Sentence examples for the data generating from inspiring English sources

In addition, this model as well takes sufficient number of lags to capture the data generating process in a dynamic framework of general-to-specific modeling framework.

He posits as alternative hypothesis that the data generating process is stationary with a broken trend.

Concept drift is the problem that the statistical properties of the data generating process change over time.

In data modeling, in order to give a meaningful interpretation of input samples, a description of the data generating process is needed.

The complex nature behind the data generating process of economic variables such as tourism demand, explains the increasing use of ML methods in this area.

As long as the process exhibits periodic nature in the data generating mechanism, distinct modes of space time variability can be extracted easily.

Weibull data generation is considered as a function of the data-generating mechanism, which has proportional hazard properties.

Nonparametric bounds are invaluable, especially when little is known about the data-generating process.

To fully exploit this property, the kernel function needs to capture relevant aspects of the data-generating system at hand.

When compared to the other models, this specification reaches the highest level of the likelihood function, which would indicate a better approximation to the data-generating process.

The evaluation of models touches on deep issues in the philosophy of science, because the statistical model often determines how the data-generating system under investigation is conceptualized and approached (Kieseppa 2001).