. Control Output of Variables.mp4 (3.6 MB)
    • 1. Control Output of Variables.srt (0.8 KB)
    • 2. RENAME & KEEP statements.mp4 (24.5 MB)
    • 2. RENAME & KEEP statements.srt (3.0 KB)
    • 3. DROP statement.mp4 (16.5 MB)
    • 3. DROP statement.srt (1.8 KB)
    • 4. WHERE statement.mp4 (11.2 MB)
    • 4. WHERE statement.srt (1.3 KB)
    8. DATA MANIPULATION
    • 1. IF-THENELSE.mp4 (6.6 MB)
    • 1. IF-THENELSE.srt (1.4 KB)
    • 10. Example DO UNTIL.mp4 (10.4 MB)
    • 10. Example DO UNTIL.srt (1.6 KB)
    • 11. Exercise DO Loops.mp4 (21.9 MB)
    • 11. Exercise DO Loops.srt (4.5 KB)
    • 12. Exercise continue Do Loops.mp4 (7.2 MB)
    • 12. Exercise continue Do Loops.srt (1.0 KB)
    • 2. Example IF-THENELSE.mp4 (25.6 MB)
    • 2. Example IF-THENELSE.srt (3.4 KB)
    • 3. IF-THENDO.mp4 (2.2 MB)
    • 3. IF-THENDO.srt (1.0 KB)
    • 4. Example IF-THENDO.mp4 (20.0 MB)
    • 4. Example IF-THENDO.srt (2.7 KB)
    • 5. Exercise IF-THENDO.mp4 (21.1 MB)
    • 5. Exercise IF-THENDO.srt (2.2 KB)
    • 6. DO Loops.mp4 (3.0 MB)
    • 6. DO Loops.srt (1.0 KB)
    • 7. Example Iterative Do Loops.mp4 (20.0 MB)
    • 7. Example Iterative Do Loops.srt (5.0 KB)
    • 8. DO WHILE & DO UNTIL.mp4 (3.0 MB)
    • 8. DO WHILE & DO UNTIL.srt (0.9 KB)
    • 9. Example DO WHILE.mp4 (7.8 MB)
    • 9. Example DO WHILE.srt (1.3 KB)
    9. DATA PREPROCESSING - VALIDATING MODEL ASSUMPTIONS
    • 1. MISSING VALUES & DUPLICATES.mp4 (3.5 MB)
    • 1. MISSING VALUES & DUPLICATES.srt (1.5 KB)
    • 10. Shapiro Wiks Test for Normality.mp4 (20.1 MB)
    • 10. Shapiro Wiks Test for Normality.srt (4.2 KB)
    • 11. OUTLIERS & INFLUENTIAL OBSERVATIONS.mp4 (3.5 MB)
    • 11. OUTLIERS & INFLUENTIAL OBSERVATIONS.srt (1.3 KB)
    • 12. Outlier Detection.mp4 (16.8 MB)
    • 12. Outlier Detection.srt (3.1 KB)
    • 2. DEALING WITH MISSING VALUES MISSING().mp4 (32.1 MB)
    • 2. DEALING WITH MISSING VALUES MISSING().srt (5.1 KB)
    • 2.1 class_missing.xlsx (13.1 KB)
    • 3. DUPLICATES -- NODUPRACS.mp4 (23.1 MB)
    • 3. DUPLICATES -- NODUPRACS.srt (3.1 KB)
    • 4. Multicollinearity or Collinearity Diagnostics.mp4 (8.3 MB)
    • 4. Multicollinearity or Collinearity Diagnostics.srt (2.3 KB)
    • 5. Detecting Multicollinearity.mp4 (54.2 MB)
    • 5. Detecting Multicollinearity.srt (6.9 KB)
    • 5.1 Dataset.txt (1.1 KB)
    • 6. LINEARITY ASSUMPTION.mp4 (6.3 MB)
    • 6. LINEARITY ASSUMPTION.srt (1.4 KB)
    • 7. Validating Linearity Pearson Correlation Test.mp4 (24.7 MB)
    • 7. Validating Linearity Pearson Correlation Test.srt (3.2 KB)
    • 8. Validating Linearity Residual Diagnostics.mp4 (11.2 MB)
    • 8. Validating Linearity Residual Diagnostics.srt (1.7 KB)
    • 9. Normality Test.mp4 (2.5 MB)
    • 9. Normality Test.srt (1.0 KB)
    • Bonus Resources.txt (0.4 KB)

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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Udemy - SAS Programming for Beginners - Validate Model Assumptions

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616.4 MB
seeders:0
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Udemy - SAS Programming for Beginners - Validate Model Assumptions

Torrent hash: 1DC6D9211515A88B95D7A4640B21C0690A837414