Abstract
The word “strategy” — literally: the leading of the army“ — inevitably evokes military associations. One is reminded of Clausewitz’ famous treatise ”Vom Kriege“, the first systematic and comprehensive treatment of the subject, published in 1832 after the author’s death. In data analysis, strategy is a relatively recent innovation. A decade ago, in a talk on ”Environments for supporting statistical strategy“ I had quipped that it was difficult to support something which did not exist (Huber 1986). Today, the joke might no longer be appropriate, but we still are far away from a Clausewitz for data analysis.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Bibliography
Box, G. E. P. (1990). Comment. Statistical Science 5, 390–391.
Butler, J. N., and Quarrie, D. R. (1996). Data acquisition and analysis in extremely high data rate experiments. Physics Today, Oct. 1996, 50–56.
Churchill, W. S. (1951). The Second World War. Quoted after the paperback edition, Bantam Books, New York (1962).
Clausewitz, Carl von (1832). Vom Kriege. Diimmler Verlag, Bonn. Quoted after the 19th edition (1991).
Coale, A., and Stephan, F. (1962). The Case of the Indians and the Teenage Widows. J. Amer. Statist. Assoc. 57, 338–347.
Deming, W. E. (1940). Discussion of Professor Hotelling’s Paper. Ann. Math. Statist. 11, 470–471.
Ehrenberg, A. S. C. (1996). Data Analysis: Strategies and Tactics. Student 1, 271–288. Presses Académiques Neuchâtel.
Fayyad, U. M., Piatetsky-Shapiro, G., Smyth, P., and Uthurusamy, R. (Eds.) (1996). Advances in Knowledge Discovery and Data Mining. M.I.T. Press.
Huber, P. J. (1981). Robust Statistics. Wiley, New York.
Huber, P. J. (1985). Data Analysis: In Search of an Identity. In: Proc. of the Berkeley Conference in Honor of Jerzy Heyman and Jack Kiefer, Vol. I. L. M. LeCam and R. A. Olshen (Eds.). Wadsworth, CA.
Huber, P. J. (1986). Environments for supporting statistical strategy. In: Artificial Intelligence and Statistics. W. A. Gale (Ed.). Addison-Wesley, Reading, MA.
Huber, P. J. (1994a). Languages for Statistics and Data Analysis. In: Computational Statistics, P. Dirschedl and R. Ostermann (Eds.), Physica-Verlag, Heidelberg.
Huber, P. J. (1994b). Huge Data Sets. In: Proceedings of the 1994 COMPSTAT Meeting, R. Dutter and W. Grossmann (Eds.), Physica-Verlag, Heidelberg.
Huber, P. J. (1996). Massive Data Sets Workshop: The Morning After. In: Massive Data Sets. Proceedings of a Workshop. J. Kettenring and D. Pregibon (Eds.). National Academy Press, Washington, D.C.
Huber, Th. M., and Nagel, M. (1996). Data Based Prototyping. In: Robust Statistics, Data Analysis, and Computer Intensive Methods, H. Rieder (Ed.), Springer, New York.
Muller, P. M., and Sjogren, W. L. (1968). Mascons: Lunar Mass Concentrations. Science,161, 680–684.
Playfair, W. (1821). A letter on our agricultural distresses, their causes and remedies. London.
Schmid, P. (1967). On “Grossversuch III”, a randomized hail suppression experiment in Switzerland. In: Proc. of the Fifth Berkeley Symposium, Vol. V. Univ. of Calif. Press.
Taubes, G. (1996). Redefining the Supercomputer. Science, 273, 1655–1657.
Tukey, J. W. (1962). The future of data analysis. Ann. Math. Statist. 33, 1–67.
Wegman, E. (1995). Huge data sets and the frontiers of computational feasibility. J. of Computational and Graphical Statistics, 4, 281–295.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1997 Springer Basel AG
About this paper
Cite this paper
Huber, P.J. (1997). Strategy Issues in Data Analysis. In: Malaguerra, C., Morgenthaler, S., Ronchetti, E. (eds) Conference on Statistical Science Honouring the Bicentennial of Stefano Franscini’s Birth. Monte Verità. Birkhäuser, Basel. https://doi.org/10.1007/978-3-0348-8930-8_17
Download citation
DOI: https://doi.org/10.1007/978-3-0348-8930-8_17
Publisher Name: Birkhäuser, Basel
Print ISBN: 978-3-0348-9832-4
Online ISBN: 978-3-0348-8930-8
eBook Packages: Springer Book Archive