Statistical data analysis services for theses and journal articles
Choosing the right test and reporting it correctly
Many manuscripts are sent back for revision because the statistics do not match the study design. We start from your research question and your data, confirm that the assumptions are met, and choose methods you can defend in front of reviewers or a thesis committee.
We work with survey data, clinical and experimental data, secondary datasets and repeated measures. Every output is explained in plain language, so you understand what the numbers mean and can answer questions about them.
Who this is for
- Researchers with data who are unsure which test to use
- Students who need a results chapter for a thesis
- Authors asked by reviewers to redo or justify an analysis
- Teams that need a statistician for an article or grant
What our data analysis service includes
Data cleaning and preparation
Missing values, outliers, coding and assumption checks handled and documented before any test is run.
Descriptive and inferential tests
T-tests, ANOVA, chi-square and non-parametric alternatives, matched to your design and data.
Regression and modelling
Linear, logistic, ordinal, multilevel and survival models with diagnostics and effect sizes.
Factor analysis and SEM
Exploratory and confirmatory factor analysis, structural equation modelling, reliability and validity of scales.
Tables, figures and write-up
Formatted tables, clear charts and a results section written in thesis or journal style.
Reproducible outputs
Syntax or scripts and annotated output so every number can be traced and rerun.
How the work runs
Share data and question
Plan the analysis
Run and check
Report and explain
What you receive
- A cleaned dataset with coding notes
- A short analysis plan and methods paragraph
- Formatted tables and figures
- A results section in thesis or journal style
- Syntax or script files and annotated output
Standards and tools
Analyses follow accepted statistical practice and the reporting conventions of your field and target journal.