This is a selected list of my past projects:
Chi-square test in pedagogy
Chi-square test was used to find the differences between these groups (students in different years of study and also between liberal arts and science studies curriculum).
Factors affecting flat prices – Linear regression
Using R, linear regression was performed to identify which of the examined factors affected outcome and how the outcome was affected.
ANOVA and Post-hoc tests in pedagogy
ANOVA and Post-hoc tests were used to determine, if there are differences between examined groups and to assess the extent of them when there are. The analysis was conducted in SPSS.
Logistic regression model in the medical field
Logistic regression and odds models were performed to identify factors that may have influence on the outcome variables of interest.
Spearman‘s correlation in the medical field
In Excel, F-test and t-tests were performed to compare male and female patients. Spearman’s correlation was used to determine the relationship
Questionnaires with ordinal variables
Several ordinal logistic regressions (OLRs) and one cumulative OLR were performed. The influence of individual independent variables was examined and the most significant predictors of the model were selected.
Models with numeric dependent variable
Linear regression models were chosen as a suitable method for predicting scores in performance tests. During the analysis, both numerical and categorical variables were analyzed.
Data analysis of online survey
Descriptive statistics and data visualization (barcharts, pie charts) in Excel.
Time series analysis of crime data
Step-wise linear regression was applied to find factors (economic, social and cultural) that best explain the changing crime rates in the USA over time. The report was delivered in APA format.
And many more…