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:10.5194/npg-21-1145-2014

Articles | Volume 21, issue 6

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

© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.

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

© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | 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, J. Dy, J. Ross, Z. Obradovic, and A. R. Ganguly

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Total article views: 3,514 (including HTML, PDF, and XML)

HTML	PDF	XML	Total	BibTeX	EndNote
1,985	1,247	282	3,514	288	306

HTML: 1,985
PDF: 1,247
XML: 282
Total: 3,514
BibTeX: 288
EndNote: 306

Views and downloads (calculated since 11 Apr 2014)

Month	HTML	PDF	XML	Total
Apr 2014	39	41	2	82
May 2014	19	18	1	38
Jun 2014	18	17	1	36
Jul 2014	27	9	1	37
Aug 2014	9	8	0	17
Sep 2014	15	11	3	29
Oct 2014	8	7	3	18
Nov 2014	2	2	0	4
Dec 2014	62	59	4	125
Jan 2015	25	22	1	48
Feb 2015	23	12	0	35
Mar 2015	17	11	1	29
Apr 2015	22	12	2	36
May 2015	13	11	0	24
Jun 2015	37	3	2	42
Jul 2015	45	15	1	61
Aug 2015	22	15	0	37
Sep 2015	10	9	1	20
Oct 2015	21	4	0	25
Nov 2015	24	7	1	32
Dec 2015	7	6	3	16
Jan 2016	18	9	0	27
Feb 2016	14	8	1	23
Mar 2016	41	15	2	58
Apr 2016	3	6	0	9
May 2016	12	5	0	17
Jun 2016	7	1	0	8
Jul 2016	8	1	9
Aug 2016	11	5	1	17
Sep 2016	13	4	0	17
Oct 2016	9	4	1	14
Nov 2016	11	2	0	13
Dec 2016	5	4	3	12
Jan 2017	20	7	1	28
Feb 2017	9	1	10
Mar 2017	23	3	0	26
Apr 2017	24	4	1	29
May 2017	29	2	0	31
Jun 2017	23	1	0	24
Jul 2017	14	7	0	21
Aug 2017	6	7	2	15
Sep 2017	8	6	0	14
Oct 2017	9	4	0	13
Nov 2017	9	12	1	22
Dec 2017	16	6	3	25
Jan 2018	19	12	6	37
Feb 2018	18	8	2	28
Mar 2018	13	8	4	25
Apr 2018	16	6	3	25
May 2018	17	9	3	29
Jun 2018	13	10	6	29
Jul 2018	16	10	5	31
Aug 2018	17	10	4	31
Sep 2018	16	11	4	31
Oct 2018	20	11	11	42
Nov 2018	17	11	5	33
Dec 2018	11	11	2	24
Jan 2019	9	6	2	17
Feb 2019	13	9	5	27
Mar 2019	9	9	2	20
Apr 2019	11	9	2	22
May 2019	8	5	1	14
Jun 2019	6	8	1	15
Jul 2019	11	7	1	19
Aug 2019	11	7	1	19
Sep 2019	6	11	1	18
Oct 2019	9	4	1	14
Nov 2019	4	4	0	8
Dec 2019	10	6	1	17
Jan 2020	14	12	3	29
Feb 2020	11	3	1	15
Mar 2020	3	5	0	8
Apr 2020	6	6	1	13
May 2020	9	7	0	16
Jun 2020	15	13	0	28
Jul 2020	28	20	13	61
Aug 2020	8	7	6	21
Sep 2020	16	8	1	25
Oct 2020	10	12	1	23
Nov 2020	8	7	1	16
Dec 2020	11	5	1	17
Jan 2021	15	13	0	28
Feb 2021	14	11	0	25
Mar 2021	9	4	1	14
Apr 2021	11	6	0	17
May 2021	3	5	1	9
Jun 2021	6	4	0	10
Jul 2021	5	7	2	14
Aug 2021	8	8	2	18
Sep 2021	11	9	1	21
Oct 2021	7	37	1	45
Nov 2021	16	23	2	41
Dec 2021	8	6	0	14
Jan 2022	7	9	3	19
Feb 2022	4	2	3	9
Mar 2022	7	4	0	11
Apr 2022	4	4	0	8
May 2022	4	7	4	15
Jun 2022	5	2	1	8
Jul 2022	3	1	1	5
Aug 2022	9	3	0	12
Sep 2022	2	1	0	3
Oct 2022	12	4	3	19
Nov 2022	10	4	2	16
Dec 2022	8	3	1	12
Jan 2023	8	8	0	16
Feb 2023	8	6	0	14
Mar 2023	10	5	2	17
Apr 2023	5	3	1	9
May 2023	5	10	0	15
Jun 2023	5	6	2	13
Jul 2023	5	6	2	13
Aug 2023	9	3	2	14
Sep 2023	2	1	0	3
Oct 2023	11	4	0	15
Nov 2023	6	0	6
Dec 2023	7	4	2	13
Jan 2024	6	1	0	7
Feb 2024	2	5	1	8
Mar 2024	7	6	1	14
Apr 2024	10	5	4	19
May 2024	10	8	4	22
Jun 2024	39	6	11	56
Jul 2024	9	3	5	17
Aug 2024	36	6	17	59
Sep 2024	4	4	1	9
Oct 2024	11	9	2	22
Nov 2024	5	2	0	7
Dec 2024	6	8	2	16
Jan 2025	4	8	1	13
Feb 2025	21	10	1	32
Mar 2025	10	9	0	19
Apr 2025	15	8	0	23
May 2025	17	4	3	24
Jun 2025	36	14	0	50
Jul 2025	12	14	0	26
Aug 2025	11	14	3	28
Sep 2025	23	12	4	39
Oct 2025	29	29	3	61
Nov 2025	28	15	1	44
Dec 2025	15	20	1	36
Jan 2026	36	23	11	70
Feb 2026	21	8	5	34
Mar 2026	14	18	9	41
Apr 2026	26	12	4	42
May 2026	7	5	3	15

