Model-Building Approach in Multiple Binary Logit Model for Coronary Heart Disease
作者： Zainodin Hj. Jubok , G. Khuneswari
DOI:
关键词:
摘要: This paper develops a procedure to find the best model. An illustration of modelbuilding approach in “Multiple Binary Logit” analysis has been introduced. The dependent variable Multiple Logit model is qualitative nature (taking value 0 or 1). Besides introducing multiple single independent variables into model, all possible combinations generated interaction are included In order obtain set selected models, progressive elimination (one by one, least significant first) insignificant employed. It was also proposed use modified Eight Selection Criteria (8SC) replacing SSE (sum square error) Deviance Statistic (G 2 ) finally out A numerical (case study) on coronary heart disease (CHD) get clear picture getting addition, there three quantitative (age, cholesterol level and body-mass index (BMI)) five (4 blood pressure categories smoking habit). Detailed exposed, illustrated explained using this case study. building through established. found that as age BMI, BMI level, category, SBP 100-129 DBP 60-79, 130-139 80-89, >140 >90 60-79 obtained. dummy smoking/non
ums.edu.my
upm.edu.my 参考文章(15)
World Health Organization, International Society of Hypertension Writing Group, None, 2003 World Health Organization (WHO)/International Society of Hypertension (ISH) statement on management of hypertension. Journal of Hypertension. ,vol. 21, pp. 1983- 1992 ,(2003) , 10.1097/00004872-200311000-00002
Mariano Ruiz Espejo, Review of Statistical computing: An introduction to data analysis using S-PLUS by M. J. Crawley, John Wiley & Sons, Chichester 2002 Computational Statistics & Data Analysis. ,vol. 42, pp. 539- 539 ,(2003) , 10.5555/770729.770747
H. J. Zainodin, G. Khuneswari, A Case Study on Determination of House Selling Price Model Using Multiple Regression Universiti Sains Malaysia. ,(2009)
Ben Vogelvang, Econometrics: Theory and Applications with EViews ,(2004)
Michael J. Crawley, Statistics : An Introduction Using R ,(2005)
E. J. Hannan, B. G. Quinn, The Determination of the Order of an Autoregression Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 41, pp. 190- 195 ,(1979) , 10.1111/J.2517-6161.1979.TB01072.X
Ramu Ramanathan, Introductory Econometrics with Applications ,(1992)
Eric Vittinghoff, Stephen C. Shiboski, David V. Glidden, Charles E. McCulloch, Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models ,(2005)
Gene H. Golub, Michael Heath, Grace Wahba, Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter Technometrics. ,vol. 21, pp. 215- 223 ,(1979) , 10.1080/00401706.1979.10489751
Juan Fernando Casanova-Rosado, Carlo Eduardo Medina-Solís, Ana Alicia Vallejos-Sánchez, Alejandro José Casanova-Rosado, Bernardo Hernández-Prado, Leticia Ávila-Burgos, Prevalence and associated factors for temporomandibular disorders in a group of Mexican adolescents and youth adults Clinical Oral Investigations. ,vol. 10, pp. 42- 49 ,(2006) , 10.1007/S00784-005-0021-4