Dichotomous logistic regression with leave-one-out validation

World Academy of Science, Engineering and Technology

Volumn 62, Issue , 2010, Pages 846-855

  Teh, Sin Yin ^a   Othman, Abdul Rahman ^a   Khoo, Michael Boon Chong ^a  

^a SCHOOL OF PHYSICS   (Malaysia)

Author keywords

Dichotomous logistic regression; Leave one out; Test of spread

Indexed keywords

DEPENDENT VARIABLES; INDEPENDENT VARIABLES; LEAVE-ONE-OUT; LOGISTIC REGRESSIONS; PARAMETER ESTIMATE; ROBUST TESTS; STEP FUNCTIONS; TEST OF SPREAD; TYPE I ERROR RATE;

REGRESSION ANALYSIS;

LOGISTICS; PARAMETER ESTIMATION;

EID: 78651524510     PISSN: 2010376X     EISSN: 20103778     Source Type: Journal    
DOI: None     Document Type: Article

References (24)

1. nd ed. NewYork: Wiley, 2002.
2. J. M. Henshall, and M. E. Goddard, "Multiple-trait mapping ofquantitative trait loci after selective genotyping using logisticregression," Genetics, vol. 151, pp. 885-894, 1999.
3. D. F. Levinson, P. Holmans, R. E. Straub, M. J. Owen, D. B. Wildenauer, P. V. Gejman, A. E. Pulver, C. Laurent, K. S. Kendler, D. Walsh, N. Norton, N. M. Williams, S. G. Schwab, B. Lerer, B. J. Mowry, A. R. Sanders, S. E. Antonarakis, J. L. Blouin, J. F. DeLeuze, and J. Mallet, "Multicenter linkage study of schizophrenia candidateregions on chromosomes 5q, 6q, 10p and 13q: Schizophrenia linkagecollaborative group III," American Journal of Human Genetics, vol. 67, pp. 652-663.
4. A. DeMaris, "Feedback: Interpreting logistic regression results: Acritical commentary," Journal of Marriage and the Family, vol. 52, pp. 271-277, 1990.
5. P. S. Morgan, and J. D. Teachman, "Logistic regression: Description, examples, and comparisons," Journal of Marriage and the Family, vol. 50, pp. 928-936, 1988.
6. I. L. Lottes, M. A. Adler, and A. DeMaris, "Using and interpretinglogistic regression: A guide for teaching and students," Journal ofTeaching Sociology, vol. 24, pp. 284-298, 1996.
7. nd ed. London: Chapman & Hall, 1989.
8. D. W. Hosmer, and S. Lemeshow, Applied Logistic Regression. NewYork: Wiley, 1989.
9. F. Azuaje, "Genomic data sampling and its effect on classificationperformance assessment," BMC Bioinformatics, vol. 4, pp. 1-14, 2003.
10. D. Pregibon, "Logistic regression diagnostics," The Annals of Statistics, vol. 9, pp. 705-724, 1981.
11. nd ed. London: Chapman and Hall, 1989.
12. M. Crask, and Perreault, "Validation of discriminant analysis inmarketing research," Journal of Marketing Research, vol. 14, pp. 60-68, 1977.
13. W. R. Dillon, and M. Goldstein, Multivariate Analysis: Methods and Applications. New York: Wiley, 1984.
14. P. A. Lachenbruch, Discriminant Analysis. New York: Hafner, 1975.
15. G. Gong, "Cross-validation, the jackknife and the bootstrap excess errorestimation in forward regression logistic regression," Journal of theAmerican Statistical Association, vol. 81, no. 393, pp. 108-113, 1986.
16. C. J. Huberty, Applied Discriminant Analysis. New York: Wiley, 1994.
17. th ed. Upper Saddle River, NJ: Prentice-Hall, 2002.
18. C. J. Huberty, J. M. Wisenbaker, J. D. Smith, and J. C. Smith, "Usingcategorical variables in discriminant analysis," Multivariate BehavioralResearch, vol. 21, pp. 479-496, 1986.
19. rd ed. New York: Wiley, 2001.
20. nd ed. ThousandOaks: Sage Publications, 2002.
21. D. G. Kleinbaum, L. L. Kupper, K. E. Muller, and A. Nizam, AppliedRegression Analysis and Other Multivariate Methods. New York: Duxbury Press, 1998.
22. H. J. Keselman, R. R. Wilcox, J. Algina, A. R. Othman, and K. A. Fradette, "Comparative study of robust tests for spread: asymmetrictrimming strategies," British Journal of Mathematical and StatisticalPsychology, vol. 61, pp. 235-253, 2008.
23. A. I. Fleishman, "A method for simulating non-normal distributions,"Psychometrika, vol. 43, pp. 521-532, 1978.
24. D. C. Hoaglin, Summarizing Shape Numerically: The g-and h-Distributions. In D. C. Hoaglin, F. Mosteller & J. Tukey (Eds.), Exploring Data Tables, Trends, and Shapes (pp. 461-513). New York: Wiley, 1985.