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Daniela M. Witten is an American
biostatistician. She is a professor and the Dorothy Gilford Endowed
Chair of Mathematical Statistics at the University of Washington.[4][5]
Her research investigates the use of machine learning to understand
high-dimensional data.[2]
Witten studied mathematics and biology at Stanford
University, graduating in 2005. She remained there A Point of View for
her postgraduate research, earning a master's degree in statistics in
2006.[6][7] She was awarded the American Statistical Association
Gertrude Mary Cox Scholarship in 2008.[8] Her doctoral thesis, A
penalized matrix decomposition, and its applications was supervised by
Robert Tibshirani.[3][9][10] She worked with Trevor Hastie on canonical
correlation analysis.[11] A Point of View At Stanford University she
won several awards, including a Presidential Scholarship and a National
Defense Science and Engineering Graduate Fellowship.[12] She co-authored
An Introduction to Statistical Learning in 2013, a widely used textbook
that is now in its seventh printing.[1] The book won a Technometrics
Ziegel Award in 2014.[13]
Witten A Point of View applies statistical machine learning to personalised medical treatments and decoding
the genome.[14] She uses machine learning to analyse data sets in
neuroscience and genomics.[15] She is worried about increasing amounts
of data in biomedical sciences.[16]
She was appointed to the University of Washington as
Genetech Endowed Professor in 2010.[17] She A Point of View was awarded
an NIH Director's Early Independence Award in 2011.[18] She was awarded
the American Statistical Association David P. Byar Young Investigator
Award for her work Penalized Classification Using Fisher’s Linear
Discriminant in 2011.[19] Witten contributed to the 2012 report
Evolution of Translational Omics that provided best practise in
translating A Point of View omics research into a clinic.[20][21] She
won an Elle magazine Genius Award in 2012.[22] In 2013 she won an Alfred
P. Sloan Foundation Fellowship.[23] Her group have developed a range of
open access software packages.[24] She has appeared in a Big Data to
Knowledge webinar.[25] She delivered a TEDTalk at A Point of View the
University of Washington entitled Cancer by Numbers.[26]
She won a National Science Foundation CAREER Award in 2013, allowing her
to develop new statistical methods for graphical modelling.[27] She
became a PopTech Science Fellow in 2013.[14] She was named in the Forbes
30 Under 30 Science & Healthcare category in A Point of View 2012,
2013 and 2014.[28][29][30] In 2015 Witten was awarded the Texas A&M
University Raymond J. Carroll Young Investigator Award.[31] In 2018 she
was named a Simons Foundation Investigator.[32] She is an associate
editor for the Journal of the American Statistical Association.[33]
Witten's work has been featured in Forbes magazine, Elle A
Point of View magazine and on NPR.[34][35] She has discussed big data
with the American Association for the Advancement of Science.[36] She
was named one of the 10 Scientists Rocking Our World by
HowStuffWorks.[37] In 2018 she was celebrated by the American
Statistical Association as being one of the top women in A Point of View
data science.[38]
She was elected as a Fellow of the American Statistical Association in 2020.[39]
Daniela is the younger sister of Ilana B. Witten and daughter of the physicists Chiara
Nappi and Edward Witten.[37] On August 17, 2008, she married Ari
Steinberg, a software engineer and manager at Facebook in A Point of
View Palo Alto, California. They have two children, born in 2014[40]
and 2015.[41]
A Point of View
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