Cumulative views and downloads (calculated since 11 Apr 2014)

Month	HTML	PDF	XML	Total
Apr 2014	39	41	2	82
May 2014	19	18	1	38
Jun 2014	18	17	1	36
Jul 2014	27	9	1	37
Aug 2014	9	8	0	17
Sep 2014	15	11	3	29
Oct 2014	8	7	3	18
Nov 2014	2	2	0	4
Dec 2014	62	59	4	125
Jan 2015	25	22	1	48
Feb 2015	23	12	0	35
Mar 2015	17	11	1	29
Apr 2015	22	12	2	36
May 2015	13	11	0	24
Jun 2015	37	3	2	42
Jul 2015	45	15	1	61
Aug 2015	22	15	0	37
Sep 2015	10	9	1	20
Oct 2015	21	4	0	25
Nov 2015	24	7	1	32
Dec 2015	7	6	3	16
Jan 2016	18	9	0	27
Feb 2016	14	8	1	23
Mar 2016	41	15	2	58
Apr 2016	3	6	0	9
May 2016	12	5	0	17
Jun 2016	7	1	0	8
Jul 2016	8	1	9
Aug 2016	11	5	1	17
Sep 2016	13	4	0	17
Oct 2016	9	4	1	14
Nov 2016	11	2	0	13
Dec 2016	5	4	3	12
Jan 2017	20	7	1	28
Feb 2017	9	1	10
Mar 2017	23	3	0	26
Apr 2017	24	4	1	29
May 2017	29	2	0	31
Jun 2017	23	1	0	24
Jul 2017	14	7	0	21
Aug 2017	6	7	2	15
Sep 2017	8	6	0	14
Oct 2017	9	4	0	13
Nov 2017	9	12	1	22
Dec 2017	16	6	3	25
Jan 2018	19	12	6	37
Feb 2018	18	8	2	28
Mar 2018	13	8	4	25
Apr 2018	16	6	3	25
May 2018	17	9	3	29
Jun 2018	13	10	6	29
Jul 2018	16	10	5	31
Aug 2018	17	10	4	31
Sep 2018	16	11	4	31
Oct 2018	20	11	11	42
Nov 2018	17	11	5	33
Dec 2018	11	11	2	24
Jan 2019	9	6	2	17
Feb 2019	13	9	5	27
Mar 2019	9	9	2	20
Apr 2019	11	9	2	22
May 2019	8	5	1	14
Jun 2019	6	8	1	15
Jul 2019	11	7	1	19
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Oct 2019	9	4	1	14
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Jan 2020	14	12	3	29
Feb 2020	11	3	1	15
Mar 2020	3	5	0	8
Apr 2020	6	6	1	13
May 2020	9	7	0	16
Jun 2020	15	13	0	28
Jul 2020	28	20	13	61
Aug 2020	8	7	6	21
Sep 2020	16	8	1	25
Oct 2020	10	12	1	23
Nov 2020	8	7	1	16
Dec 2020	11	5	1	17
Jan 2021	15	13	0	28
Feb 2021	14	11	0	25
Mar 2021	9	4	1	14
Apr 2021	11	6	0	17
May 2021	3	5	1	9
Jun 2021	6	4	0	10
Jul 2021	5	7	2	14
Aug 2021	8	8	2	18
Sep 2021	11	9	1	21
Oct 2021	7	37	1	45
Nov 2021	16	23	2	41
Dec 2021	8	6	0	14
Jan 2022	7	9	3	19
Feb 2022	4	2	3	9
Mar 2022	7	4	0	11
Apr 2022	4	4	0	8
May 2022	4	7	4	15
Jun 2022	5	2	1	8
Jul 2022	3	1	1	5
Aug 2022	9	3	0	12
Sep 2022	2	1	0	3
Oct 2022	12	4	3	19
Nov 2022	10	4	2	16
Dec 2022	8	3	1	12
Jan 2023	8	8	0	16
Feb 2023	8	6	0	14
Mar 2023	10	5	2	17
Apr 2023	5	3	1	9
May 2023	5	10	0	15
Jun 2023	5	6	2	13
Jul 2023	5	6	2	13
Aug 2023	9	3	2	14
Sep 2023	2	1	0	3
Oct 2023	11	4	0	15
Nov 2023	6	0	6
Dec 2023	7	4	2	13
Jan 2024	6	1	0	7
Feb 2024	2	5	1	8
Mar 2024	7	6	1	14
Apr 2024	10	5	4	19
May 2024	10	8	4	22
Jun 2024	39	6	11	56
Jul 2024	9	3	5	17
Aug 2024	36	6	17	59
Sep 2024	4	4	1	9
Oct 2024	11	9	2	22
Nov 2024	5	2	0	7
Dec 2024	6	8	2	16
Jan 2025	4	8	1	13
Feb 2025	21	10	1	32
Mar 2025	10	9	0	19
Apr 2025	15	8	0	23
May 2025	17	4	3	24
Jun 2025	36	14	0	50
Jul 2025	12	14	0	26
Aug 2025	11	14	3	28
Sep 2025	23	12	4	39
Oct 2025	29	29	3	61
Nov 2025	28	15	1	44
Dec 2025	15	20	1	36
Jan 2026	36	23	11	70
Feb 2026	21	8	5	34
Mar 2026	14	18	9	41
Apr 2026	26	12	4	42
May 2026	7	5	3	15

Cited

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Latest update: 09 May 2026

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

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Cited

3 citations as recorded by crossref.

3 citations as recorded by crossref.

Saved (final revised paper)