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This book identifies challenges and opportunities in the development and implementation of software that contain significant statistical content. While emphasizing the relevance of using rigorous statistical and probabilistic techniques in software engineering contexts, it presents opportunities for further research in the statistical sciences and their applications to software engineering.
It is intended to motivate and attract new researchers from statistics and the mathematical sciences to attack relevant and pressing problems in the software engineering setting. It describes the "big picture," as this approach provides the context in which statistical methods must be developed. The book's survey nature is directed at the mathematical sciences audience, but software engineers should also find the statistical emphasis refreshing and stimulating. It is hoped that the book will have the effect of seeding the field of statistical software engineering by its indication of opportunities where statistical thinking can help to increase understanding, productivity, and quality of software and software production.
Committee on Applied and Theoretical Statistics, Division on Engineering and Physical Sciences, Mathematics Commission on Physical Sciences, National Research Council
Committee on Radio Frequency Identification Technologies, Computer Science and Telecommunications Board, Division on Engineering and Physical Sciences, National Research Council
Committee on Law and Justice, Computer Science and Telecommunications Board, Division of Behavioral and Social Sciences and Education, Division on Engineering and Physical Sciences, Engineering National Academies of Sciences, Future Prospects Committee on Facial Recognition: Current Capabilities, Policy and Global Affairs, Technology Committee on Science
Commission on Engineering and Technical Systems, Division on Engineering and Physical Sciences, National Research Council, National Weather Service Modernization Committee
Committee on a Decadal Survey for Solar and Space Physics 2024–2033, Division on Engineering and Physical Sciences, Engineering National Academies of Sciences, Space Studies Board
Commission on Engineering and Technical Systems, Committee on the Education and Utilization of the Engineer, Division on Engineering and Physical Sciences, National Research Council
Board on Manufacturing and Engineering Design, Committee to Evaluate Transfer of Pollution Prevention Technology for the U.S. Army, Division on Engineering and Physical Sciences, National Research Council
Committee on an Assessment of Balance in NASA's Science Programs, Division on Engineering and Physical Sciences, National Research Council, Space Studies Board
Lee Vaughan
Jon Gjengset
V. Anton Spraul
Al Sweigart
Martin Fowler
Alejandro Reyes
Cole Nussbaumer Knaflic
Bonaventura Di Bello
Peter Yaworski
Alan Beaulieu
Janelle Shane
Justin Seitz, Tim Arnold
Tracy Fullerton
Ruha Benjamin
Paul Kingsnorth
Nicola Askham
Sarah Easter Collins
Frida Skybäck
Liz Moore
Colleen Hoover
Kristin Fägerskjöld
Armando Lucas Correa
Sharon Bolton
Ruth Lillegraven
Santa Montefiore
Kelly Rimmer
Martha Hall Kelly
Svenja O'Donnell
Nathan Harris
Holly Jackson
Louise Boije af Gennäs
Tina Norin
Kristin Fägerskjöld
Pernilla Lindroos
Anna Lönnqvist
Jessie Burton
Malin Nordström
Marc Levy
Emma Donoghue
Snezana Lindskog, Andie Lindskog
Tony Samuelsson
Andrev Walden
Tina Harnesk
Kathrine Nedrejord
Anthony Doerr
Marieke Lucas Rijneveld
Lauren Groff
Claire Messud
Claire Lynch
Sebastian Barry
Ray Celestin
Simon Stranger
Alice Munro
Linda Boström Knausgård
Marit Kapla
Ulf Stark
Sarah Easter Collins
Liz Moore
Ursula Scavenius
Colleen Hoover
Michel Jean
