<p>The log-evidence computed by nested sampling for each model using 25 noisy data points from two repressilator variables. For these example models, it was found that the use of data from two variables gives more valuable information than an increase in the quantity of data from one variable. 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 decisively strong evidence for the repressilator.</p
Correlation is not causation is one of the mantras of the sciences—a cautionary warning especially t...
International audienceThe discovery of causal relationships from observations is a fundamental and d...
Statistical evidence is represented and interpreted via likelihood functions, and its strength is me...
<p>The log-evidence computed by nested sampling for each model using the 25 noisy data points shown ...
<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...
Correlation is not causation is one of the mantras of the sciences—a cautionary warning especially t...
<p>Top: The mutual information between the parameters and the output of each set of experiment (in...
Data analysis usually aims to identify a particular signal, such as an intervention effect. Conventi...
<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...
<p>(A) Cost of MarA expression as a function of the activator and repressor association rates, k<sub...
When facing small numbers of observations or rare events, political scientists often encounter separ...
The Log-likelihood of the models increased over runs indicating that later runs showed less noisy be...
Correlation is not causation is one of the mantras of the sciences—a cautionary warning especially t...
International audienceThe discovery of causal relationships from observations is a fundamental and d...
Statistical evidence is represented and interpreted via likelihood functions, and its strength is me...
<p>The log-evidence computed by nested sampling for each model using the 25 noisy data points shown ...
<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...
Correlation is not causation is one of the mantras of the sciences—a cautionary warning especially t...
<p>Top: The mutual information between the parameters and the output of each set of experiment (in...
Data analysis usually aims to identify a particular signal, such as an intervention effect. Conventi...
<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...
<p>(A) Cost of MarA expression as a function of the activator and repressor association rates, k<sub...
When facing small numbers of observations or rare events, political scientists often encounter separ...
The Log-likelihood of the models increased over runs indicating that later runs showed less noisy be...
Correlation is not causation is one of the mantras of the sciences—a cautionary warning especially t...
International audienceThe discovery of causal relationships from observations is a fundamental and d...
Statistical evidence is represented and interpreted via likelihood functions, and its strength is me...