RT Journal Article T1 A New Measure of Leverage Cells in Multinomial Loglinear Models A1 Martín Apaolaza, Níriam A1 Pardo Llorente, Leandro AB In this article, a family of measures for detecting leverage cells in multinomial loglinear models based on Renyi's divergence measures is presented and its properties are studied. An example illustrates its behavior. PB Taylor & Francis SN 0361-0926 YR 2010 FD 2010-02 LK https://hdl.handle.net/20.500.14352/42428 UL https://hdl.handle.net/20.500.14352/42428 LA eng NO Agresti, A. (2002). Categorical Data Analysis. 2nd ed. New York: John Wiley & Sons.Andersen, E. B. (1992). Diagnosis in categorical data analysis. Journal of the Royal Statistical Society Series B 54:781–791.Belsley, D. A., Kuh, E., Welsh, R. E. (2004). Regression Diagnostics: Identifying Influential Data and Sources of Collinearity. 2nd ed. New York: John Wiley & Sons.Cressie, N., Pardo, L. (2000). Minimum Phi-divergence estimator and hierarchical testing in loglinear models. Statistica Sinica 10:867–884.Cressie, N., Pardo, L. (2002). Phi-divergence statistics. In: ElShaarawi, A. H.,Piegorich, W. W., eds. Encyclopedia of Environmetrics. Vol. 3. New York: John Wiley & Sons, pp. 1551–1555.Cressie, N., Pardo, L., Pardo, M. C. (2003). Size and power considerations for testing loglinear models using Phi-divergence test statistics. Statistica Sinica 13:550–570.Gupta, K., Nguyen T., Pardo L. (2007). On Christensen’s conjecture. Statistical Papers 48:313–319.Kateri, M., Agresti, A. (2007). A class of ordinal quasi-symmetry models for square contingency tables. Statistics & Probability Letters 77:313–316.Pardo, L. (2006). Statistical Inference Based on Divergence Measures. New York: Chapman & Hall/CRC.Rao, C. R., Toutenburg, H. (1999). Linear Models: Least Squares and Alternatives. 2nd ed. New York: Springer. NO 12th International Symposium on Applied Stochastic Models and Data Analysis.Chania,GREECE. MAY 29-JUN 01, 2007 DS Docta Complutense RD 16 may 2024