SPSS Course Syllabus

Module 1: Introduction to Statistics & SPSS Data Management

  • Introductory Statistics: Data types, Measures of Central Tendency
  • SPSS Environment: Data View; Variable View
  • Data Management: Preparation, Select and Split File, Computation & Transformation, Code and Recode

Module 2: Exploratory Data Analysis

  • Exploratory Data Analysis
  • Graphical Representation of Data: Histogram, Bar Plot, Line Plot, Pie Chart, Scatter Plot
  • Descriptive Statistics
  • Measures of Variability, Shape, and Size of Data
  • Normal Distribution, Binomial Distribution, and Poisson Distribution
  • Normality Tests of Data with Plot

Module 3: Hypothesis Testing using Bivariate Analysis

  • Cross Tabulation in Chi-Square Test
  • Phi
  • Cramer's V
  • Eta
  • Kappa
  • Relative Risk
  • Kendall's Tau
  • McNemar Test

Module 4: Correlation and Linear Regression

  • Correlation (Simple and Multiple) and its Diagnostics
  • Linear Regression (Simple and Multiple) and its Diagnostics

Module 5: Parametric Tests

  • t-test (One Sample, Paired Sample and Independent Samples)
  • ANOVA
  • ANCOVA
  • MANOVA (One Way and Two-Way)
  • MANCOVA (One Way and Two-Way) and Repeated Measure

Module 6: Non-parametric Tests

  • Mann Whitney U Test
  • Wilcoxon Sign Rank Test
  • One Sample Run Test
  • Kruskal-Wallis Test

Module 7: Valedictory

  • Assignment
  • Visualizing and Reporting the Findings
  • Certificate Distribution