Statistical Analysis with SPSS ( Long-term Course)

Course Content

  • Introduction to statistical analysis
  • Data checking
  • Describing categorical data
  • Exploratory data analysis: scale data
  • Probability and inferential statistics
  • Comparing categorical variables
  • Mean differences between groups
  • Bivariate plots and correlations: scale variables
  • Fundamental concepts in inferential statistics
  • Descriptive statistics
  • Comparison of two means with z-test and t-test
  • Comparison of means with analysis of variance (ANOVA)
  • Comparison of means with two-way analysis of variance
  • Hypothesis testing with analysis of covariance
  • Descriptive statistics
  • Comparison of two means with z-test and t-test
  • and much more…

What you will learn

  • Comparison of means with analysis of variance (ANOVA)
  • Comparison of means with two-way analysis of variance
  • Introduction to regression
  • Mean differences between groups: one factor anova
  • Introduction to multiple regression
  • Alternative exercises
  • Understanding the capabilities of SPSS software
  • Cleaning, coding and data entry in SPSS
  • Choosing the correct statistical test to run
  • Interpreting SPSS output
  • Statistical analysis of SPSS data output

Requirements & who can attend

No experience required.

Suitable for: Anyone new to SPSS who would like to improve their ability to understand and report on data with the reliability of statistical significance to supporting their results.

 

Learn by doing

  • Learn the basics of the SPSS software program
  • You will gain proficiency in how to produce and interpret a number of different descriptive statistics in SPSS
  • Correlation and regression analyses, using SPSS
  • Nonparametric statistics with SPSS

Course at a Glance

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