From Raw Data to a Thesis Results Chapter | Complete Statistics Workflow

How do you go from raw data to a complete thesis Results chapter? In this final episode of the Thesis & Statistics series, we put everything together in one complete workflow. Using a student GPA dataset, we go from the research question and raw data to exploratory analysis, multiple linear regression, assumption checking, interpretation, tables, figures, and finally writing the Methodology, Results, and Discussion sections. You'll see how statistical output is transformed into clear thesis writing, rather than simply copying numbers from R into Word. In this video, you will learn: 00:00- The research question and study variables 01:20- Checking and exploring the data 09:40- Choosing and running multiple linear regression, interpreting coefficients, p-values, and R² 18:30- Checking model assumptions 27:27- Deciding which outputs and figures belong in the thesis, and turning outputs into tables and figures 31:55- Writing the Methodology and Discussion sections Software: R, RStudio, Microsoft Word Analysis: Multiple Linear Regression #Statistics #ThesisWriting #RProgramming #DataAnalysis #SPSS #researchmethods