This method allows the exploration of regions of the parameters space with low likelihood by altering the acceptance ratio of the MCMC by a scaling factor β. The scaling factor ranges from 0 to 1 and is applied as an exponent to the likelihood function so that with β = 0 the MCMC samples from the prior distribution only, and with β = 1 the distribution of interest is sampled.
The most distantly related species O. officinalis fits a gamma distribution only at microsatellites with tri-nucleotide repeats, which showed a smaller α value even than O. sativa.
Looking at RNAP binding to housekeeping promoters, we observed a bimodal distribution: only 8-mers with the CpG dinucleotide are in the class of sequences most associated with RNAP binding and only 8-mers without a CpG are in the class least associated with RNAP binding.
To weight endemicity for population distribution, only those grid squares with population were retained and from these the mean PfPR2 10 was computed for each district.
We analyzed the blood groups distribution only in Caucasian women with and without endometriosis and originating from the same geographic area.
However, as their number was relatively modest and of uneven distribution (only ∼2,000 genes), we proceeded with high-throughput RNA sequencing (RNA-seq) for gene model correction (see below), resulting in a final count of 8,640 CDS.
If the decomposition produced several distributions, only one distribution with the largest number of data points was used for further correlation analysis.
For this reason we constructed country-specific probability distributions only for countries with available and reliable data (nine countries received country-specific probability distributions for the prevalence of poor-quality antimalarials; Supplemental Table 1).
Due to the symmetry of the strain and laser spot intensity distributions, only the units with positions (1 ≤ L ≤ 6, 1 ≤ T ≤ 6) have been considered here, and the distance between each unit is calculated through the unit center (i.e., the distance of unit (5,0) to the middle of island is calculated as (0.1 × 5) – 0.05 = 0.45 μm).
