Education Management - Amsterdam, North Holland, Netherlands
StatsAid is a one-man business that delivers high-quality and personalised services regarding:• Private tutoring on the mathematics and theory behind statistical modelling;• Performing statistical data analysis on request;• Conducting statistics workshops and lectures for groups of academic students.Expertise in amongst others:- Probability theory- Dimensionality reduction or feature extraction (e.g. PCA, t-SNE)- Clustering techniques (K-Means, Hierarchical clustering)- Linear models (e.g. OLS regression, ANOVA etc.)- Non-linear models (e.g. poisson, logistic regressions etc.)- Linear mixed models (e.g. multi-level regressions)- Structural Equation Modelling (SEM)- Time series analysis (e.g. ARIMA)- Bayesian approaches to statistical modelling (e.g. Markov Chain Monte-Carlo techniques)- Linear, non-linear, mixed-integer programming (optimization)- Sensitivity analyses (e.g. regression-based, Sobol variance decomposition)