High-dimensional variable selection accounting for heterogeneity in regression coefficients across multiple data sources. [PDF]
Yu T, Ye S, Wang R.
europepmc +1 more source
Robust explicit estimators using the power-weighted repeated medians. [PDF]
Park C, Gao X, Wang M.
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SURPRISES IN HIGH-DIMENSIONAL RIDGELESS LEAST SQUARES INTERPOLATION. [PDF]
Hastie T +3 more
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Predicting dichotomised outcomes from high-dimensional data in biomedicine. [PDF]
Rauschenberger A, Glaab E.
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High-Dimensional Inference for Personalized Treatment Decision. [PDF]
Jeng XJ, Lu W, Peng H.
europepmc +1 more source
Zero-inflated Bell regression models for count data. [PDF]
Lemonte AJ +2 more
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Estimating linear mixed effect models with non-normal random effects through saddlepoint approximation and its application in retail pricing analytics. [PDF]
Chen H, Han L, Lim A.
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Modeling the spatial patterns of antenatal care utilization in Nigeria with inference based on Pólya-Gamma mixtures. [PDF]
Egbon OA, Gayawan E.
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Regression with strongly correlated data
This paper discusses linear regression of strongly correlated data that arises, for example, in magnetohydrodynamic equilibrium reconstructions. We have proved that, generically, the covariance matrix of the estimated regression parameters for fixed ...
Finn, John M. +2 more
core
USING THE SEYCHELLES CHILD DEVELOPMENT STUDY TO CLUSTER MULTIPLE OUTCOMES INTO DOMAINS TO IMPROVE ESTIMATION OF THE OVERALL EFFECT OF MERCURY ON NEURODEVELOPMENT. [PDF]
Lalonde A, Love T.
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