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SAS - Data Manipulation & Advanced Analytics Modeling
Data manipulation
Lecture 1: Import of Data | Create Libraries | Modifying data | Numeric Functions
Lecture 2: String Functions | Keep/Drop | Rename/Label | Proc Contents | Date Functions
Lecture 3: Proc Print | IF - THEN - ELSE
Lecture 4: Proc Sort | Removal of Duplicates | Disintegration | Appending
Lecture 6: Class Assignment
Lecture 7: Concepts on Descriptive Stats | Proc Means | BY/CLASS | Proc Summary
Lecture 8: Merging | SQL in SAS | Grouping | Distinct/Count | Merging in SQL | Macro
Lecture 9: Array | Proc Univariate (Outlier) | Normality Test | TTest | Anova | Frequency | Correlation
SAS Models
Cluster Analysis
Cluster Analysis Data Sets
Linear Regression
Linear Regression Data Set
Logistic Regression
Logistic Regression Data Set
Time Series
Time Series Data Set
Lecture 7: Concepts on Descriptive Stats | Proc Means | BY/CLASS | Proc Summary
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