Define data analysis. Explain the following techniques of analysing data

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Define data analysis. Explain the following techniques for analyzing data. Write your answer in 250-300 words.

  1. a) Regression Analysis
  2. b) Analysis of variance( ANOVA)
  3. c) Conjoint Analysis
  4. d) T-test
  5. e) Crosstab Analysis