Advanced search
Publication Cover
Journal of Nonparametric Statistics Volume 23, 2011 - Issue 4
Submit an article Journal homepage
652
Views
24
CrossRef citations to date
0
Altmetric
Original Articles

Bayesian estimation and inference for generalised partial linear models using shape-restricted splines

Mary C. Meyer Department of Statistics, Colorado State University, Fort Collins, CO, 80523-1877, USACorrespondence[email protected]
,
Amber J. Hackstadt Department of Statistics, Colorado State University, Fort Collins, CO, 80523-1877, USA
&
Jennifer A. Hoeting Department of Statistics, Colorado State University, Fort Collins, CO, 80523-1877, USA
Pages 867-884 | Received 18 Dec 2010, Accepted 09 Jun 2011, Published online: 09 Aug 2011

Citations (24)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (7)

Qiang Heng, Hua Zhou & Eric C. Chi. (2023) Bayesian Trend Filtering via Proximal Markov Chain Monte Carlo. Journal of Computational and Graphical Statistics 32:3, pages 938-949.
Read now
Shuang Zhou, Pallavi Ray, Debdeep Pati & Anirban Bhattacharya. (2022) A Mass-Shifting Phenomenon of Truncated Multivariate Normal Priors. Journal of the American Statistical Association 0:0, pages 1-15.
Read now
Jiangyong Yin, Peter F. Craigmile, Xinyi Xu & Steven MacEachern. (2019) Shape-constrained semiparametric additive stochastic volatility models. Statistical Theory and Related Fields 3:1, pages 71-82.
Read now
Xianzheng Huang. (2017) Semi-non parametric smooth isotonic regression. Communications in Statistics - Theory and Methods 46:20, pages 10071-10087.
Read now
Taeryon Choi, Hea-Jung Kim & Seongil Jo. (2016) Bayesian variable selection approach to a Bernstein polynomial regression model with stochastic constraints. Journal of Applied Statistics 43:15, pages 2751-2771.
Read now
Hea-Jung Kim, Taeryon Choi & Suyeon Lee. (2016) A hierarchical Bayesian regression model for the uncertain functional constraint using screened scale mixtures of Gaussian distributions. Statistics 50:2, pages 350-376.
Read now
Minggen Lu. (2015) Spline estimation of generalised monotonic regression. Journal of Nonparametric Statistics 27:1, pages 19-39.
Read now

Articles from other publishers (17)

Hugh A. Chipman, Edward I. GeorgeRobert E. McCullochThomas S. Shively. (2022) mBART: Multidimensional Monotone BART. Bayesian Analysis 17:2.
Crossref
Clara Grazian, Luciana Dalla Valle & Brunero Liseo. (2022) Approximate Bayesian conditional copulas. Computational Statistics & Data Analysis 169, pages 107417.
Crossref
Ngandu Balekelayi & Solomon Tesfamariam. (2020) External corrosion pitting depth prediction using Bayesian spectral analysis on bare oil and gas pipelines. International Journal of Pressure Vessels and Piping 188, pages 104224.
Crossref
José Luis Preciado Arreola, Andrew L. Johnson, Xun C. Chen & Hiroshi Morita. (2020) Estimating stochastic production frontiers: A one-stage multivariate semiparametric Bayesian concave regression method. European Journal of Operational Research 287:2, pages 699-711.
Crossref
Ander Wilson, Jessica Tryner, Christian L'Orange & John Volckens. (2020) Bayesian nonparametric monotone regression. Environmetrics 31:8.
Crossref
Solveig Engebretsen & Ingrid K. Glad. (2020) Partially linear monotone methods with automatic variable selection and monotonicity direction discovery. Statistics in Medicine 39:25, pages 3549-3568.
Crossref
Pallavi Ray, Debdeep Pati & Anirban Bhattacharya. (2020) Efficient Bayesian shape-restricted function estimation with constrained Gaussian process priors. Statistics and Computing 30:4, pages 839-853.
Crossref
Kenyon Ng, Berwin A. Turlach & Kevin Murray. (2019) A flexible sequential Monte Carlo algorithm for parametric constrained regression. Computational Statistics & Data Analysis 138, pages 13-26.
Crossref
Solveig Engebretsen & Ingrid K. Glad. (2019) Additive monotone regression in high and lower dimensions. Statistics Surveys 13:none.
Crossref
Mary C. Meyer. (2018) A Framework for Estimation and Inference in Generalized Additive Models with Shape and Order Restrictions. Statistical Science 33:4.
Crossref
M W Wheeler, D B Dunson & A H Herring. (2017) Bayesian local extremum splines. Biometrika 104:4, pages 939-952.
Crossref
Victor M. H. Ong, David K. Mensah, David J. Nott, Seongil Jo, Beomjo Park & Taeryon Choi. (2017) A variational Bayes approach to a semiparametric regression using Gaussian process priors. Electronic Journal of Statistics 11:2.
Crossref
Khader Khadraoui. (2017) Nonparametric adaptive Bayesian regression using priors with tractable normalizing constants and under qualitative assumptions. International Journal of Approximate Reasoning 80, pages 257-276.
Crossref
Yining Chen & Richard J. Samworth. (2016) Generalized Additive and Index Models with Shape Constraints. Journal of the Royal Statistical Society Series B: Statistical Methodology 78:4, pages 729-754.
Crossref
Christophe Abraham & Khader Khadraoui. (2015) Bayesian regression with B-splines under combinations of shape constraints and smoothness properties. Statistica Neerlandica 69:2, pages 150-170.
Crossref
Hea-Jung Kim & Taeryon Choi. (2014) On Bayesian estimation of regression models subject to uncertainty about functional constraints. Journal of the Korean Statistical Society 43:1, pages 133-147.
Crossref
Lauren A. Hannah, Warren B. Powell & David B. Dunson. (2014) Semiconvex Regression for Metamodeling-Based Optimization. SIAM Journal on Optimization 24:2, pages 573-597.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.