<p>The log-evidence computed by nested sampling for each model using the 25 noisy data points shown as diamonds in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0088419#pone-0088419-g004" target="_blank">Figure 4</a>. Using the interpretation given by Kass and Raftery <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0088419#pone.0088419-Kass1" target="_blank">[54]</a> the data provide very strong evidence for the Lotka-Volterra model (12) and against the Goodwin model (13) compared with the other models. The repressilator (11) has positive evidence for it over the Schnakenberg model (14).</p
Summary statistics of likelihood, such as Bayesian evidence, offer a principled way of comparing mod...
<p>Number of patterns discovered as a function of the number of evaluations with the different metho...
We test the proposition that response bias can have two different bases; reflecting eitherdiffering ...
<p>The log-evidence computed by nested sampling for each model using 25 noisy data points from two r...
<p>The log-evidence computed by nested sampling for each model using the 60 experimental data points...
<p>As the resolution of the time course improves the Goodwin model (skyblue, diamonds) and the Schna...
Many models of response time that base choices on the first evidence accumulator to win arace to thr...
<p>The log-likelihood difference between the simple and complex contagion models. (***) is very stro...
Data analysis usually aims to identify a particular signal, such as an intervention effect. Conventi...
Model identification stime-series data is essential to valid ' statistical tests of interventIO...
Data analysis usually aims to identify a particular signal, such as an intervention effect. Conventi...
(A) Matrix of covariances Σij among neurons in MSTd and VIP (N=128). Top: Extensive information mode...
(A) Log-likelihood ratio of model against the null random baseline model based on predicting histori...
<p>(A) Cost of MarA expression as a function of the activator and repressor association rates, k<sub...
The Log-likelihood of the models increased over runs indicating that later runs showed less noisy be...
Summary statistics of likelihood, such as Bayesian evidence, offer a principled way of comparing mod...
<p>Number of patterns discovered as a function of the number of evaluations with the different metho...
We test the proposition that response bias can have two different bases; reflecting eitherdiffering ...
<p>The log-evidence computed by nested sampling for each model using 25 noisy data points from two r...
<p>The log-evidence computed by nested sampling for each model using the 60 experimental data points...
<p>As the resolution of the time course improves the Goodwin model (skyblue, diamonds) and the Schna...
Many models of response time that base choices on the first evidence accumulator to win arace to thr...
<p>The log-likelihood difference between the simple and complex contagion models. (***) is very stro...
Data analysis usually aims to identify a particular signal, such as an intervention effect. Conventi...
Model identification stime-series data is essential to valid ' statistical tests of interventIO...
Data analysis usually aims to identify a particular signal, such as an intervention effect. Conventi...
(A) Matrix of covariances Σij among neurons in MSTd and VIP (N=128). Top: Extensive information mode...
(A) Log-likelihood ratio of model against the null random baseline model based on predicting histori...
<p>(A) Cost of MarA expression as a function of the activator and repressor association rates, k<sub...
The Log-likelihood of the models increased over runs indicating that later runs showed less noisy be...
Summary statistics of likelihood, such as Bayesian evidence, offer a principled way of comparing mod...
<p>Number of patterns discovered as a function of the number of evaluations with the different metho...
We test the proposition that response bias can have two different bases; reflecting eitherdiffering ...