This will be your life saver for your statistics take-home-assignment and exam!! I made this step-to-step summary by merging all information from the lectures, chapters and practice units into one summary. In the end I got an 8.3 for the exam.
Little tip: I have made a bundle of 3 documents that...
Exam Guide for Applied Multivariate Data Analysis – Get yourself a Wonderful Grade!
Summary of Statistics (IBC), Radboud University
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Statistics for Premasters
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Table of contents
General ........................................................................................................................................................... 5
How is it measured? ....................................................................................................................................... 5
Abbreviations and definitions ......................................................................................................................... 7
Steps of data analysis ..................................................................................................................................... 9
How to calculate a one sample t-test ............................................................................................................ 23
Phase 1 - Prepare .............................................................................................................................................. 23
Phase 2 – Calculate ........................................................................................................................................... 23
Phase 3 – Conclude............................................................................................................................................ 23
Phase 4 – Report ............................................................................................................................................... 23
How to calculate a one-way ANOVA ............................................................................................................. 25
Phase 1 - Prepare .............................................................................................................................................. 25
Phase 2 – Calculate ........................................................................................................................................... 25
Phase 3 – Report ............................................................................................................................................... 26
How to calculate a factorial ANOVA .............................................................................................................. 29
Phase 1 – Prepare.............................................................................................................................................. 29
Phase 2 – Calculate ........................................................................................................................................... 29
Phase 3 – Report ............................................................................................................................................... 30
How to calculate a chi-square test of association (x2) .................................................................................... 33
Phase 1 – Prepare.............................................................................................................................................. 33
Phase 2 – Calculate manually............................................................................................................................ 33
Phase 2 – Calculate by SPSS .............................................................................................................................. 33
Phase 3 – Report ............................................................................................................................................... 34
How to calculate a correlation analysis ......................................................................................................... 35
Phase 1: Prepare ............................................................................................................................................... 35
How to calculate a simple linear regression (regression analysis) .................................................................. 39
Phase 1: Prepare ............................................................................................................................................... 39
Phase 2: Calculate by hand ............................................................................................................................... 39
Phase 2: Calculate by SPSS ................................................................................................................................ 40
Phase 3: Report ................................................................................................................................................. 41
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