Sentence examples for based on multivariate time from inspiring English sources
This article presents the results of propagation channel modeling, based on multivariate time series models using data collected in measurement campaigns and the main characteristics of urbanization in the city of Belém-PA Belém-PA
After controlling for other significant prognostic factors, our results based on multivariate time-dependent Cox regression model still show statistically significant results for the difference of survival across unilateral and bilateral breast cancer types, given a significant statistical level and 95% confidence interval not including 1 for adjusted hazard ratios.
Granger causality has been increasingly used to identify causal influence between time series based on multivariate autoregressive models.
For example, the recently developed joint deficit index (JDI) is based on multivariate probabilities of precipitation over various time scales from 1- to 12-months, and was constructed from empirical copulas.
An original contribution of this study is the application of a flexible modeling framework based on multivariate meta-analysis of reduced estimates from time-varying DLNMs.
To evaluate causal flows between ROIs, we computed pGC using Seth's Granger Causal Connectivity Analysis toolbox, based on multivariate vector autoregressive (MVAR) models including lags of multiple time-series [41], as described [42].
(T^2) is the value for each unit time produced in the statistical range between point and the mean and this statistic (T^2) is computed based on multivariate data set.
Dang and Serfling [3] introduced nonparametric multivariate outlier identifiers based on multivariate depth functions.
In this study an innovative statistical procedure based on multivariate techniques is applied.
Furthermore, a deciding weight method based on multivariate statistical estimation is applied for weight optimization.
A heuristic approach based on multivariate linear regression was adopted to improve the estimation.
