Empirical Bayes Mean Estimation With Nonparametric Errors Via Order Statistic Regression on Replicated Data [PDF]
, 2021 Nikolaos Ignatiadis +3 more
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A Note on Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables [PDF]
This note argues that nonparametric regression not only relaxes functional form assumptions vis-a-vis parametric regression, but that it also permits endogenous control variables.
Markus Frölich
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Advanced Science, EarlyView.Hypertrophic scar formation is driven by excessive mitochondrial fission in wound macrophages, which we discover is governed by a novel AURKB‐DRP1(Ser616) axis. The study develops a targeted therapy using cRGD‐decorated extracellular vesicles to deliver the natural compound Asiaticoside specifically to macrophages.
Luyu Li +8 more
wiley +1 more source
A method for parameter hypothesis testing in nonparametric regression with Fourier series approach. [PDF]
MethodsX, 2023 Ramli M, Budiantara IN, Ratnasari V.
europepmc +1 more source
Combining parametric and nonparametric approaches for more efficient time series prediction [PDF]
We introduce a two-step procedure for more efficient nonparametric prediction of a strictly stationary process admitting an ARMA representation. The procedure is based on the estimation of the ARMA representation, followed by a nonparametric regression ...
Dabo-Niang, Sophie +2 more
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Bayesian nonparametric multivariate convex regression [PDF]
, 2011 In many applications, such as economics, operations research and reinforcement learning, one often needs to estimate a multivariate regression function f subject to a convexity constraint.
Dunson, David B., Hannah, Lauren A.
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Advanced Science, EarlyView.Senescent synovial intimal fibroblasts (SIF) are identified as key drivers of osteoarthritis. They promote M1 macrophage polarization and cartilage degeneration via the ANGPTL4–α5β1 axis, regulated by transcription factors EGR1 and ATF3. Pharmacological inhibition of this pathway alleviates disease, revealing SIF senescence as a promising therapeutic ...
Muhai Deng +7 more
wiley +1 more source
An Online Projection Estimator for Nonparametric Regression in Reproducing Kernel Hilbert Spaces. [PDF]
Stat Sin, 2023 Zhang T, Simon N.
europepmc +1 more source
Utilization of Parametric and Nonparametric Regression Models for Production, Productivity and Area Trends of Apple (Malus domestica) in Jammu and Kashmir [PDF]
, 2018 Yasmeena Ismail, Nageena Nazir, S.A. Mir
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Iterative regularization in nonparametric instrumental regression [PDF]
We consider the nonparametric regression model with an additive error that is correlated with the explanatory variables. We suppose the existence of instrumental variables that are considered in this model for the identification and the estimation of the
JOHANNES, Jan +2 more
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