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ADVANCED ANALYTICS WITH SAS
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SPSS COURSE
Syllabus for SPSS
Overview of Data Analysis
Overview of SPSS
Getting Started
Options to personalize SPSS Interface
  • Options in the Edit Menu
Data Editor Window
  • Open Files in SPSS
  • Define/Modify Variables
  • File Manipulation: sort, merge, Transpose
  • File Manipulation: select, split
  • Programmability Extension-Using R inside SPSS
Data Transformation
  • Transformation of Variables
  • Data Restructuring between cases and variables
Output Window
  • Output: editing, printing
  • Output: pivot table, Saving, Exporting
Syntax Editor Window
  • Syntax Editing and Journal Files
Chart Editor Window
  • Output: Chart Editing
Statistical Techniques
  • Introduction to Statistical Procedures in SPSS
Descriptive Statistics
  • Frequencies and Descriptive
  • Explore Procedures
  • Crosstabs Procedures
Compare Means
  • t-test procedures
  • One-way ANOVA
General Linear Models
  • Univariate GLM
  • Multivariate GLM
  • GLM: Repeated measures
Generalized Linear Models
Correlations
  • Bivariate and Partial Correlation
Regression Models
  • Linear Regression - stats, diagnosis, plots
  • Linear Regression - Variable selections
  • Multiple Regression
  • Logistic Regression
Classification
  • Cluster Analysis - clustering variables or cases
Data Reduction
  • Factor Analysis
Scale - Reliability Analysis
Time Series
  • Time Series Smoothing
  • Time Series: ARIMA models using Expert Module

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