Sample interview questions: What statistical methods and data analysis techniques are you proficient in using for experimental psychology research?
Sample answer:
- Inferential statistics:
- Hypothesis testing: Independent and paired samples t-tests, analysis of variance (ANOVA), chi-square tests.
- Linear regression: Simple and multiple regression, correlation analysis.
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Non-parametric tests: Wilcoxon signed-rank test, Mann-Whitney U test, Kruskal-Wallis test.
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Multivariate statistical techniques:
- Factor analysis: Principal component analysis, exploratory factor analysis, confirmatory factor analysis.
- Cluster analysis: Hierarchical cluster analysis, k-means clustering, mixture modeling.
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Discriminant analysis: Linear discriminant analysis, quadratic discriminant analysis, logistic regression.
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Data analysis software:
- SPSS: Advanced statistical software package that allows for a wide variety of analyses.
- R: Open-source programming language and statistical environment that is widely used in the experimental psychology community.
- Python: General-purpose programming language that can be used for data analysis and visualization.
- JASP:<... Read full answer
Source: https://hireabo.com/job/7_0_12/Experimental%20Psychologist