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  • Installation
  • Quick Start
  • Linear Regression
    • Univariate Linear Regression
    • Multivariate Linear Regression
  • Empirical Orthogonal Function
  • Maximum Covariance Analysis
  • Tools for xarray
    • Get Specific Months Data and annual mean
    • Get Anomaly Data
  • Mean Value T Test
  • Plot Function
  • Useful Example
    • The impact of ENSO on the climate in the second year
    • IOD’s impact after removing the impact of ENSO
    • Regress SSTA on Nino3.4 Index
  • Repository
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  • Open issue
  • .rst

Linear Regression

Linear Regression#

  • Univariate Linear Regression
    • Sacpy.LinReg
      • parameter:
      • attribute:
      • method:
    • Example
      • Load Module
      • Get SST Data and calculate SST anomaly
      • Get Nino3.4 Index
      • Plot
  • Multivariate Linear Regression
    • Sacpy.MultLinReg
      • Math Euqation
      • parameter:
      • Attribute:
    • Example
      • Get Nino3.4 Index and IOD Index
      • Plot the significance test and IOD index slope

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Univariate Linear Regression

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