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On piecewise polynomial regression under general dependence conditions, with an application to calcium-imaging data

On piecewise polynomial regression under general dependence conditions, with an application to calcium-imaging data

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BERAN, Jan, Arno WEIERSHÄUSER, C. Giovanni GALIZIA, Julia REIN, Brian H. SMITH, Martin STRAUCH, 2013. On piecewise polynomial regression under general dependence conditions, with an application to calcium-imaging data. In: Sankhya B. 76(1), pp. 49-81. ISSN 0976-8386. eISSN 0976-8394

@article{Beran2013piece-24594, title={On piecewise polynomial regression under general dependence conditions, with an application to calcium-imaging data}, year={2013}, doi={10.1007/s13571-013-0066-3}, number={1}, volume={76}, issn={0976-8386}, journal={Sankhya B}, pages={49--81}, author={Beran, Jan and Weiershäuser, Arno and Galizia, C. Giovanni and Rein, Julia and Smith, Brian H. and Strauch, Martin} }

<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/rdf/resource/123456789/24594"> <dc:creator>Beran, Jan</dc:creator> <dcterms:issued>2013</dcterms:issued> <dc:creator>Weiershäuser, Arno</dc:creator> <dcterms:abstract xml:lang="eng">Motivated by the analysis of glomerular time series extracted from calcium-imaging data, asymptotic theory for piecewise polynomial and spline regression with partially free knots and residuals exhibiting three types of dependence structures (long memory, short memory and anti-persistence) is considered. Unified formulas based on fractional calculus are derived for subordinated residual processes in the domain of attraction of a Hermite process. The results are applied to testing for the effect of a neurotransmitter on the response of olfactory neurons in honeybees to odorant stimuli.</dcterms:abstract> <dc:creator>Strauch, Martin</dc:creator> <dc:creator>Galizia, C. Giovanni</dc:creator> <dc:contributor>Smith, Brian H.</dc:contributor> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2013-09-26T07:14:05Z</dc:date> <dc:contributor>Weiershäuser, Arno</dc:contributor> <dc:contributor>Beran, Jan</dc:contributor> <dc:creator>Smith, Brian H.</dc:creator> <dcterms:rights rdf:resource="http://nbn-resolving.org/urn:nbn:de:bsz:352-20140905103605204-4002607-1"/> <dc:contributor>Galizia, C. Giovanni</dc:contributor> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2013-09-26T07:14:05Z</dcterms:available> <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/24594"/> <dc:language>eng</dc:language> <dc:contributor>Strauch, Martin</dc:contributor> <dcterms:title>On piecewise polynomial regression under general dependence conditions, with an application to calcium-imaging data</dcterms:title> <dc:contributor>Rein, Julia</dc:contributor> <dc:creator>Rein, Julia</dc:creator> <dc:rights>deposit-license</dc:rights> <dcterms:bibliographicCitation>Sankhyā : the Indian journal of statistics / B ; 76 (2014), 1. - S. 49-81</dcterms:bibliographicCitation> </rdf:Description> </rdf:RDF>

Dateiabrufe seit 01.10.2014 (Informationen über die Zugriffsstatistik)

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