C. F. Jeff Wu | |
---|---|
Born | 1949 (age 74–75) |
Alma mater | National Taiwan University (BS) University of California, Berkeley (PhD) |
Known for | EM convergence proof, resampling methods, industrial statistics, design and analysis of experiments |
Awards | COPSS Presidents' Award, Shewhart Medal, R. A. Fisher Lectureship |
Scientific career | |
Fields | Statistics |
Institutions | Georgia Institute of Technology, University of Michigan, University of Waterloo, University of Wisconsin-Madison |
Doctoral advisor | Peter J. Bickel |
Doctoral students |
Chien-Fu Jeff Wu (born 1949) is a Taiwanese-American statistician. He is the Coca-Cola Chair in Engineering Statistics and Professor in the H. Milton Stewart School of Industrial and Systems Engineering at the Georgia Institute of Technology. He is known for his work on the convergence of the EM algorithm, [1] resampling methods such as the bootstrap and jackknife, and industrial statistics, including design of experiments, and robust parameter design (Taguchi methods).
Born in Taiwan, Wu earned a B.S. in mathematics from National Taiwan University in 1971, and a Ph.D. in statistics from the University of California, Berkeley, in 1976. He has been a faculty member at the University of Wisconsin, Madison (1977–1988), the University of Waterloo (1988–1993; GM-NSERC chair in quality and productivity), the University of Michigan (1995–2003; chair of Department of Statistics 1995–98; H.C. Carver professor of statistics, 1997–2003) and currently the Georgia Institute of Technology. He has supervised 50 Ph.D. students [2] and published around 185 peer-reviewed articles and two books. [3] [4]
He has received several awards, including the COPSS Presidents' Award in 1987, [5] the Shewhart Medal in 2008, [6] the COPSS R. A. Fisher Lectureship in 2011, [7] and the Deming Lecturer Award in 2012. [8] He gave the inaugural Akaike Memorial Lecture in 2016. [9] He has been elected as a fellow of the American Statistical Association, [10] the Institute of Mathematical Statistics, [11] the American Society for Quality and the Institute for Operations Research and the Management Sciences. [12] In 2000 he was elected as a member of Academia Sinica. [13] In 2004, he was elected as a member of the National Academy of Engineering. [14] He received the Shewhart Medal of the American Society for Quality [15] and an honorary degree from the University of Waterloo in 2008. [16]
In 1985, in a lecture given to the Chinese Academy of Sciences in Beijing, he used the term Data Science for the first time as an alternative name for statistics. [17] Later, in November 1997, he gave the inaugural lecture entitled "Statistics = Data Science?" [18] for his appointment to the H. C. Carver Professorship at the University of Michigan. [19] He popularized the term "data science" and advocated that statistics be renamed data science and statisticians data scientists. [18] He also presented his lecture entitled "Statistics = Data Science?" as the first of his 1998 P.C. Mahalanobis Memorial Lectures. [20] These lectures honor Prasanta Chandra Mahalanobis, an Indian scientist and statistician and founder of the Indian Statistical Institute.
In Mile, Yunnan, China, a conference was held in July 2014 celebrating Professor Wu's 65th birthday. [21] In 2014 he gave the Bradley Lecture at the University of Georgia. [22] In 2016 he was the inaugural recipient of the Akaike Memorial Lecture Award. [23] In 2017 Jeff Wu received the George Box Medal from ENBIS. [24] In 2020, Jeff Wu received Georgia Institute of Technology’s highest award given to a faculty member: the Class of 1934 Distinguished Professor Award. [25] In the same year, he also got the Sigma Xi’s Monie A. Ferst Award which, since 1977, has honored science and engineering teachers who have inspired their students to significant research achievements. [26] [27] In 2020 he delivered the CANSSI/Fields Distinguished Lectures Series in Statistical Sciences. [28]
Walter Andrew Shewhart was an American physicist, engineer and statistician. He is sometimes also known as the grandfather of statistical quality control and also related to the Shewhart cycle.
Genichi Taguchi was an engineer and statistician. From the 1950s on, Taguchi developed a methodology for applying statistics to improve the quality of manufactured goods. Taguchi methods have been controversial among some conventional Western statisticians, but others have accepted many of the concepts introduced by him as valid extensions to the body of knowledge.
Hirotsugu Akaike was a Japanese statistician. In the early 1970s, he formulated the Akaike information criterion (AIC). AIC is now widely used for model selection, which is commonly the most difficult aspect of statistical inference; additionally, AIC is the basis of a paradigm for the foundations of statistics. Akaike also made major contributions to the study of time series. As well, he had a large role in the general development of statistics in Japan.
