Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Raphael Nedellec"'
Publikováno v:
Journal of the American Statistical Association. 116:1402-1412
We propose a novel framework for fitting additive quantile regression models, which provides well calibrated inference about the conditional quantiles and fast automatic estimation of the smoothing parameters, for model structures as diverse as those
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9823c4c75083cfeadcfd417c893f7915
https://doi.org/10.1080/01621459.2020.1725521
https://doi.org/10.1080/01621459.2020.1725521
Publikováno v:
Journal of Computational and Graphical Statistics. 29:78-86
In the last two decades, the growth of computational resources has made it possible to handle generalized additive models (GAMs) that formerly were too costly for serious applications. However, the...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7d33d8993bf4fabe290e31510efe7cbc
https://doi.org/10.1080/10618600.2019.1629942
https://doi.org/10.1080/10618600.2019.1629942
Publikováno v:
Journal of Statistical Software. 100
Generalized additive models (GAMs) are flexible non-linear regression models, which can be fitted efficiently using the approximate Bayesian methods provided by the mgcv R package. While the GAM methods provided by mgcv are based on the assumption th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::74c065feb5581cfeed5452557417dafe
https://doi.org/10.18637/jss.v100.i09
https://doi.org/10.18637/jss.v100.i09
Publikováno v:
International Journal of Forecasting. 32:1038-1050
We summarize the methodology of the team Tololo, which ranked first in the load forecasting and price forecasting tracks of the Global Energy Forecasting Competition 2014. During the competition, we used and tested many different statistical and mach
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::08b5c7e8feabb84fafcd335b3b3a099d
https://doi.org/10.1016/j.ijforecast.2015.12.001
https://doi.org/10.1016/j.ijforecast.2015.12.001
Publikováno v:
International Journal of Forecasting. 30:375-381
We sum up the methodology of the team tololo for the Global Energy Forecasting Competition 2012: Load Forecasting. Our strategy consisted of a temporal multi-scale model that combines three components. The first component was a long term trend estima
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a1e40ed416d98cbbb0264eeded2c0551
https://doi.org/10.1016/j.ijforecast.2013.07.004
https://doi.org/10.1016/j.ijforecast.2013.07.004
Publikováno v:
IEEE Transactions on Smart Grid. 5:440-446
Electricity load forecasting faces rising challenges due to the advent of innovating technologies such as smart grids, electric cars and renewable energy production. For distribution network managers, a good knowledge of the future electricity consum
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8daab7ca12510c1de31fe233ffaa3e76
https://doi.org/10.1109/tsg.2013.2278425
https://doi.org/10.1109/tsg.2013.2278425
Publikováno v:
2016 IEEE International Energy Conference (ENERGYCON).
The connection of a distributed generation (DG) unit to a distribution network may lead to current or voltage constraints: generation curtailment can be a way to solve them. In this article, we explain how a DG curtailment volume can be estimated. Th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::576384fe224f22af6b8cf5cdc6026a70
https://doi.org/10.1109/energycon.2016.7514116
https://doi.org/10.1109/energycon.2016.7514116
Publikováno v:
Journal of Statistical Software, Vol 100, Pp 1-31 (2021)
Generalized additive models (GAMs) are flexible non-linear regression models, which can be fitted efficiently using the approximate Bayesian methods provided by the mgcv R package. While the GAM methods provided by mgcv are based on the assumption th
Externí odkaz:
https://doaj.org/article/b2f599d50a774eab989c491c66b5af79
Publikováno v:
BMC Ear, Nose, and Throat Disorders
BackgroundWhile current research priorities include investigations of age-related hearing loss, there are concerns regarding effects on childhood hearing, for example through increased personal headphone use. By utilising historical data, it is possi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::06396e61c8c3aa319f67b76b9e0b64bd
http://europepmc.org/articles/PMC3735408
http://europepmc.org/articles/PMC3735408