Exact(20)
Additive factors were somewhat less effective in equalizing variances among fixed effect classes, but more effective in accounting for across-flock bias.
We encoded all independent and dependent variables as binary values (Supplementary Data 1) and built a logistic regression model for each of 18 side effect classes.
We find that the only side effect classes for which GWAS was independently predictive (heart, mental, and reproductive) were also predictable from Mendelian genetics.
Mendelian and/or GWAS genetics was a significant predictor in the overall analysis for six of the side effect regression models, with four of these (metabolism, heart, endocrine, and reproductive) surpassing a conservative threshold corrected for the number of side effect classes tested (P of coefficient in regression model < 0.05/18).
All fixed effect classes were present for each subset.
Comparisons of additive versus multiplicative adjustment factors generally focused on achieving homogeneity of variances among effect classes.
Similar(40)
New abstract parent Effect class for various effects.
Models used all the independent variables described above including the source of genetic support (GWAS or Mendelian) for the side effect, to predict the presence or absence of the side effect class for each drug.
The Duchess Effect class will teach you how to sit-up straight, get out of a car without revealing anything, shake hands firmly but friendly, and a few more just-like-Kate essentials.
Hence, by compiling these into the effect class we may be over-estimating functional changes.
In particular, BUX.s00770.54 and BUX.s00713.1105 have higher probabilities of effect (class C25 for Align GVGD program).
Write better and faster with AI suggestions while staying true to your unique style.
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