<p>Boxplot of the estimates of the parameters in <i>g<sub>1</sub></i>, <b>, </b><i>g<sub>2</sub></i> and based on 100 simulations: .</p
<p><b>A.</b> Variation of distributions due to increase in sample sizes (Case I). <b>B.</b> Variatio...
<p>Average parameter estimates under 12 different simulation datasets <i>A</i><sub>3</sub><i>B</i><s...
<p>(A) Boxplot of the number of model simulations for RSMC and ASMC, given the same <i>ϵ</i><sub><i>...
<p>Boxplot of the absolute errors (AEs) of the estimates of the parameters in <i>g<sub>1</sub></i>, ...
<p>Each boxplot summarizes values of the estimates of parameters β = κ<sub>2</sub>/κ<sub>1</sub> tha...
<p><i>MB</i><sub><i>R</i></sub> = <i>MP</i><sub><i>W</i></sub> = <i>MC</i><sub><i>V</i></sub> = 100,...
<p>3A. The estimated parameter <i>θ</i><sub>1</sub> for the simulated data. 3B. The estimated parame...
<p>Simulations are iterated 6,250 times. Parameters are <i>d</i><sub>2</sub> = <i>d</i><sub>3</sub> ...
<p>Red horizontal lines mark true values of the parameters. For each of the 9 sets of parameters (r...
<p>Averaged density (A), density difference curves (B), and boxplots for the distributions of crossi...
Each plot shows the bias for 1 relevant variable (rel.) and the 9 irrelevant variables (irr.) within...
<p>Boxplot showing the correlation between GCM predictions for each bioclimatic variable.</p
<p>Performance of the method: analysis of 25 newly simulated datasets of 50 cases, with shape parame...
<p>Estimates of <i>t</i>, <i>g</i>, <i>f</i><sub>0</sub> and <i>f</i><sub>1</sub> using the 4-parame...
<p>In the two sub-figures, the parameter ; <i>η</i> is assigned to values from 1 to 1000; is assign...
<p><b>A.</b> Variation of distributions due to increase in sample sizes (Case I). <b>B.</b> Variatio...
<p>Average parameter estimates under 12 different simulation datasets <i>A</i><sub>3</sub><i>B</i><s...
<p>(A) Boxplot of the number of model simulations for RSMC and ASMC, given the same <i>ϵ</i><sub><i>...
<p>Boxplot of the absolute errors (AEs) of the estimates of the parameters in <i>g<sub>1</sub></i>, ...
<p>Each boxplot summarizes values of the estimates of parameters β = κ<sub>2</sub>/κ<sub>1</sub> tha...
<p><i>MB</i><sub><i>R</i></sub> = <i>MP</i><sub><i>W</i></sub> = <i>MC</i><sub><i>V</i></sub> = 100,...
<p>3A. The estimated parameter <i>θ</i><sub>1</sub> for the simulated data. 3B. The estimated parame...
<p>Simulations are iterated 6,250 times. Parameters are <i>d</i><sub>2</sub> = <i>d</i><sub>3</sub> ...
<p>Red horizontal lines mark true values of the parameters. For each of the 9 sets of parameters (r...
<p>Averaged density (A), density difference curves (B), and boxplots for the distributions of crossi...
Each plot shows the bias for 1 relevant variable (rel.) and the 9 irrelevant variables (irr.) within...
<p>Boxplot showing the correlation between GCM predictions for each bioclimatic variable.</p
<p>Performance of the method: analysis of 25 newly simulated datasets of 50 cases, with shape parame...
<p>Estimates of <i>t</i>, <i>g</i>, <i>f</i><sub>0</sub> and <i>f</i><sub>1</sub> using the 4-parame...
<p>In the two sub-figures, the parameter ; <i>η</i> is assigned to values from 1 to 1000; is assign...
<p><b>A.</b> Variation of distributions due to increase in sample sizes (Case I). <b>B.</b> Variatio...
<p>Average parameter estimates under 12 different simulation datasets <i>A</i><sub>3</sub><i>B</i><s...
<p>(A) Boxplot of the number of model simulations for RSMC and ASMC, given the same <i>ϵ</i><sub><i>...
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