Sentence examples for the variance of the parameter from inspiring English sources

In particular, we are interested in optimizing the sampling time selection in order to minimize the variance of the parameter estimation error.

Considering the learned encodings from a statistical view by modeling the data points via ridge regression and minimizing the variance of the parameter, A-Optimal Non-negative Projection (ANP) improves the performance of NMF.

It follows that r must be chosen by the practitioner as a trade-off between an accurate estimation of the target parameter and an accurate estimation of the variance of the parameter estimator.

However, this window also over-smoothes the variance of the parameter estimates across time.

One is the variance of the parameter that reflects its representative power.

However, it should not be selected too high either, since the higher the model order, the most parameters need to be estimated and the higher the variance of the parameter estimates is.

Furthermore, the variance of the parameters can be determined, which can be used to evaluate the performance of the calibration.

Many of the usual criteria for optimal experimental designs do not take into account the different scale of the variance of the parameters.

ii) the fact that a linear model such as PCA might not be adequate to describe the variance of the parameters analyzed here.

The first is the variance of the parameters estimated in the model; the second is the random variation of the future number of cases; and the third is the adequacy of the model.

Intervals that are based only on the variance of the parameters estimated in the model are called 'confidence intervals', while intervals that also encompass variation in the future number of cases are called 'prediction intervals'.