Hello,
I have large experience in statistical analysis, including:
Analysis of Variance (ANOVA), tests based on t, F, Chi-squared distributions, etc.
Regression modeling and analysis (linear, logistic, multinomial)
Time Series modelling: testing for Unit Root / stationarity, ARIMA, GARCH, M-GARCH, VAR modelling, cointegration analysis (Engle-Granger and Johanson methods);
Analysis of Longitudinal Data (Panel Data): Fixed effects and Random effects models, difference-in-difference estimation;
Structural Equation Modelling (SEM);
Inferential and forecasting analysis;
Exploratory Factor Analysis and Confirmatory Factor Analysis;
Latent Class Modelling;
Latent Growth Modelling;
Mediation analysis: classical Baron&Kenny approach and modern counterfactuals-based approach.
Moderation analysis.
Meta-analysis.
Statistical Software: R, STATA, EViews