transforms

move data to the scale a method expects and back: normal scores, log-ratios, multivariate factors, imputed gaps and unfolded coordinates.

normal-score transform

normal-score transform

censored normal-score transform

censored normal-score transform

capping transform

capping transform

compositional data

compositional data

multivariate transforms

multivariate transforms

imputation

imputation

spatial imputation

spatial imputation

smooth trend

smooth trend

unfolding

unfolding

target distribution correction

target distribution correction

pipeline

pipeline

Download all examples in Python source code: 04-transforms_python.zip

Download all examples in Jupyter notebooks: 04-transforms_jupyter.zip

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