Local modal regression
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Publication:3145390
DOI10.1080/10485252.2012.678848zbMath1254.62059OpenAlexW2088870374WikidataQ36292124 ScholiaQ36292124MaRDI QIDQ3145390
Bruce G. Lindsay, Weixin Yao, Run-Ze Li
Publication date: 20 December 2012
Published in: Journal of Nonparametric Statistics (Search for Journal in Brave)
Full work available at URL: http://europepmc.org/articles/pmc3462466
Nonparametric regression and quantile regression (62G08) Nonparametric robustness (62G35) Monte Carlo methods (65C05)
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Cites Work
- Unnamed Item
- Unnamed Item
- Robust nonparametric regression with simultaneous scale curve estimation
- Adaptive \(M\)-estimation in nonparametric regression
- A Markov model for switching regressions
- Variable bandwidth and one-step local \(M\)-estimator
- Optimal change-point estimation from indirect observations
- Bayesian Statistics and Marketing
- Hidden Markov Models and Disease Mapping
- Markov chain Monte Carlo Estimation of Classical and Dynamic Switching and Mixture Models
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