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An important caveat of the mixed models utilized is that the measurements were collected on two consecutive days after at least two days of exposure.
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However, the mixed linear models utilized in this study accommodate nonrandomly sampled data [ 24] as long as the dogs added into the study to complete the pedigree associations can be considered a random sample of Portuguese Water Dogs.
Multivariate mixed models were utilized to investigate the relationship between the CD4 slope/VL over time and CRT; models were adjusted for baseline values; interaction between CRT and time was included.
Because of the potential for correlated observations (multiple observations from the animal), generalized linear mixed models were utilized where appropriate using the lme4 and nlme extension packages for R.
The linear mixed model was utilized for repeated measurement analyses when comparing MODS and MOF patients.
The mixed-effects model utilizes small centres more efficiently by "borrowing" information from larger centres.
Efficacy analyses utilized mixed models for repeated measures.
In the stratified analyses, a 4 (group) by 3 (NREM period) mixed model ANOVA was utilized to examine global SWA across the night among groups stratified by sex.
Mixed model regression was utilized for sensitivity analyses to adjust for baseline eGFR and clustering of patients by CBOC and to compare patients randomized to secular control CBOCs to the usual care group in order to assess secular trends.
In the unstratified analysis, a 2 (group) by 3 (NREM period) mixed model ANOVA was utilized, which showed a main effect of NREM period (F2,46 = 39.28, p < 0.0001) and a significant group x period interaction (F2,92 = 4.83, p = 0.01), without main effect of group (F1,46 = 0.81,; p = 0.37).
We demonstrate that Birth Date Selection Mapping utilizing mixed models corrects for time-dependent pedigree sampling effects that lead to spurious SNP associations and reveals genomic signatures of ongoing selection on complex traits.
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