Faculty Books

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An Introduction to Statistical Learning with Applications in Python

Author(s): Daniela M Witten
Gareth James, Trevor Hastie, Robert Tibshirani, Jonathan Taylor

Published: 2023

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Inverse Problems and Data Assimilation

Author(s): Armeen Taeb
Daniel Sanz-Alonso, Andrew Stuart

Published: 2023

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An Introduction to Statistical Learning with Applications in R

Author(s): Daniela M Witten
Gareth James, Trevor Hastie, Robert Tibshirani

Published: 2021

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Model-Based Clustering and Classification for Data Science With Applications in R

Author(s): Adrian E Raftery
Charles Bouveyron, Gilles Celeux, T. Brendan Murphy

Published: 2019

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Handbook of Cluster Analysis

Author(s): Marina Meila
Christian Hennig, Fionn Murtagh, Roberto Rocci

Published: 2015

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Handbook of Mixed Membership Models and Their Applications

Author(s): Elena A. Erosheva
Edoardo M. Airoldi, David Blei, Stephen E. Fienberg

Published: 2014

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Nonparametric Bayesian Inference

Author(s): Abel Rodriguez
Peter Müller

Published: 2013

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Artificial Intelligence Methods in the Environmental Sciences

Author(s): Caren Marzban
Sue Ellen Haupt, Antonello Pasini

Published: 2009

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Robust Statistics: Theory and Methods

Author(s): Doug Martin
Ricardo A. Maronna, Victor J. Yohai

Published: 2006

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Divergent Paths Economic Mobility in the New American Labor Market

Author(s): Martina Morris
Annette Bernhardt, Mark S. Handcock, Marc A. Scott

Published: 2001

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Statistics in the 21st Century

Author(s): Adrian E Raftery
Martin A. Tanner, Martin T. Wells

Published: 2001

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Spatial Epidemiology: Methods and Applications

Author(s): Jon Wakefield
Paul Elliott, Nicola Best, David Briggs

Published: 2000

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Efficient and Adaptive Estimation for Semiparametric Models

Author(s): Jon A Wellner
Peter J. Bickel, Chris A.J. Klaassen, Ya'Acov Ritov

Published: 1998

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Genetic Mapping of Disease Genes

Author(s): Elizabeth Thompson
Ivar-Harry Pawlowtzki, J. G. Edwards

Published: 1997

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A Casebook for a First Course in Statistics and Data Analysis

Author(s): Mark S. Handcock
Samprit Chatterjee, Jeffrey S. Simonoff

Published: 1995

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Genealogical Genetic Structure

Author(s): Elizabeth Thompson
Christopher Cannings

Published: 1981

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