Sentence examples for functions of predictors from inspiring English sources

The principal h-d models also vary on how the model coefficients are being interpreted, which is especially important if they are then modelled as smooth functions of predictors.

The heritability (5) is then a function of one hyper-parameter and the random variable λ which is a linear combination of functions of predictors η i.

One approach to functional data analysis uses generalized additive models to estimate functions of predictor variables, adding together each effect to predict the response variable.

The GAM allows a Poisson regression to be fit as a sum of nonparametric smooth functions of predictor variables.

In both RRR and PCA, the food pattern scores (X scores) are linear functions of predictor variables (here, 33 food groups described in ref. 19); however, their determination differs between the methods.

We consider this percentage occupancy as the response variable which is a function of predictors such as the city, the site, the time of day during which the measurements were taken, weekday/weekend, and the specific wireless service corresponding to a particular frequency band, as mentioned previously.

To explore the sources of RR heterogeneity, we modeled the log RR as a function of predictors in a linear meta-regression model.

An R statistic, denoted pR, was the squared correlation between the logit-transformed overall severity evaluations on VAS and linear function of predictors from the model.

For example, the GEE method was used to model the linear relation between the mean change in breast-tissue water as a function of predictors including menopausal status, measurement day after NAC, and the interaction between menopausal status and measurement day.

Figure 12 Bitrates as a function of predictor block size and for λ = 1/100.

Figure 13 ODG as a function of predictor block size for Δ = 0. 05 and for λ = 1/100.