gstools.normalizer

GStools subpackage providing normalization routines.

Base-Normalizer

Normalizer([data])

Normalizer class.

Field-Normalizer

LogNormal([data])

Log-normal fields.

BoxCox([data])

Box-Cox (1964) transformed fields.

BoxCoxShift([data])

Box-Cox (1964) transformed fields including shifting.

YeoJohnson([data])

Yeo-Johnson (2000) transformed fields.

Modulus([data])

Modulus or John-Draper (1980) transformed fields.

Manly([data])

Manly (1971) transformed fields.

Convenience Routines

apply_mean_norm_trend(pos, field[, mean, ...])

Apply mean, de-normalization and trend to given field.

remove_trend_norm_mean(pos, field[, mean, ...])

Remove trend, de-normalization and mean from given field.