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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