Sentence examples for build a linear model from inspiring English sources

Then, we can build a linear model, mathbf{Y} = mathbf{H} cdot mathbf{theta} + mathbf{N}, (15).

To assess the relationship between age at draw and multiple expression levels, we employed the LASSO algorithm of Tibshirani (Tibshirani, 1996; Efron et al., 2004) to build a linear model of age at draw as a function of multiple expression levels.

IED onsets were used to build a linear model of the effects of interest by convolution with a canonical hemodynamic response function (HRF, event-related design) and its temporal derivative to account for possible variations in the blood oxygen level-dependent (BOLD) response delay.

Based on our experiences we have built a linear model for the length of time that contributors are likely to donate to a crowd-sourced citizen science project.

We first built a linear model using SSOG counts observed in all insects relative to their estimated divergence time to MRCA excluding ants and A pi. mellifera.

We first built a linear model predicting ChIP-seq reads from mappability alone, and determined how much of the ChIP-seq signal was explained.

To examine the effect of DNA methylation on recombination while controlling for other factors, we built a linear model where recombination rates were response variables, and several sequence features (G+C content, number of CpGs, proportion of repeats) and sperm DNA methylation level were predictor variables.

To address this we used the linear modelling tool in Chipster to build a linear regression model that allows us to include all the variables in the same analysis and to take the pairing structure into account.

Use one single descriptor to build a linear regression model, and perform a leave-one-out (LOO) cross-validation for the model.

This article presents and validates a general framework to build a linear dynamic Finite Element-based model of large flexible structures for integrated Control/Structure design.

For example, Narlikar et al. built a linear regression model to identify active enhancers in heart based on 727 sequence features including 721 TF binding related genetic features [65].