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Table Of Contents

  • Algorithms
  • Algorithms by Classification
  • Algorithms by Tool
  • Single Steps
    • Data Cleaning
    • Data Discretization
    • Data Import”
    • Data Integration
    • Data Reduction
    • Data Transformation
    • Mathematical Computation
      • CUSUM
      • Handling Data Nonnormality
      • Handling Data Stationarity
        • Box-Cox Transformation
        • Sign Test
        • Testing Data Stationarity with Runs Test
      • Mean
      • Median
      • Midrange
      • Mode
      • Numerical Differentiation
      • Standard Deviation
      • Trimmed Mean
      • Variance Estimation
      • Weighted Mean
  • Single Steps by Classification
  • Reference Processes
  • Changelog

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Reducing Data Nonnormality with Box-Cox Transformation

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Stabilizing Variance with Box-Cox Transformation

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Handling Data Stationarity¶

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  • Box-Cox Transformation
  • Sign Test
  • Testing Data Stationarity with Runs Test

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