Sentence examples for a stochastic fit from inspiring English sources

We isolate three main contributions as follows: First, a stochastic fit for the main field signal is obtained separately for each observatory using a Gaussian process regression that includes our prior knowledge of the core field temporal cross-covariances.

First, a stochastic fit for the main field signal is obtained separately for each observatory using a Gaussian process regression that includes our prior knowledge of the core field temporal cross-covariances.

Likewise in the case of a stochastic trend, fitting of a VAR model upon differencing is inadequate if the series are cointegrated [ 25].

From preliminary calculations with first-order and fractional-order stochastic fits, we find that if a Wiener (Brownian motion) term is used for the stochastic term, then the KDE approximation method gives variances (sigma_{G}) that are very small and fits that are close to the deterministic model fits.

(2007) used a stochastic approach to fit their tumour model on clinical survival data.

In order to test these hypotheses, we need to select a stochastic model that fits the dynamics of the rate of change of glucose concentration with respect to time.

The distribution of error, as illustrated in Figure 1, does not fit a stochastic model, for any error type.

We accounted for this by using a data-augmented Markov chain Monte Carlo algorithm to fit a stochastic transmission model to the observed data (19– 219.

However, we do not believe that there is enough data to make it feasible to fit a stochastic model that would take into account intrinsic noise.

The fourth approach used surveillance data from arbitrarily timed swabs to fit a stochastic transmission model using a likelihood approach, making use of observed stays of individual patients (27).

MLE is a practical method for fitting a stochastic model to a data set.