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STATISTICAL PACKAGE FOR THE SOCIAL SCIENCE (SPSS) Training from ICC Teleservices

Duration 24(Hrs)

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Getting Started

  • • Getting familiar with the interface
  • • Importing data from Excel
  • • Exploratory Data Analysis
  • • Plotting several types of charts
  • • Transforming variables

Moving On

  • • Descriptive statistics for two or more variables
  • • Inferential statistics for the mean and the median
  • • One-sample t-test
  • • T-test and Mann-Whitney U Test
  • • Paired-difference t-test & Wilcoxon Signed-Rank Test
  • • Creating and editing charts for two or more variables
  • • Inferential statistics for categorical variables:
  • • One-sample binomial test
  • • One-sample Chi-square
  • • Chi-Squared Test of Independence
  • • Power Analysis for the mean, median, and proportion

Advanced 1

  • • Bivariate linear regression and correlation
  • • Multiple linear regression and correlation
  • • Model building and selection
  • • Power Analysis for correlation and regression

Advanced 2

  • • One-way ANOVA & Kruskal-Wallis Test
  • • Two-way ANOVA & Friedman Test
  • • Analysis of Covariance
  • • Power Analysis for ANOVA and ANCOVA

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