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The steps required in preparing this complex dataset for analysis (transform, account for death, impute missing data – "tdi") are explained by example here, and in more detail in Appendix 1.
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Like Bustard, Rolexa first applies a cycle dependent linear transform accounting for cross-talk between the different bases, before using a binomial distribution for dephasing.
The TIHP transform and its inverse transform should account for the higher average running time of our algorithm compared to the HIO algorithm.
The set of localizations collected from the Alexa 647 channel was transformed, using a polynomial warp transform to account for differences in magnification, rotation, shear, etc., and then the images were aligned using a rigid translation, based on the bead positions in the image.
Images acquired from each participant as part of the DESPOT1 acquisition protocol were co-registered by affine transform to account for participant motion during the scanning session.
Total time incarcerated was logarithmically transformed to account for the nonlinear nature of the measure.
Data were transformed to account for negative scoring questions of the MATE.
The continuous variables of HLOS and probability of death were logarithmically transformed to account for skew and kurtosis.
The WP can be adapted to take the properties of the image to be transformed into account, for example by using the best basis algorithm [32 36].
Palibroda's equation for the steady-state j-V data at high potentials has been transformed to account for the true pd across the oxide film.
Data were log transformed to account for the heterogeneity of variances and analyzed by analysis of variance (ANOVA) with antenna, scent and dose as within-subject factors.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com