Parameter estimation of ODE’s via nonparametric estimators
Electronic Journal of Statistics, 2008 Published in at http://dx.doi.org/10.1214/07-EJS132 the Electronic Journal of Statistics (http://www.i-journals.org/ejs/) by the Institute of Mathematical Statistics (http://www.imstat.org)
openaire +4 more sources
Closed-form expressions and nonparametric estimation of COVID-19 infection rate. [PDF]
Automatica (Oxf), 2022 Bisiacco M, Pillonetto G, Cobelli C.
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Estimation of nonparametric conditional moment models with possibly nonsmooth moments [PDF]
This paper studies nonparametric estimation of conditional moment models in which the residual functions could be nonsmooth with respect to the unknown functions of endogenous variables.
Demian Pouzo, Xiaohong Chen
core
Nonparametric estimation of the causal effect of a stochastic threshold-based intervention. [PDF]
Biometrics, 2023 van der Laan L, Zhang W, Gilbert PB.
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Testing a parametric model against a nonparametric alternative with identification through instrumental variables [PDF]
This paper is concerned with inference about a function g that is identified by a conditional moment restriction involving instrumental variables. The paper presents a test of the hypothesis that g belongs to a finite-dimensional parametric family ...
Joel Horowitz
core
Influencing factors of farmers' participation in domestic waste classification: An empirical analysis based on the semi-nonparametric estimation extended model. [PDF]
Front Psychol, 2022 Sun Q, Duan H, Zhong D.
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Nonparametric estimation of Spearman's rank correlation with bivariate survival data. [PDF]
Biometrics, 2022 Eden SK, Li C, Shepherd BE.
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pyrichlet: A Python Package for Density Estimation and Clustering Using Gaussian Mixture Models
Journal of Statistical SoftwareBayesian nonparametric models have proven to be successful tools for clustering and density estimation. While there exists a nourished ecosystem of implementations in R, for Python there are only a few. Here we develop a Python package called pyrichlet,
Fidel Selva +2 more
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Nonparametric Estimation of Population Average Dose-Response Curves using Entropy Balancing Weights for Continuous Exposures. [PDF]
Health Serv Outcomes Res Methodol, 2021 Vegetabile BG +5 more
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Tracking the time course of reproduction number and lockdown's effect on human behaviour during SARS-CoV-2 epidemic: nonparametric estimation. [PDF]
Sci Rep, 2021 Pillonetto G +3 more
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