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To identify which fixed-effect variables best explained the patterns in student exam scores, we used a powerful multimodel inference technique using Akaike's information criterion (AIC; Akaike, 1973).
The mlHKA test identified that a model of balancing selection best explained the patterns of genetic variation in these 23 NBS-encoding domestication and improvement candidates (mean log likelihood ratio test statistic = 493.2; P < 0.0001 for all comparisons; Additional file 2: Table S3).
A model of directional selection best explained the patterns of polymorphism to divergence of the 17 variant candidate genes for domestication and improvement relative to 38 neutral loci (mean log likelihood ratio test statistic = 372; P < 0.0001 for all comparisons; Additional file 2: Table S3).
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This was then compared to the distribution of all measured environmental parameters using the BIO-ENV test to determine which variables best explained the pattern of integrase gene expression.
The approach was to identify the set of MEG sources that best explained the pattern of sensor space activity during word and false font processing, and then to investigate which connections between these sources were significantly modulated by the stimulus type.
Calculation of Δ K, an ad hoc statistic based on the second order rate of change of likelihood of K (the number of putative genepools that best explained the pattern of variations at the DArT-marker loci) [ 35], based on the STRUCTURE output, indicated that the 206 accessions are grouped into two clusters: one being TauL1 and the other consisting of TauL2 and TauL3 (Fig. 1).
We characterized the soil microbial community structure through ester-linked fatty acid analysis (EL-FAME) and identified the soil environmental factors that best explain the pattern of microbial community profiles through canonical correspondence analysis (CCA).
We apply a classification analysis and find that a parsimonious model assuming that subjects are either inequity averse or selfish best explains the pattern of punishment from both third and second parties.
This process of environmental contamination that generated infectious aerosols likely best explains the pattern of disease transmission at the Hotel Metropole.
We obtained partial mtDNA sequence (COI) for 1015 snails collected from 213 locations across 30 Islands, and used Bayesian phylogenetic analysis and Analysis of Molecular Variance (AMOVA) to determine whether geography or the morphological taxonomy best explains the pattern of molecular evolution.
These migration patterns were attributed to the feeding strategies in the sandbar (i.e. possible increase of diatom biomass in the surface layer due to high solar incidence), while environmental variables best explained the migration patterns in the runnel (i.e. preferred grain size and amount of total organic carbon).
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