SPSS
Offered By: YouTube
Course Description
Overview
Learn essential statistical analysis techniques using SPSS software in this comprehensive tutorial. Master Fisher's exact test, Chi-Square test, Correlation Analysis, Mann-Whitney U test, and Kruskal-Wallis test. Explore forecasting analysis with a COVID-19 example, conduct Kaplan-Meier Survival Analysis using expression datasets, perform Linear Regression Analysis on coronavirus incidence data, and delve into Cox Regression Survival Analysis. Gain proficiency in Factor Analysis, specifically Principal Component Analysis (PCA), and understand how to execute One-way ANOVA. Perfect for beginners, this 90-minute guide provides step-by-step instructions for various statistical tests, ensuring a solid foundation in SPSS-based data analysis.
Syllabus
Fisher or Chi Square test using SPSS.
Correlation Analysis using SPSS.
Mann Whitney and Kruskal Wallis Tests using SPSS.
Forecasting Analysis Using SPSS (Example COVID-19).
Kaplan Meier Survival Analysis using SPSS (example expression dataset).
Kaplan Meier Survival Analysis using SPSS (example expression dataset).
Linear Regression Analysis (Example coronavirus incidence).
Cox Regression Survival Analysis - IBM SPSS.
Factor Analysis using SPSS - Principal Component Analysis (PCA).
Simple SPSS tutorial - Easy guide for beginners.
One way ANOVA using SPSS (Analysis of Variance).
Kruskal Wallis test using IBM SPSS - Tutorial for beginners.
Taught by
Farhan Haq
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