Sentence examples for model time series from inspiring English sources

As an example, the TSNI (Time Series Network Identification) algorithm used ODEs to model time series expression data subject to an external perturbation [ 53].

The level of the model time series depends on the training sample.

After determining the age model, time series data of the study could be obtained (Fig. 6).

The first stage of our analysis is to construct a simple 'market model' time series regression.

"Big data management frameworks", discusses the different techniques to model time series data using MongoDB.

To illustrate the capabilities of the developed model, time series were generated and used in system performance calculations.

ARIMA models cannot really cope with seasonal behavior; we see that, compared with ARMA models, ARIMA (p, d, q) only models time series with trends.

Mishra and Singh (2010b) provided a review of drought models that include regression models, time series models, probability models, artificial neural network models, and hybrid models; and spatio-temporal drought analysis; drought modeling under climate change scenarios.

This work shows a novel approach to discover and isolate operating regimes of process systems based on process models, time series analysis, and decision tree induction technique.

Fig. 5. Modelled time series of E φ (left column) and E ϑ (right column, both in mV/km) for the inland observatory Lanzhou/China (LZH), computed in models (a) (top row) and (b) (bottom row).

Fig. 4. Modelled time series of E φ (left column) and E ϑ (right column, both in mV/km) for the coastal observatory Hermanus/South Africa (HER), computed in models (a) (top row) and (b) (bottom row).