Data Science: An Action Plan for Expanding the Technical Areas of the Field of Statistics

被引:9
作者
Cleveland, William S. [1 ]
机构
[1] Bell Labs, Stat Res, Murray Hill, NJ 07974 USA
关键词
EDUCATION;
D O I
10.1002/sam.11239
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An action plan to expand the technical areas of statistics focuses on the data analyst. The plan sets out six technical areas of work for a university department and advocates a specific allocation of resources devoted to research in each area and to courses in each area. The value of technical work is judged by the extent to which it benefits the data analyst, either directly or indirectly. The plan is also applicable to government research labs and corporate research organizations. (C) 2014 Wiley Periodicals, Inc.
引用
收藏
页码:414 / 417
页数:4
相关论文
共 16 条
[1]   SCIENCE AND STATISTICS [J].
BOX, GEP .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1976, 71 (356) :791-799
[2]   Computing with data: Concepts and challenges [J].
Chambers, J .
AMERICAN STATISTICIAN, 1999, 53 (01) :73-84
[3]  
Cleveland WS, 1993, VISUALIZING DATA
[4]   Mathematics, statistics, and teaching [J].
Cobb, GW ;
Moore, DS .
AMERICAN MATHEMATICAL MONTHLY, 1997, 104 (09) :801-823
[5]   AN ALGORITHM FOR MACHINE CALCULATION OF COMPLEX FOURIER SERIES [J].
COOLEY, JW ;
TUKEY, JW .
MATHEMATICS OF COMPUTATION, 1965, 19 (90) :297-&
[6]  
Fisher R.A., 1922, Philos. Trans. R. Soc. A, V222, P309, DOI [10.1098/rsta.1922.0009, DOI 10.1098/RSTA.1922.0009]
[7]  
Friedman J. H., 2000, TECHNICAL REPORT
[8]   SAMPLING-BASED APPROACHES TO CALCULATING MARGINAL DENSITIES [J].
GELFAND, AE ;
SMITH, AFM .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1990, 85 (410) :398-409
[9]   STATISTICAL CONSULTING IN INDUSTRY [J].
MARQUARDT, DW .
AMERICAN STATISTICIAN, 1979, 33 (03) :102-107
[10]   STATISTICS EDUCATION FIN-DE-SIECLE [J].
MOORE, DS ;
COBB, GW ;
GARFIELD, J ;
MEEKER, WQ .
AMERICAN STATISTICIAN, 1995, 49 (03) :250-260