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