What statistical methods and software are you proficient in?

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:

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