Standard courses on SPSS , STATA

Quantitative Analysis through SPSS

Introduction to SPSS

  • Windows, Menu, Status bar
  • Dialogue box, sub-dialogue box
  • Variable names, variable labels
  • Basic steps in data analysis

Data Files and Editor

  • Opening a SPSS and external data file and options
  • Saving a files and options
  • Data view, Variable view, entering data, editing data
  • Go to case, Case selection
  • Data preparations, transformation and file handling

Defining variables and its properties

  • Computing variables, functions, missing values, recording values
  • Sort, transport, merge, aggregate data, split file, select cases, weight cases
  • Output viewer, output export, saving output

Working with command syntax

  • Syntax rules
  • Editing syntax
  • Multiple execute commands

Frequencies , Descriptive, Explore, Crosstabs

  • Frequencies statistics, charts and formats
  • Descriptive and options
  • Explore statistics, plots and options
  • Crosstabs layers, statistics and format
  • Summarize options and statistics

Statistical analysis in SPSS

  • Means and options
  • Factor analysis
  • Cluster analysis
  • T- tests, paired t-tests, one sample t-test
  • Bivariate and partial correlations
  • Linear regression (simple and multiple)
  • Logistic regression (predictive modeling
  • Principal Components, Factor, and Cluster Analysis

Quantitative Analysis through STATA

  1. Data Management
  2. Graphs
    • Histograms
    • Scatterplots
    • Line plots
    • Box plot
    • Pie Charts
    • Bar Charts
    • Dot Plots
  1. Summary Statistics and Tables
  2. ANOVA and other Comparison Methods
  3. Linear Regression Analysis
  4. Regression Diagnostic
  5. Fitting Curves
  6. Robust Regression
  7. Logistic Regression
  8. Principal Components, Factor, and Cluster Analysis

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