Online Statistics Tutor Athanasios

6+ years of teaching experience in Statistics, Econometrics and Quantitative/Qualitative Research Methods at Erasmus University Rotterdam, incl. small scale interactive classes, lectures, thesis supervision and coordination of large classes with 200+ students. Ranked as top statistics tutor for 3 consecutive years based on students evaluations. Experience using statistical software R/SPSS/Python/Stata.

I have a strong background in the fundamentals of statistics/econometrics and programming, both in theory and practice.

Here is an indicative list of topics I can help you with, but please note this list is not exhaustive:

- Hypothesis Testing, Analysis of Experimental Data, Power, Effect Size
- Parametric Inference and Estimation (i.e., regression, t-test, chi-square test)
- Causal Inference with Observational Data (i.e., instrumental variables, difference-in-differences, regression discontinuity)
- Probability Theory (i.e., LLN, CLT, probability distributions, Bayes theorem)
- Non - parametric and Machine Learning methods (i.e., supervised classification/regression techniques, unsupervised/clustering techniques)
- Quantitative methodology and evaluation of analysis results

In addition, the class may cover programming and coding in R, Python or SPSS.

Overall, I can help and guide you in the implementation of any statistical and econometric analyses pertaining to the disciplines of psychology, economics, policy evaluation, management, political science and sociology.