Transform

Performs various statistical transformations; Box-Cox and Log (Box and Cox, 1964) doi:10.1111/j.2517-6161.1964.tb00553.x, Glog (Durbin et al., 2002) doi:10.1093/bioinformatics/18.suppl_1.S105, Neglog (Whittaker et al., 2005) doi:10.1111/j.1467-9876.2005.00520.x, Reciprocal (Tukey, 1957), Log Shift (Feng et al., 2016) doi:10.1002/sta4.104, Bickel-Docksum (Bickel and Doksum, 1981) doi:10.1080/01621459.1981.10477649, Yeo-Johnson (Yeo and Johnson, 2000) doi:10.1093/biomet/87.4.954, Square Root (Medina et al., 2019), Manly (Manly, 1976) doi:10.2307/2988129, Modulus (John and Draper, 1980) doi:10.2307/2986305, Dual (Yang, 2006) doi:10.1016/j.econlet.2006.01.011, Gpower (Kelmansky et al., 2013) doi:10.1515/sagmb-2012-0030. It also performs graphical approaches, assesses the success of the transformation via tests and plots.

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