<p>On x and y axes are the prior ranges for selection coefficient and initial frequency of a selective sweep, respectively. Panels a, c and e give simulations under the SSV model, panels b, d and f for the SDN model. The different panels represent different current frequencies: In Panels a, b <i>f</i><sub>cur</sub> is 0.95, in c, d <i>f</i><sub>cur</sub> = 0.8 and in panels e and f <i>f</i><sub>cur</sub> = 0.5. Color gives the proportion of simulated data sets that were assigned to the correct model, when compared to the two alternative models. Black areas correspond to regions where this proportion is less than 50%, white areas to parameter regions where 95% or more of the data sets are correctly assigned. Each shade of grey corresponds to...
<p>Grey shading represents selected runs; red lines represent the best fit. The runs were selected b...
<p>Panel A: simulated epidemic curves (gray lines) using the observed household networks with three ...
Representation of model selection for the best environmental variables to explain trait variation de...
<p>We simulated data using the fixed parameter values given in the lower part of the figure. The box...
<p>Panel A shows the log Bayes factor for a model including an alignment term versus a model without...
<p>The transferability of models is approximated by test AUC (panel A) and the global niche overlap ...
This paper considers model selection in panels where incidental parameters are present. Primary inte...
<p>Model parameters varied in the simulations with the range of parameter values used in each simula...
Numbers and colours denote the probability that the data generated with model X (x-axis) are best fi...
<p><b>A</b>: Proportion integrated <i>U</i><sub>int</sub> varying Δ<i>f</i> and <i>PR</i> plotted as...
(A) Example of model fitting errors (sum of all feature errors) during optimization. (B) Initial par...
Noise level: σrel = 10−3. (A) Mean MSE obtained without (cyan) and with 10-fold CV (blue and red). (...
<p>Scatter plots of normalised model performance for the pedigree (blue points) and niche (red point...
<p>The genomic location of the regions on 8q24 is on the x-axis. The proportion of Monte Carlo simul...
Columns show parameters used for each version of the model. The weight of the second normal WB is va...
<p>Grey shading represents selected runs; red lines represent the best fit. The runs were selected b...
<p>Panel A: simulated epidemic curves (gray lines) using the observed household networks with three ...
Representation of model selection for the best environmental variables to explain trait variation de...
<p>We simulated data using the fixed parameter values given in the lower part of the figure. The box...
<p>Panel A shows the log Bayes factor for a model including an alignment term versus a model without...
<p>The transferability of models is approximated by test AUC (panel A) and the global niche overlap ...
This paper considers model selection in panels where incidental parameters are present. Primary inte...
<p>Model parameters varied in the simulations with the range of parameter values used in each simula...
Numbers and colours denote the probability that the data generated with model X (x-axis) are best fi...
<p><b>A</b>: Proportion integrated <i>U</i><sub>int</sub> varying Δ<i>f</i> and <i>PR</i> plotted as...
(A) Example of model fitting errors (sum of all feature errors) during optimization. (B) Initial par...
Noise level: σrel = 10−3. (A) Mean MSE obtained without (cyan) and with 10-fold CV (blue and red). (...
<p>Scatter plots of normalised model performance for the pedigree (blue points) and niche (red point...
<p>The genomic location of the regions on 8q24 is on the x-axis. The proportion of Monte Carlo simul...
Columns show parameters used for each version of the model. The weight of the second normal WB is va...
<p>Grey shading represents selected runs; red lines represent the best fit. The runs were selected b...
<p>Panel A: simulated epidemic curves (gray lines) using the observed household networks with three ...
Representation of model selection for the best environmental variables to explain trait variation de...