Sentence examples for replace parameters from inspiring English sources

We therefore aim to correlate the frequency of arterial BGA measurement and the change rate of the monitored parameters like glucose or ABE and replace parameters with surrogates available at higher frequencies.

Based on model (1), we assume that random fluctuations in the environment would display themselves mainly as fluctuations in the intrinsic growth rates of the toxin producing phytoplankton and the zooplankton, then replace parameters r and b by r → r + σ 1 B ˙ 1 ( t ), b → b + σ 2 B ˙ 2 ( t ).

They then construct generalised confidence intervals about the TDI estimate that are based on replacing parameters involved in Lin's [ 10] TDI expression with generalised pivotal quantities.

Through simulations (described in the main text), we investigate whether the parental genotype information still required in the nuisance parameters can be captured if the nuisance parameters are replaced by parameters representing the offspring genotype alone (γ g i *) thus reducing the overall number of nuisance parameters.

That is, we may replace the parameters (a_{i}(t)) by (a_{i}(t)+sigma_{i}(t dot{B}_{i}(t)), respectively.

In our work, we replace the parameters with their maximum likelihood estimates.

MammaPrint is currently being tested in the MINDACT (Microarray In Node-negative and 1-3 positive lymph-node Disease may Avoid ChemoTherapy) trial [ 15], which will determine whether this signature can actually replace clinicopathological parameters for the identification of patients who could be spared from the use of chemotherapy.

Since 𝒮𝒜(x, x′) and a probability distribution on the space require huge computational cost as noted in the previous section, we replace the parameter space Θ(1) and the gain function G(1)(θ, y) by their approximations with some heuristics.

Parameter expansion is a reparameterization method, which reformulates the statistical model by replacing certain parameters with others that are not correlated and therefore generate MCMC chains with much better mixing than the original chains [ 22, 31, 32].

It is important to note that we do not explicitly model in Eq. 1 the dynamics of viral replication after the dose reduction, but rather replace the fixed parameters by time dependent parameters in the original analytical solution obtained with fixed parameters.

Due to the uncertain nature of main parameters in the correlation (such as Pwh, BS&W, T, etc)., a Monte Carlo sampling is used replacing these parameters with their PDFs (probability density function) to see if the proposed correlation works well or not.