Releases: oncoray/power.transform
Release list
Version 1.0.4
Changes
- Updated citation, since the manuscript was published in Machine Learning:
Zwanenburg, A. and Löck, S. (2026) Location and scale-invariant power transformations for transforming data to normality,
Machine Learning, 115(3). Available at: https://doi.org/10.1007/s10994-026-06994-3.
Version 1.0.3
Fixes
- Fixed an error that occurred when assessing if a transformation should be
rejected, but the empirical central normality test p-value could not be
computed.
Version 1.0.2
Changes
-
ecn.testwas renamed toecn_test. It now additionally takestau,n,
andkappaas arguments (see function documentation). -
cn.testwas deprecated. Useecn_testwithkappa = 1.0instead. -
When checking if required packages are installed,
power.transformnow caches
results. This prevents unnecessary look-up.
Version 1.0.1
Changes
-
The empirical central normality test is now dependent on the number of samples.
The test can now be called usingecn.test.cn.testis a stricter central
normality test whose test statistics are determined from strictly normal
distributions, instead of normal distributions with up to 10% outliers. -
The robust location- and shift-invariant transformations now use weights
optimised for achieving central normality.
v1.0.0
This is the first public release version of power.transform 🎉