Zobrazeno 1 - 10
of 102
pro vyhledávání: '"O. Hoyer"'
Publikováno v:
Oxford Bulletin of Economics and Statistics. 75:705-730
Structural vector-autoregressive models are potentially very useful tools for guiding both macro- and microeconomic policy. In this study, we present a recently developed method for estimating such models, which uses non-normality to recover the caus
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4dc21659e52aa1e635271aad676f9004
https://doi.org/10.1111/j.1468-0084.2012.00710.x
https://doi.org/10.1111/j.1468-0084.2012.00710.x
Publikováno v:
Neurocomputing. 72:2024-2027
Many methods have been proposed for discovery of causal relations among observed variables. But one often wants to discover causal relations among latent factors rather than observed variables. Some methods have been proposed to estimate linear acycl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d2e30bf891d0ac7c9f27200536d99297
https://doi.org/10.1016/j.neucom.2008.11.018
https://doi.org/10.1016/j.neucom.2008.11.018
Publikováno v:
International Journal of Approximate Reasoning. 49(2):362-378
The task of estimating causal effects from non-experimental data is notoriously difficult and unreliable. Nevertheless, precisely such estimates are commonly required in many fields including economics and social science, where controlled experiments
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e26278f1dad156ca43d49a2a43f700b7
Publikováno v:
IEEE Transactions on Pattern Analysis and Machine Intelligence. 29:896-900
Recently, a number of empirical studies have compared the performance of PCA and ICA as feature extraction methods in appearance-based object recognition systems, with mixed and seemingly contradictory results. In this paper, we briefly describe the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::48642629c60ad0df190dcd2fdccfeca9
https://doi.org/10.1109/tpami.2007.1074
https://doi.org/10.1109/tpami.2007.1074
Publikováno v:
Computational Statistics & Data Analysis. 50:3278-3293
The application of independent component analysis to discovery of a causal ordering between observed variables is studied. Path analysis is a widely-used method for causal analysis. It is of confirmatory nature and can provide statistical tests for a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::625f80c80f3a7ccab30a7ea74163647c
https://doi.org/10.1016/j.csda.2005.05.004
https://doi.org/10.1016/j.csda.2005.05.004
Autor:
Patrik O. Hoyer
Publikováno v:
Neurocomputing. :547-552
An important approach in visual neuroscience considers how the processing of the early visual system is dependent on the statistics of the natural environment. A particularly influential model in this respect has been sparse coding. In this paper we
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b20ec25ab1220bea70b5eb029a809be6
https://doi.org/10.1016/s0925-2312(02)00782-8
https://doi.org/10.1016/s0925-2312(02)00782-8
Autor:
Patrik O. Hoyer, Aapo Hyvärinen
Publikováno v:
Neurocomputing. :459-466
An important approach in visual neuroscience considers how the function of the early visual system relates to the statistics of its natural input. Previous work has shown how the classical receptive fields and the organization (topography) of the pri
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3451076daafde18a5a7816c25fb35aef
https://doi.org/10.1016/s0925-2312(02)00400-9
https://doi.org/10.1016/s0925-2312(02)00400-9
Publikováno v:
Water Supply. 2:63-69
The new plant for the treatment of water from the Wahnbach-reservoir went into operation at Siegburg, Germany in 2001. It will have a capacity of 3,600 to 4,800 m3/h and is intended for drinking water supply of the Bonn region. The relatively simple
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::58f4f9c5c74a6b4f6c61e496200dbf5b
https://doi.org/10.2166/ws.2002.0008
https://doi.org/10.2166/ws.2002.0008
Publikováno v:
Encyclopedia of Computational Neuroscience
In ordinary independent component analysis, the components are assumed to be completely independent, and they do not necessarily have any meaningful order relationships. In practice, however, the estimated “independent” components are often not a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::48c32b12b1882419ad53a6530d0b3083
https://doi.org/10.1162/089976601750264992
https://doi.org/10.1162/089976601750264992
Publikováno v:
Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz. 44:377-381
Die seuchenhygienischen Anforderungen an das Trinkwasser leiten sich aus den Beobachtungen von Praxiszwischenfallen ab. Eine der bekanntesten und auch heute noch uneingeschrankt gultigen Anforderungen zur Bereitstellung eines seuchenhygienisch unbede
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6de1337fcdfe71ce4e24765b9c1f84c4
https://doi.org/10.1007/s001030050455
https://doi.org/10.1007/s001030050455