Non-parametric Bayesian mixture of sparse regressions with application towards feature selection for statistical downscaling

Das, D.; Dy, J.; Ross, J.; Obradovic, Z.; Ganguly, A. R.

doi:https://doi.org/10.5194/npg-21-1145-2014

Volume 21, issue 6

Nonlin. Processes Geophys., 21, 1145–1157, 2014
https://doi.org/10.5194/npg-21-1145-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.

Special issue: Physics-driven data mining in climate change and weather...

Nonlin. Processes Geophys., 21, 1145–1157, 2014
https://doi.org/10.5194/npg-21-1145-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.

Volume 21, issue 6

Research article 01 Dec 2014

Research article | 01 Dec 2014

Non-parametric Bayesian mixture of sparse regressions with application towards feature selection for statistical downscaling

D. Das et al.

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Final revised paper (published on 01 Dec 2014)
Preprint (discussion started on 11 Apr 2014)

Interactive discussion

Status: closed

AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment

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RC C140: 'Review Discussion Comments', Anonymous Referee #1, 16 May 2014
- AC C342: 'Respose to reviewer's comment for the manuscript "Non-parametric Bayesian mixture of sparse regressions with application towards feature selection for statistical downscaling"', Debasish Das, 24 Jul 2014
RC C210: 'Review of npg-2014-26', Anonymous Referee #2, 03 Jun 2014
- AC C343: 'The manuscript reports a Bayesian mixture of sparse regression models for clustering using the Dirichlet process mixture model for feature selection. The purpose is to be able to find interpretable clusters that can allow for climate model downscaling bas', Debasish Das, 24 Jul 2014

Peer review completion

AR: Author's response | RR: Referee report | ED: Editor decision

AR by Debasish Das on behalf of the Authors (21 Aug 2014) Author's response Manuscript

ED: Referee Nomination & Report Request started (30 Aug 2014) by Vipin Kumar

RR by Anonymous Referee #2 (21 Sep 2014)

RR by Anonymous Referee #3 (20 Oct 2014)

ED: Publish subject to technical corrections (23 Oct 2014) by Vipin Kumar

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Non-parametric Bayesian mixture of sparse regressions with application towards feature selection for statistical downscaling

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Interactive discussion

Peer review completion