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William S Cleveland

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Name
  
William Cleveland


Books
  
Visualizing Data

William S. Cleveland wwwstatpurdueeduimagesFacultymediumwscmjpg

purdue mlss divide and recombine for the analysis of big data by william s cleveland part 6 8


William Swain Cleveland II (born 1943) is an American computer scientist and Professor of Statistics and Professor of Computer Science at Purdue University, known for his work on data visualization, particularly on nonparametric regression and local regression.

Contents

Biography

Cleveland obtained his AB in Mathematics mid 1960s from Princeton University, where he graduated under William Feller. For his PhD studies in Statistics he moved to Yale University, where he graduated under Leonard Jimmie Savage.

After graduation Cleveland started at Bell Labs, where he was staff member of the Statistics Research Department and Department Head for 12 years. Eventually he moved to the Purdue University, where he became Professor of Statistics and Courtesy Professor of Computer Science. In 1982 he was elected as a Fellow of the American Statistical Association.

His research interests are in the fields of "data visualization, computer networking, machine learning, data mining, time series, statistical modeling, visual perception, environmental science, and seasonal adjustment."

Selected publications

  • Cleveland, William S. The elements of graphing data. Monterey, CA: Wadsworth Advanced Books and Software, 1985.
  • Cleveland, William S. Visualizing data. Hobart Press, 1993.

    • Articles, a selection:

  • Cleveland, William S. "Robust locally weighted regression and smoothing scatterplots." Journal of the American statistical association 74.368 (1979): 829-836.
  • Cleveland, William S., and Robert McGill. "Graphical perception: Theory, experimentation, and application to the development of graphical methods." Journal of the American statistical association 79.387 (1984): 531-554.
  • Cleveland, William S., and Susan J. Devlin. "Locally weighted regression: an approach to regression analysis by local fitting." Journal of the American Statistical Association 83.403 (1988): 596-610.
  • Cleveland, William S., Eric Grosse, and William M. Shyu. "Local regression models." Statistical models in S (1992): 309-376.

    • References

    William S. Cleveland Wikipedia
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