Course content:

This course contains the following topics:

Chapter 1: Getting started 

• Installing (trial version) and opening SPSS

• SPSS Data, Output and Syntax windows

• SPSS file menus

• Getting help in SPSS

Chapter 2: Importing Data 

• Manually inputting data in SPSS

• Import and open .xlsx, .csv, .txt, .sav, .dta and other file formats

• Data and Variable views

Chapter 3: Data Manipulation

• Select Cases

• Sorting of Cases

• Visual Binning

• Data Merge

• Splitting data

Chapter 4: Manipulating Variables  

• Creating New Variables

• Recoding into Different Variables

• Recoding into Same Variables

• Summarisation of Data

• Measurement Scales

Chapter 5: Exploring data 

• Frequency Tables

• Descriptive Statistics

• Generating a Histogram

• Generating Statistics

• Building Graphs Easily

• Cross Tables

Chapter 6: Statistical Analysis  

• Hypothesis Testing

  1. P-Value

  2. Significance Levels

  3. Confidence Intervals

• Study Population and Sampling

• Distributions

• T-Tests

• Correlation Analysis

• Linear Regression

  1. Simple and Multiple  Linear Regression

  2. Regression Diagnostics 

  3. Alternatives to linear models

• Logistic regression

  1. Building logistic regression Models

  2. Model evaluation: ROC analysis

  3. Firth's correction

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