Sample interview questions: What statistical methods and software are you proficient in?
Sample answer:
Statistical Methods:
- Univariate Analysis: t-tests, ANOVA, regression analysis, correlation analysis
- Multivariate Analysis: factor analysis, principal component analysis, discriminant analysis, cluster analysis
- Mediation and Moderation Analysis: path analysis, structural equation modeling
- Non-parametric Statistics: Mann-Whitney U test, Kruskal-Wallis test, Friedman test, Wilcoxon signed-rank test
- Meta-analysis: random-effects models, fixed-effects models, Cochrane’s Q test, Egger’s test
- Time Series Analysis: autoregression, moving average, autoregressive integrated moving average (ARIMA) models
- Bayesian Statistics: Bayesian estimation, Markov chain Monte Carlo (MCMC) methods
Software Proficiency: