Stephen E. Fienberg.
Graphical Methods in Statistics.
In The American Statistician, vol. 33, no. 4, pp. 165--178, 1979.


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Abstract:

Graphical methods have played a central role in the development of statistical theory and practice. This presentation briefly reviews some of the highlights in the historical development of statistical graphics and gives a simple taxonomy that can be used to characterize the current use of graphical methods. This taxonomy is used to describe the evolution of the use of graphics in some major statistical and related scientific journals. Some recent advances in the use of graphical methods for statistical analysis are reviewed, and several graphical methods for the statistical presentation of data are illustrated, including the use of multicolor maps.

Bibtex:

@Article{        fienberg:1979:GMIS,
  author = 	 {Stephen E. Fienberg},
  title = 	 {Graphical Methods in Statistics},
  journal = 	 {The American Statistician },
  year = 	 {1979},
  volume = 	 {33},
  number = 	 {4},
  pages = 	 {165--178},
  month = 	 {November},
}

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References:

Anderson, Edgar (1957), "A Semigraphical Method for the Analysis of Complex Problems," Proceedings of the National Academy of Science, 13, 923-927 (reprinted, with an appended note, in Technometrics (1960), 2, 387-391.
Andrews, D.F. (1972), "Plots of High Dimensional Data," Biometrics, 28, 125-136.
Anscombe, F.J., and Tukey, John W. (1963), "The Examination and Analysis of Residuals," Technometrics, 5, 141-160.
Ashton, E.H., Healy, M.J.R., and Lipton, S. (1957), "The Descriptive Use of Discriminant Functions in Physical Anthropology," Proceedings of the Royal Society, B, 146, 552-572.
Beniger, James R., and Robyn, Dorothy L. (1978), "Quantitative Graphics in Statistics: A Brief History," The American Statistician, 32, 1-11.
Blackstone, Eugene H., and Bingham, C. (1974), "Cleaning Time Series by Frequency Domain Regression on Noise," Eason' 74, 586-591.
Bradu, Dan, and Gabriel, K. Ruben (1978), "The Biplot As a Diagnostic Tool for Models of Two-Way Tables," Technometrics, 20, 47-68.
Castner, Henry W., and Robinson, Arthur H. (1969), Dot Area Symbols in Cartography: The Influence of Pattern on Their Perception, American Congress on Surveying and Mapping, Cartography Division, Technical Monograph No. CA-4.
Chernoff, Herman (1973), "Using Faces to Represent Points in K-Dimensional Space Graphically," Journal of the American Statistical Association, 68, 361-368.
, and Rizvi, M. Haseeb (1975), "Effect on Classification Error or Random Permutations of Features in Representing Multivariate Data by Faces," Journal of the American Statistical Association, 70, 548-554.
Cleveland, William S., and Kleiner, Beat (1974), "The Analysis of Air Pollution Data From New Jersey and New York," paper presented at the annual meeting of the American Statistical Association, St. Louis, Missouri, August 1974.
Cox, D.R. (1978), "Some Remarks on the Role in Statistics of Graphical Methods," Applied Statistics, 27, 4-9.
Crawford, P.V. (1976), "Optimal Spatial Design for Thematic Maps," Cartographic Journal, 13, 145-155.
Croxton, Frederick E., and Stein, Harold (1932), "Graphic Comparisons by Bars, Squares, Circles and Cubes," Journal of the American Statistical Association, 27, 54-60.
, and Stryker, R.E. (1927), "Bar Charts Versus Circle Diagrams," Journal of the American Statistical Association, 22, 473-482.
Daniel, Cuthbert (1959), "The Use of Half-Normal Plots in Interpreting Factorial Two Level Experiments," Technometrics, 1, 311-341.
, and Wood, Fred S. (1971), Fitting Equations to Data, New York: John Wiley & Sons.
Denby, L., and Mallows, C.L. (1977), "Two Diagnostic Displays for Robust Regression Analysis," Technometrics, 19, 1-13.
Eells, Walter Crosby (1926), "The Relative Merits of Circles and Bars for Representing Component Parts," Journal of the American Statistical Association, 21, 119- 132.
Feinberg, Barry M., and Franklin, Carolyn A. (1975), Social Graphics Bibliography, Washington, D.C.: Bureau of Social Science Research.
Fletcher, Joseph (1849), "Moral and Educational Statistics of England and Wales," Journal of the Statistical Society of London, 12, 151-176; 189-335.
Funkhouser, H. Gray (1937), "Historical Development of the Graphical Representation of Statistical Data," Osiris, 3, 269-405.
, and Walker, Helen M. (1935), "Playfair and His Charts," Economic History, 3, 103-109.
Gnanadesikan, R. (1977), Methods for Statistical Data Analysis of Multivariate Observations, New York: John Wiley & Sons.
Gorman, J.W., and Toman, R.J. (1966), "Selection of Variables for Fitting Equations to Data," Technometrics, 8, 27-51.
Huhn, R. von (1927), "Further Studies in the Graphic Use of Circles and Bars I: A Discussion of the Eell's Experiment," Journal of the American Statistical Association, 22, 31-36.
Joint Committee on Standards for Graphic Presentation (1915), "Preliminary Report," Journal of the American Statistical Association, 14, 790-797.
Kruskal, William (1977), "Visions of Maps and Graphs," Proceedings of the International Symposium on Computer-Assisted Cartography, 1975, 27-36.
Lono, Marianne, and Wainer, Howard (1978), "Experiments in Graphical Comprehension," First General Conference on Social Graphics, Leesburg, Virginia.
Lorenz, M.O. (1905), "Methods of Measuring the Concentration of Wealth," Journal of the American Statistical Association, 9, 209-219.
MaGill, Walter H. (1930), "The Determination of the Graphical Forms and the Frequencies of the Forms Employed in the Current Reading Matter of the Non-Specialist," unpublished PhD thesis, University of Pennsylvania.
Marquardt, Donald W., and Snee, Ronald D. (1975), "Ridge Regression in Practice," The American Statistician, 29, 3-20.
Meyer, Morton A., Broome, Frederick R., and Schweitzer, Richard H., Jr. (1975), "Color Statistical Mapping by the U.S. Bureau of the Census," American Cartographer, 2, 100-117.
Nightingale, Florence (1857), Mortality ofthe British Army, London.
(1858), Notes on Matters Affecting the Health, Efficiency and Hospital Administration of the British Army, London.
Pickett, R., and White, B.W. (1966), "Constructing Data Pictures," Proceedings of the 7th National Symposium of Information Display, 75-81.
Playfair, William (1786), The Commercial and Political Atlas, London.
(1801), The Statistical Breviary, London.
(1805), An Inquiry in the Permanent Causes of the Decline and Fall of Powerful and Wealthy Nations, London. Schmid, Calvin F. (1954), Handbook of Graphic Presentation, New York: Ronald Press.
Siegel, J.H., Goldwyn, R.M., and Friedman, H.P. (1971), "Pattern and Process of the Evolution of Human Septic Shock," Surgery, 70, 232-245.
Tobler, W.R. (1975), "Linear Operators Applied to Areal Data," in Display and Analysis of Spatial Data, ed. J.C. Davis and M.J. McCullagh, New York: John Wiley & Sons, 14-37.
Tukey, John W. (1972), "Some Graphic and Semigraphic Displays," in Statistical Papers in Honor of George W. Snedecor, ed. T.A. Bancroft, Ames: Iowa State University Press, 293-316.
(1977), Exploratory Data Analysis, Reading, Mass.: Addison-Wesley.
(1979), "Methodology, and the Statistician's Response for BOTH Accuracy AND Relevance," Journal of the American Statistical Association, 74 (in press).
Tukey, Paul A., and Tukey, John W. (1977), "Methods for Direct and Indirect Graphic Display for Data Sets in 3 and More Dimensions," unpublished manuscript, Bell Laboratories.
Tufte, Edward R. (1976), unpublished notes. Princeton University.
U.S. Bureau of the Census (1976), STATUS, A Monthly Chartbook of Social and Economic Trends (August issue).
Wainer, Howard (1978), "An Empirical Inquiry Into Two-Variable Color Maps," First General Conference on Social Graphics, Leesburg, Virginia.
, and Biderman, Albert D. (1977), "Some Methodological Comments on Evaluating Maps," Cartographic Journal, 14, 109-114.
,and Reiser, Mark (1976), "Assessing the Efficacy of Visual Displays," Proceedings of the American Statistical Association, Social Statistics Section, (Vol. I), 89-92.
Wakimoto, Kazumasa, and Taguri, Masaaki (1978), "Constellation Graphical Method for Representing Multidimensional Data," Annals of the Institute of Statistical Mathematics, 30, 97- 104.
Walker, Francis A. (1874), Statistical Atlas of the United States Based on the Results of the Ninth Census, Washington, D.C.: U.S. Bureau of the Census.
Welsch, Roy E. (1976), "Graphics for Data Analysis," Computers and Graphics, 2, 31-37.
Wilk, Martin B., and Gnanadesikan, Ram (1968), "Probability Plotting Methods for the Analysis of Data," Biometrika, 55, 1-17.