Sentence examples for model the trend from inspiring English sources

To investigate the monthly time series of TB risk we use classical time series decomposition [ 11] that is conceptually, In our models we have used linear and cosine components to model the trend and cyclic components while seasonality and irregular components are modelled using SARIMA models (see [ 12]).

When using the multiplicative model, the trend is removed by division, that is to say H t)/X t) is the series to be analyzed in the next step.

To predict the lifetime of an individual MW under orbital conditions, we suggest using Empirical Mode Decomposition (EMD) and regression analysis to model the trend in bearing temperature derived from telemetry data.

This model has been used in a previous study.[29] To model the trend in hospital admissions, a regression model with Poisson error and log link was built with log mid-year population size (per 5-year age-groups) of each year of the study as offset factor.

We considered linear, quadratic, and cubic terms for the time variable to model the trend.

In the final model, the trend indicators notably changed the predicted risk of death in hospital.

When we add covariates to the model (Model 3), the trend disappears.

Therefore, an exponential decay function, R e (t), is used to model the trends.

However, although the absolute R, R or S, S enantioselectivities are well reproduced by the model, the trends within each branch are not accurately captured.

We modeled the trend in fitness over 7 years for each man using simple linear regression.

Explicit formulae for modelling the trend of resident and non-resident monthly TB risk are given below.