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Volume 66 (2014)

EAS Publications Series

Volume 66 (2014)

Statistics for Astrophysics Methods and Applications of the Regression

Annecy, France, October 21–25, 2013
D. Fraix-Burnet and D. Valls-Gabaud (Eds.)

ISBN: 978-2-7598-1729-0

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Foreword p. 1

Didier Fraix-Burnet

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466000

Regression Models: A Brief Introduction p. 3

G. Grégoire

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466001

Practical Session: Introduction to R p. 11

M. Clausel and G. Grégoire

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466002

Simple Linear Regression p. 19

G. Grégoire

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466003

Practical Session: Simple Linear Regression p. 41

M. Clausel and G. Grégoire

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466004

Multiple Linear Regression p. 45

G. Grégoire

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466005

Practical Session: Multiple Linear Regression p. 73

M. Clausel and G. Grégoire

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466006

Some Regression Problems in Solar-Terrestrial Sciences: Learning from Mistakes p. 77

T. Dudok de Wit

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466007

Logistic Regression p. 89

G. Grégoire

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466008

Practical Session: Logistic Regression p. 121

M. Clausel and G. Grégoire

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466009

Survival Data and Regression Models p. 125

G. Grégoire

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466010

Linear Regression in High Dimension and/or for Correlated Inputs p. 149

J. Jacques and D. Fraix-Burnet

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466011

An Introduction to Dimension Reduction in Nonparametric Kernel Regression p. 167

S. Girard and J. Saracco

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466012

Spatial Patterns Analysis in Cosmology based on Marked Point Processes p. 197

R.S. Stoica, E. Tempel, L.J. Liivamägi, G. Castellan and E. Saar

Published online: 23 January 2015

DOI: https://doi.org/10.1051/eas/1466013