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Predicting high sensitivity C-reactive protein levels and their associations in a large population using decision tree and linear regression. [PDF]

open access: yesSci Rep
Ghiasi Hafezi S   +9 more
europepmc   +1 more source

Linear regression

WIREs Computational Statistics, 2012
AbstractLinear regression plays a fundamental role in statistical modeling. This article provides a step‐by‐step coverage of linear models in the order of model specification, model estimation, statistical inference, variable selection, model diagnosis, and prediction. Computation issues in linear regression and intimately relevant extensions of linear
Su, Xiaogang, Yan, Xin, Tsai, Chih Ling
openaire   +3 more sources

On the linearity of regression

Zeitschrift f�r Wahrscheinlichkeitstheorie und Verwandte Gebiete, 1982
A stochastic process X={X t :t∈T| is called spherically generated if for each random vector $$X = (X_{t_1 } , \ldots ,X_{t_n } )$$ , there exist a random vector Y=(Y1,..., Y m) with a spherical (radially symmetric) distribution
openaire   +3 more sources

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