The COPSS Distinguished Achievement Award and Lectureship is a very high recognition of achievement and scholarship in statistical science that recognizes the highly significant impact of statistical methods on scientific investigations. The award was funded in 1963 by the North American Committee of Presidents of Statistical Societies (COPSS) "to honor both the contributions of Sir Ronald Aylmer Fisher and the work of a present–day statistician for their advancement of statistical theory and applications." The COPSS Starting in 1964, the Distinguished Lecture is given at the Joint Statistical Meetings in North America and is subsequently published in a statistics journal. The lecturer receives a plaque and a cash award of US$2,000. It is given every year if a nominee considered eligible and worthy is found, which one was in all but five years up to 1984, and in all years since. In June 2020, the name of the award was changed to its current name after discussions concerning Fisher's controversial views on race and eugenics.
Tianwen Tony Cai is a Chinese statistician. He is the Daniel H. Silberberg Professor of Statistics and Vice Dean at the Wharton School of the University of Pennsylvania. He is also professor of Applied Math & Computational Science Graduate Group, and associate scholar at the Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania. In 2008 Cai received the COPSS Presidents' Award.
Jayanta Kumar Ghosh was an Indian statistician, an emeritus professor at Indian Statistical Institute and a professor of statistics at Purdue University.
Richard John Samworth is the Professor of Statistical Science and the Director of the Statistical Laboratory, University of Cambridge, and a Teaching Fellow of St John's College, Cambridge. He was educated at St John's College, Cambridge. His main research interests are in nonparametric and high-dimensional statistics. Particular topics include shape-constrained density estimation and other nonparametric function estimation problems, nonparametric classification, clustering and regression, the bootstrap and high-dimensional variable selection problems.
Rahul Mukerjee is an Indian academic and statistician. He is a National Science Chair of the Government of India, hosted by the Indian Institute of Management Calcutta, after his superannuation from the same institute in 2021 as a professor in the higher academic grade. He is also an emeritus scientist of the Indian National Science Academy, New Delhi.
Peter John Bickel is an American statistician and Professor of Statistics at the University of California, Berkeley. Bickel has made contributions to bootstrapping, robust statistics, machine learning, and other areas of statistics.
Jianqing Fan is a statistician, financial econometrician, and data scientist. He is currently the Frederick L. Moore '18 Professor of Finance, Professor of Operations Research and Financial Engineering, Professor of Statistics and Machine Learning, and a former chairman of Department of Operations Research and Financial Engineering (2012–2015) and a former director of Committee of Statistical Studies (2005–2017) at Princeton University, where he directs both statistics lab and financial econometrics lab since 2008.
Xiao-Li Meng is a Chinese American statistician and the Whipple V. N. Jones Professor of Statistics at Harvard University. He received the COPSS Presidents' Award in 2001. He has written numerous research papers about Markov chain Monte Carlo algorithms and other statistical methodology.
Jun S. Liu is a Chinese-American statistician focusing on Bayesian statistical inference, statistical machine learning, and computational biology. He was assistant professor of statistics at Harvard University from 1991 to 1994. From 1994 to 2004, he was Assistant, Associate, and full Professor of Statistics at Stanford University. Since 2000, Liu has been Professor of Statistics in the Department of Statistics at Harvard University and held a courtesy appointment at Harvard T.H. Chan School of Public Health.
Michael Abbott Newton is a Canadian statistician. He is a Professor in the Department of Statistics and the Department of Biostatistics and Medical Informatics at the University of Wisconsin–Madison, and he received the COPSS Presidents' Award in 2004. He has written many research papers about the statistical analysis of cancer biology, including linkage analysis and signal identification.
Larry Alan Wasserman is a Canadian-American statistician and a professor in the Department of Statistics & Data Science and the Machine Learning Department at Carnegie Mellon University.
Xihong Lin is a Chinese–American statistician known for her contributions to mixed models, nonparametric and semiparametric regression, and statistical genetics and genomics. As of 2015, she is the Henry Pickering Walcott Professor and Chair of the Department of Biostatistics at Harvard T.H. Chan School of Public Health and Coordinating Director of the Program in Quantitative Genomics.
Bin Yu is a Chinese-American statistician. She is currently Chancellor's Professor in the Departments of Statistics and of Electrical Engineering & Computer Sciences at the University of California, Berkeley.
Iain Murray Johnstone is an Australian born statistician who is the Marjorie Mhoon Fair Professor in Quantitative Science in the Department of Statistics at Stanford University.
Jianjun "Jan" Shi is a Chinese-born American engineer and the Carolyn J. Stewart Chair and Professor in the H. Milton Stewart School of Industrial and Systems Engineering. He also works at the George W. Woodruff School of Mechanical Engineering at the Georgia Institute of Technology. He was elected as a member into the National Academy of Engineering in 2018 for the "development of data fusion-based quality methods and their implementation in multistage manufacturing systems".
Tze Leung Lai was a Chinese-American statistician of Hong Kong descent. He was the Ray Lyman Wilbur Professor of Statistics, as well as a professor of Biomedical Data Science and of the Institute of Computational and Mathematical Engineering (ICME) at Stanford University. He co-directed the Center for Innovative Study Design (CISD) at the Stanford University School of Medicine. He was the recipient of the COPSS Presidents' Award, one of the highest honors in statistics, in 1983.
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