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Publication profile

Publication profile

Kristoffer Herland Hellton

Kristoffer Herland, Hellton
Name: Kristoffer Herland Hellton
Title: Forsker / Research Scientist
Phone: (+47) 22852568
Email: Kristoffer [dot] Herland [dot] Hellton [at] nr [dot] no
Scientific areas:
Homepage: http://www.nr.no/~hellton/
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 Show publications

 

    Academic journal articles

    2017

    Hellton, Kristoffer Herland; Thoresen, Magne. When and Why are Principal Component Scores a Good Tool for Visualizing High-dimensional Data? Scandinavian Journal of Statistics (ISSN 0303-6898). doi: 10.1111/sjos.12264. 2017.

    2016

    Hellton, Kristoffer Herland. When are principal component scores a good tool for visualizing high-dimensional data? Oberwolfach Reports (ISSN 1660-8933). (12) pp 20-22. doi: 10.4171/OWR/2016/12. 2016.

    Hellton, Kristoffer Herland; Thoresen, Magne. Integrative clustering of high-dimensional data with joint and individual clusters. Biostatistics (ISSN 1465-4644). 17(3) pp 537-548. doi: 10.1093/biostatistics/kxw005. 2016.

    2014

    Hellton, Kristoffer Herland; Thoresen, Magne. The Impact of Measurement Error on Principal Component Analysis. Scandinavian Journal of Statistics (ISSN 0303-6898). 41(4) pp 1051-1063. doi: 10.1111/sjos.12083. 2014.

    Academic chapters

    2015

    Hellton, Kristoffer Herland. Consistency of principal component scores in visualizations of high-dimensional data. In: Proceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015. The International Statistical Institute. (ISBN 978-90-73592-35-3). pp 3185-3190. 2015. Full-text 

    Academic lectures

    2016

    Hellton, Kristoffer Herland. Focused fine-tuning of ridge regression. Workshop, FICology; Oslo, 09.05.2016 - 11.05.2016.

    2015

    Hellton, Kristoffer Herland. PCA and the asymptotic distribution of high-dimensional sample eigenvectors. Workshop, Inference with Confidence; Oslo, 09.05.2015 - 11.05.2015. Data 

    Hellton, Kristoffer Herland. Consistency of principal component scores in visualizations of high-dimensional data. Konferanse, 60th ISI World Statistics Congress; Rio de Janeiro, 24.07.2015 - 27.07.2015.

    2014

    Hellton, Kristoffer Herland. Integrative Clustering of High-dimensional Data with Joint and Individual Clusters. Konferanse, Statistical Methods for Omics Data Integration and Analysis (SMODIA); Heraklion, 20.11.2014 - 22.11.2014.

    2013

    Hellton, Kristoffer Herland. Why principal component scores are a good exploratory tool for high-dimensional data. Konferanse, Joint Statistical Meeting (JSM); Montreal, 03.08.2013 - 06.08.2013. Data 

    Hellton, Kristoffer Herland. Why PC scores are a good way to explore certain high-dimensional data. Konferanse, Norwegian Statistical Society conference, 12.06.2013 - 15.06.2013.

    2012

    Hellton, Kristoffer Herland. The impact of measurement error on principal component analysis. Konferanse, 33th annual conference of International Society for Clinical Biostatistics, 01.08.2012 - 05.08.2012.

    Hellton, Kristoffer Herland. The impact of measurement error on principal component analysis. Konferanse, 8th World congress in Probability and Statistics; Istanbul, 09.07.2012 - 14.07.2012. Data 

    Posters at scientific conferences

    2016

    Hellton, Kristoffer Herland. Integrative clustering of high-dimensional data with joint and individual clusters. 26th Nordic conference of Mathematical Statistics (NordStat); København, 27.06.2016 - 30.06.2016.

    2013

    Hellton, Kristoffer Herland. Asymptotic distribution of principal component scores for pervasive, high-dimensional eigenvectors. 34th annual meeting of International Society for Clinical Biostatistics; München, 16.08.2013 - 18.08.2013.

    Doctoral dissertations

    2015

    Hellton, Kristoffer Herland. On high-dimensional principal component analysis in genomics: consistency and robustness. : Institute Of Basic Medical Sciences, Faculty of Medicine, University of Oslo Dissertation for the degree of Dr.Med (ISSN 1502-9921). (1915). pp 108. 2015.

    Reports

    2010

    Hellton, Kristoffer Herland; Lindvall, Hilda; Mutimbu, Lawrence; Nieminen, P; Proscia, Michele; Micheletti, Alessandra. Integrative Analysis of Omics Data. Dipartimento di Matematica, Universita degli Studi di Milano, Via C. Saldini, 50, 20133 Milano, Italy,. pp 22. 2010. Full-text 

    Popular scientific lectures

    2017

    Løland, Anders; Hellton, Kristoffer Herland. Statistisk metode på 360 minutter – fra det enkle til det avanserte. Kurs; DNB, 24.03.2017.

    Løland, Anders; Hellton, Kristoffer Herland. Statistisk metode på 360 minutter – fra det enkle til det avanserte. Kurs; DNB, Oslo, 20.03.2017.

    Løland, Anders; Hellton, Kristoffer Herland. Statistisk metode på 360 minutter – fra det enkle til det avanserte. Kurs; Norsk Regnesentral, Blindern, Oslo, 08.03.2017.

    Løland, Anders; Hellton, Kristoffer Herland. Statistisk metode på 360 minutter – fra det enkle til det avanserte. Kurs, Bergen, 14.03.2017.

    2014

    Hellton, Kristoffer Herland. Skattejakten på genene våre – med statistikk som verktøy. Bestill en kreftforsker 2014, 16.10.2014.

    2012

    Hellton, Kristoffer Herland. Skattejakten på genene våre – med statistikk som verktøy. Bestill en kreftforsker 2012, 03.10.2012.

    Masters thesis

    2011

    Hellton, Kristoffer Herland. Stochastic Models for Smoothing Splines: A Bayesian Approach. 2011.

Postadresse:
Norsk Regnesentral
Postboks 114 Blindern
0314 Oslo
Besøksadresse:
Norsk Regnesentral
Gaustadalleen 23a
Kristen Nygaards hus
0373 Oslo
Tlf:
(+47) 22 85 25 00
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Postadresse: Norsk Regnesentral, Postboks 114 Blindern, 0314 Oslo
Besøksadresse: Norsk Regnesentral, Gaustadalleen 23a, Kristen Nygaards hus, 0373 Oslo
Tlf: (+47) 22 85 25 00
AdresseHvordan komme til NR