Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Sutanoy Dasgupta"'
Publikováno v:
Technometrics, 2021, Vol.63(4), pp.536-547 [Peer Reviewed Journal]
Estimation of a probability density function (pdf) from its samples, while satisfying certain shape constraints, is an important problem that lacks coverage in the literature. This article introduces a novel geometric, deformable template constrained
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ca6cd99699902a987866288b081fef4c
https://doi.org/10.1080/00401706.2020.1867647
https://doi.org/10.1080/00401706.2020.1867647
Publikováno v:
Quarterly of Applied Mathematics. 77:399-422
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0cc475fa49b9c0859cb9a174d5fc7e33
https://doi.org/10.1090/qam/1529
https://doi.org/10.1090/qam/1529
Publikováno v:
2019 IEEE Milan PowerTech.
Quantification and detection of patterns in electricity consumption curves, across households, locations, and seasons, is crucial for planning and forecasting. Treating daily consumption load curves as functional data, this paper utilizes techniques
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::263cc45955809c24aa7648fd47cfaa25
https://doi.org/10.1109/ptc.2019.8810883
https://doi.org/10.1109/ptc.2019.8810883
Publikováno v:
Statistica Sinica.
We introduce a novel two-step approach for estimating a probability density function (pdf) given its samples, with the second and important step coming from a geometric formulation. The procedure involves obtaining an initial estimate of the pdf and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5f9d7faa293f8c1b78f41a27f8cea5b1
https://doi.org/10.5705/ss.202018.0231
https://doi.org/10.5705/ss.202018.0231
Publikováno v:
SSP
The problem of nonparametrically estimating probability density functions (pdfs) from observed data requires posing and solving optimization problems on the space of pdfs. We take a geometric approach and explore this space for optimization using act
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::949a2f0511acd425d8598320f4de2ff6
https://doi.org/10.1109/ssp.2018.8450768
https://doi.org/10.1109/ssp.2018.8450768