Performance of Some Logistic Ridge Regression Estimators
Tóm tắt
Từ khóa
Tài liệu tham khảo
Alkhamisi M., Shukur G. (2008) Developing ridge parameters for SUR model. Communications in Statistics: Theory and Methods 37: 544–564
Alkhamisi M. A., Khalaf G., Shukur G. (2006) Some modifications for Choosing Ridge Parameter. Communications in Statistics: Theory and Methods 35: 1–16
Dempster A. P., Schatzoff M., Wermuth N. (1977) A simulation study of alternatives to ordinary least squares. Journal of the American Statistical Association 72: 77–91
Frisch, R. (1934). Statistical confluence analysis by means of complete regression systems. Publication 5. Oslo: University Institute of Economics.
Gibbons D. G. (1981) A simulation study of some ridge estimators. Journal of the American Statistical Association 76: 131–139
Hoerl A. E., Kennard R. W. (1970) Ridge regression: Biased estimation for non-orthogonal Problems. Technometrics 12: 55–67
Hoerl A. E., Kennard R. W. (1970) Ridge regression: Application to non-orthogonal problems. Technometrics 12: 69–82
Hoerl A. E., Kennard R. W., Baldwin K. F. (1975) Ridge regression: Some simulation. Communications in Statistics: Theory and Methods 4: 105–123
Khalaf G., Shukur G. (2005) Choosing ridge parameters for regression problems. Communications in Statistics: Theory and Methods 34: 1177–1182
Kibria B. M. G. (2003) Performance of some new ridge regression estimators. Communications in Statistics: Theory and Methods 32: 419–435
Lawless J. F., Wang P. (1976) A simulation study of ridge and other regression estimators. Communications in Statistics: Theory and Methods 5: 307–323
Månsson, K., & Shukur, G. (2011). On ridge parameters in logistic regression. To appear in Communications in Statistics: Theory and Methods.
Månsson K., Shukur G., Kibria B. M. G. (2010) A simulation study of some ridge regression estimators under different distributional assumptions. Communications in Statistics: Simulation and Computation 39: 1639–1670
McDonald G. C., Galarneau D. I. (1975) A Monte Carlo evaluation of some ridge-type estimators. Journal of the American Statistical Association 70: 407–416
Muniz G., Kibria B. M. G. (2009) On some ridge regression estimators: An empirical comparisons. Communications in Statistics: Simulation and Computation 38: 621–630
Muniz G., Golam Kibria B. M., & Shukur, G. (2011) On developing ridge regression parameters: A graphical investigation. Submitted for Publication in SORT.
Newhouse, J. P., & Oman, S. D. (1971). An evaluation of ridge estimators. Rand Corporation, P-716-PR, 1–28.
Schaeffer R. L. (1986) Alternative estimators in logistic regression when the data is collinear. Journal of Statistical Computation and Simulation 25: 75–91