What kind of data analysis techniques and statistical software are you proficient in?

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Sample interview questions: What kind of data analysis techniques and statistical software are you proficient in?

Sample answer:

  • Data Analysis Techniques:
    • Descriptive statistics (e.g., mean, median, mode, range)
    • Inferential statistics (e.g., t-tests, ANOVA, regression analysis)
    • Hypothesis testing
    • Data visualization (e.g., graphs, charts, tables)
    • Data mining
    • Machine learning
    • Natural language processing
  • Statistical Software:
    • SAS
    • SPSS
    • R
    • Stata
    • Python (with libraries such as NumPy, Pandas, and SciPy)
  • Other Skills:

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