Sentence examples for a univariate model from inspiring English sources

Specifically, first a univariate model filter was applied to the data to select miRNA used for penalised multivariate linear regression.

All features significantly associated with either PFS or OS in a univariate model are presented in Fig. 3a, b and Supplementary Tables 7 and 8.

A univariate model which outperforms the benchmark during recent past period can also beat the benchmark in the near future out-of-sample.

A univariate model of phase spectrum is then developed which relies upon a single argument associated with the concept of starting-time of phase evolution.

We develop some general results in the multivariate case and carry out extensive simulations in a univariate model with partly known regressors and several error distributions.

The results show that estimating the VaR from multivariate GARCH models improves the results of the forecasted optimal portfolio allocation, compared to using a univariate model.

Three calibration models were examined: a univariate model with a sum of six monitorized ions and a three-way PARAFAC-based model (the analyte scores were standardized on the basis of the scores of the internal standard).

The signals obtained from single-pulse and double-pulse LIBS were comprehensively compared; the effect of argon blowing on spectral stability was analyzed; and the quantitative analysis of Si, Mn, Cr, Ni and V in molten steel samples was evaluated using both a univariate model and a partial least squares (PLS) model.

Besides, the permanent shocks have larger impacts on output, in comparison to a univariate model.

Due to the similar proportion of non-VTE-related deaths in both treatment arms and the use of a univariate model, the Fine and Gray method provided identical results to the traditional Cox model.

In general for all model abbreviation we apply the U- in front of a univariate model and M- in front of a multivariate model.