Statistical Methods for Astronomical Data Analysis - Asis Kumar Chattopadhyay

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Auteur(s) : Asis Kumar Chattopadhyay - Tanuka Chattopadhyay

Editeur : Springer Us, New York, N.Y.

Langue : Anglais

Parution : 01/04/2017

Format : Moyen, de 350g à 1kg

Nombre de pages : 364

Expédition : 618

Dimensions : 23.5 x 15.5 x 1.9

ISBN : 1493943545

Résumé :

Professor Tanuka Chattopadhyay is a Professor of Applied Mathematics at the University of Calcutta, India. Her areas of research are Astrophysics and Statistics. Professor Tanuka Chattopadhyay has published more than 25 research papers in national and international peer reviewed journals. She has also published two books on Computer Programming and Astrophysics. Professor Chattopadhyay had visiting appointments at the Pennsylvania State University,USA and Institut de Plan?tologie et d'Astrophysique de Grenoble, Joseph Fourier University, France. Since 2002 she has been the visiting Associate of Inter University centre for Astronomy and Astrophysics (IUCAA), Pune, India. She is a member of International Astrostatistics Association. She has received Major Research Projects Awards?from University Grants Commission (UGC) and Department of Science and Technology (DST), India.

Asis Kumar Chattopadhyay is a Professor of Statistics at the University of Calcutta, India. He also worked as an Associate Professor?at the Indian Statistical Institute, Kolkata during the period 2007-2008. Much of the material in the book was developed for class lectures at?post graduate level in Applied Multivariate Analysis and Statistical Inference. Professor Chattopadhyay has held?visiting appointments at the University of Southern Queensland, Australia and Institut de Plan?tologie et d'Astrophysique de Grenoble, Joseph Fourier University, France. He has also been selected as Visiting Associate of Inter University Center for Astronomy and Astrophysics (IUCAA), Pune, India since the year 2005.?Now he is the coordinator of IUCAA Resource Centre at Calcutta University. Professor Chattopadhyay has published more than 40 research articles National and International peer reviewed journals and two books. Professor Chattopadhyay is a member of International Astrostatistics Association, Calcutta Statistical Association, the Indian Association for Productivity, Qualityand Reliability, Operational Research Society of India and the Indian Association for the study of Population.

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Biographie:
Professor Tanuka Chattopadhyay is a Professor of Applied Mathematics at the University of Calcutta, India. Her areas of research are Astrophysics and Statistics. Professor Tanuka Chattopadhyay has published more than 25 research papers in national and international peer reviewed journals. She has also published two books on Computer Programming and Astrophysics. Professor Chattopadhyay had visiting appointments at the Pennsylvania State University,USA and Institut de Plan?tologie et d'Astrophysique de Grenoble, Joseph Fourier University, France. Since 2002 she has been the visiting Associate of Inter University centre for Astronomy and Astrophysics (IUCAA), Pune, India. She is a member of International Astrostatistics Association. She has received Major Research Projects Awards?from University Grants Commission (UGC) and Department of Science and Technology (DST), India. Asis Kumar Chattopadhyay is a Professor of Statistics at the University of Calcutta, India. He also worked as an Associate Professor?at the Indian Statistical Institute, Kolkata during the period 2007-2008. Much of the material in the book was developed for class lectures at?post graduate level in Applied Multivariate Analysis and Statistical Inference. Professor Chattopadhyay has held?visiting appointments at the University of Southern Queensland, Australia and Institut de Plan?tologie et d'Astrophysique de Grenoble, Joseph Fourier University, France. He has also been selected as Visiting Associate of Inter University Center for Astronomy and Astrophysics (IUCAA), Pune, India since the year 2005.?Now he is the coordinator of IUCAA Resource Centre at Calcutta University. Professor Chattopadhyay has published more than 40 research articles National and International peer reviewed journals and two books. Professor Chattopadhyay is a member of International Astrostatistics Association, Calcutta Statistical Association, the Indian Association for Productivity, Qualityand Reliability, Operational Research Society of India and the Indian Association for the study of Population....

Sommaire:
Introduction to Astrophysics.- Introduction to Statistics.- Sources of Astronomical Data.- Statistical Inference.- Advanced Regression and its Application with Measurement Error.- Missing Observations and Imputation.- Dimension Reduction and Clustering.- Clustering, Classification and Data Mining.- Time Series Analysis.- Monte Carlo Simulation.- Uses of Softwares.- Appendix.??