Computerized Exploratory Screening of Large-Dimensional Contingency Tables

作者: S. Kreiner

DOI: 10.1007/978-3-642-46890-2_7

关键词: Contingency tableCategorical variableExploratory analysisGraphical modelTable (information)Log-linear modelComputer scienceStatisticsStatistical analysis

摘要: This paper is concerned with programs and strategies for the initial analysis of large-dimensional contingency tables, i.e. tables which include so many categorical variables that it not technically possible to undertake a unified statistical full table.

参考文章(9)
Alice S. Whittemore, Collapsibility of Multidimensional Contingency Tables Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 40, pp. 328- 340 ,(1978) , 10.1111/J.2517-6161.1978.TB01046.X
Svend Kreiner, Analysis of Multidimensional Contingency Tables by Exact Conditional Tests: Techniques and Strategies Scandinavian Journal of Statistics. ,vol. 14, pp. 97- 112 ,(1987)
A. P. Dawid, Conditional Independence in Statistical Theory Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 41, pp. 1- 15 ,(1979) , 10.1111/J.2517-6161.1979.TB01052.X
Linda June Davis, Whittemore's notion of collapsibility in multidimensional contingency tables Communications in Statistics - Theory and Methods. ,vol. 15, pp. 2541- 2554 ,(1986) , 10.1080/03610928608829267
SØREN ASMUSSEN, DAVID EDWARDS, Collapsibility and response variables in contingency tables Biometrika. ,vol. 70, pp. 567- 578 ,(1983) , 10.1093/BIOMET/70.3.567
DAVID EDWARDS, SVEND KREINER, The analysis of contingency tables by graphical models Biometrika. ,vol. 70, pp. 553- 565 ,(1983) , 10.1093/BIOMET/70.3.553
J. N. Darroch, S. L. Lauritzen, T. P. Speed, Markov Fields and Log-Linear Interaction Models for Contingency Tables Annals of Statistics. ,vol. 8, pp. 522- 539 ,(1980) , 10.1214/AOS/1176345006
C. Chatfield, The initial examination of data. Discussion of D2 Chatfield's paper Journal of the Royal Statistical Society. ,vol. 148, pp. 214- 253 ,(1985)
T. M. F. Smith, W. B. Wakefield, I. Diamond, D. E. Barton, Projections of Student Numbers in Higher Education Journal of the Royal Statistical Society. Series A (General). ,vol. 148, pp. 175- ,(1985) , 10.2307/2981968