<p>Left panel: distribution of 200 effects within each of 4 bootstrap samples (1–4), and within the average (bag) of 500 samples (5). Right panel: distribution of variance among 200 effects within each of 500 bootstrap samples and within their average (item 501, flagged with arrow).</p
The bootstrap is a simple but versatile technique for the statistical analysis of random simulations...
(A) Analysis results in absence of outliers; (B) analysis results in presence of 5% outliers. Thresh...
<p>A) Model function used in this example (model threshold <i>θ</i> = 1.6 log<sub>10</sub> arcsec). ...
<p>Left panel: variance (VAR) among 500 GBLUPs in each of 500 bootstrap samples. The horizontal line...
<p>Simulation with 100 unknown QTL, 500 markers and 250 individuals in each training and testing set...
<p>Simulation with 100 unknown QTL, 500 markers and 250 individuals in each training and testing set...
<p>Simulation with 100 unknown QTL, 500 markers and 250 individuals in each training and testing set...
<p>The mean squared errors were obtained from 100 replicated simulations. The overall proportion of ...
<p>The mean squared errors were obtained from 100 replicated simulations. The overall proportion of ...
<p>The mean squared errors were obtained from 100 replicated simulations. The overall proportion of ...
<p> is coefficient of determination of the regression fitted.</p><p>The simulation involved a traini...
<p> is the coefficient of determination of the regression fitted. The simulation involved a training...
<p>The figure plots the mean (A) genotype error and (B) clone frequency error as a function of the...
<p>Simulation with 20 unknown QTL, 200 markers and 500 individuals: “genomic correlations” among 500...
Number of classes and distributions used to simulate the systematic effects for the large (D1) and s...
The bootstrap is a simple but versatile technique for the statistical analysis of random simulations...
(A) Analysis results in absence of outliers; (B) analysis results in presence of 5% outliers. Thresh...
<p>A) Model function used in this example (model threshold <i>θ</i> = 1.6 log<sub>10</sub> arcsec). ...
<p>Left panel: variance (VAR) among 500 GBLUPs in each of 500 bootstrap samples. The horizontal line...
<p>Simulation with 100 unknown QTL, 500 markers and 250 individuals in each training and testing set...
<p>Simulation with 100 unknown QTL, 500 markers and 250 individuals in each training and testing set...
<p>Simulation with 100 unknown QTL, 500 markers and 250 individuals in each training and testing set...
<p>The mean squared errors were obtained from 100 replicated simulations. The overall proportion of ...
<p>The mean squared errors were obtained from 100 replicated simulations. The overall proportion of ...
<p>The mean squared errors were obtained from 100 replicated simulations. The overall proportion of ...
<p> is coefficient of determination of the regression fitted.</p><p>The simulation involved a traini...
<p> is the coefficient of determination of the regression fitted. The simulation involved a training...
<p>The figure plots the mean (A) genotype error and (B) clone frequency error as a function of the...
<p>Simulation with 20 unknown QTL, 200 markers and 500 individuals: “genomic correlations” among 500...
Number of classes and distributions used to simulate the systematic effects for the large (D1) and s...
The bootstrap is a simple but versatile technique for the statistical analysis of random simulations...
(A) Analysis results in absence of outliers; (B) analysis results in presence of 5% outliers. Thresh...
<p>A) Model function used in this example (model threshold <i>θ</i> = 1.6 log<sub>10</sub> arcsec). ...