نتایج جستجو برای: linear predictor
تعداد نتایج: 554168 فیلتر نتایج به سال:
The term “empirical predictor” refers to a two-stage predictor of a linear combination of fixed and random effects. In the first stage, a predictor is obtained but it involves unknown parameters; thus, in the second stage, the unknown parameters are replaced by their estimators. In this paper, we consider mean squared errors (MSE) of empirical predictors under a general setup, where ML or REML ...
We consider a random-design regression model with vector-valued observations and develop nonparametric estimation of smooth conditional moment functions in the predictor variable. This includes estimation of higher order mixed moments and also functionals of the moments, such as conditional covariance, correlation, variance, and skewness functions. Our asymptotic analysis targets the limit dist...
Background and Objectives: GTN is a general term for an extensive range of malignant trophoblastic diseases including invasive mole, choriocarcinoma, epithelioid trophoblastic tumors and placental site trophoblastic tumors. The aim of this study was to predict the risk of GTN in patients with molar pregnancy in Tehran. Methods: All cases with partial and complete mole with a record of at lea...
7 Feature-space modelling 16 7.1 Theory of linear models . . . . . . . . . . . . . . . . . . . . . . 16 7.1.1 * Least-squares solution of the linear model . . . . . . . 17 7.2 Continuous response, continuous predictor . . . . . . . . . . . . 18 7.3 Continuous response, categorical predictor . . . . . . . . . . . . 23 7.4 * Multivariate linear models . . . . . . . . . . . . . . . . . . . . 25 7....
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