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A compariative study of variable selection methods on diverse nature of data

  • Introduction
  • Statistical Models
    • Principal Component Analysis (PCA)
    • Calibration and Validation
    • Partial Least Square (PLS) Regression
    • Linear Discriminent Analysis
  • Variable Selection
    • Filter Method
    • Wrapper Method
    • Embedded Method
  • Analysis and Discussion
  • Conclusion
  • Code Used
  • References

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Compulsory Assignment of STAT370

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