References
- Gujarati DN. Basic econometrics. Tata McGraw-Hill Education, New Delhi; 2009.
- Hoerl AE, Kennard RW. Ridge regression: applications to nonorthogonal problems. Technometrics. 1970;12(1):69–82.
- Kibria BMG. Performance of some new ridge regression estimators. Commun Stat Simul Comput. 2003;32(2):419–435. doi:10.1081/SAC-120017499
- Khalaf G, Shukur G. Choosing ridge parameter for regression problems. Commun Stat Theory Methods. 2005;34:1177–1182.
- Alkhamisi M, Khalaf G, Shukur G. Some modifications for choosing ridge parameters. Commun Stat Theory Methods. 2006;35(11):2005–2020. doi:10.1080/03610920600762905
- Shukur G, Alkhamisi MA, Shukur G. A Monte Carlo study of recent ridge parameters. Commun Stat Simul Comput. 2007;36(3):535–547. doi:10.1080/03610910701208619
- Muniz G, Kibria BMG. On some ridge regression estimators: an empirical comparisons. Commun Stat Simul Comput. 2009;38(3):621–630.
- Månsson K, Shukur G, Kibria BMG. A simulation study of some ridge regression estimators under different distributional assumptions. Commun Stat Simul Comput. 2010;39(8):1639–1670. doi:10.1080/03610918.2010.508862
- Månsson K, Shukur G. On ridge parameters in logistic regression. Commun Stat Theory Methods. 2011;40(18):3366–3381. doi:10.1080/03610926.2010.500111
- Dorugade AV. New ridge parameters for ridge regression. J Assoc Arab Univ Basic Appl Sci. 2014;15:94–99.
- Kibria BMG, Banik S. Some ridge regression estimators and their performances. J Mod Appl Stat Methods. 2016;15(1):206–238. doi:10.22237/jmasm/1462075860
- Perez-Melo S, Kibria B. On some test statistics for testing the regression coefficients in presence of multicollinearity: a simulation study. Stats. 2020;3(1):40–55. doi:10.3390/stats3010005
- Suhail M, Chand S, Aslam M. New quantile based ridge M-estimator for linear regression models with multicollinearity and outliers. Commun Stat Simul Comput. 2023;52:1417–1434.
- Kibria BMG. More than hundred (100) estimators for estimating the shrinkage parameter in a linear and generalized linear ridge regression models. J Econom Stat. 2022;2(2):233–252. doi:10.47509/JES.2022.v02i02.06
- Silvapulle MJ. Robust ridge regression based on an M-estimator. Aust J Stat. 1991;33(3):319–333. doi:10.1111/J.1467-842X.1991.TB00438.X
- Hoerl AE, Kannard RW, Baldwin KF. Ridge regression: some simulations. Commun Stat Theory Methods. 1975;4(2):105–123.
- Lawless JF, Wang P. A simulation study of ridge and other regression estimators. Commun Stat Theory Methods. 1976;5(4):307–323. doi:10.1080/03610927608827353
- Ertaş H. A modified ridge m-estimator for linear regression model with multicollinearity and outliers. Commun Stat Simul Comput. 2018;47(4):1240–1250. doi:10.1080/03610918.2017.1310231
- Suhail M, Chand S, Kibria BMG. Quantile-based robust ridge m-estimator for linear regression model in presence of multicollinearity and outliers. Commun Stat Simul Comput. 2021;50(11):3194–3206. doi:10.1080/03610918.2019.1621339
- Majid A, Amin M, Aslam M, et al. New robust ridge estimators for the linear regression model with outliers. Commun Stat Simul Comput. 2021;0(0):1–22. doi:10.1080/03610918.2021.1966467
- McDonald GC, Galarneau DI. A Monte Carlo evaluation of some ridge-type estimators. J Am Stat Assoc. 1975;70(350):407–416.
- Hoerl AE, Kennard RW. Ridge regression: biased estimation for nonorthogonal problems. Technometrics. 1970;12(1):55–67.
- Hampel F, Ronchetti E, Rousseeuw P, et al. Robust statistics. J. Wiley& Sons; 1986.
- Huber PJ. Robust statistics. Hoboken (NJ): John Wiley & Sons; 1981.
- Khalaf G, Månsson K, Shukur G. Modified ridge regression estimators. Commun Stat Theory Methods. 2013;42(8):1476–1487.
- Liu K. Using Liu-type estimator to combat collinearity. Commun Stat Theory Methods. 2003;32(5):1009–1020. doi:10.1081/STA-120019959
- Newhouse J, Oman S. An evaluation of ridge estimators. Rand Corporation, Santa Monica, California; 1971.
- Gibbons DG. A simulation study of some ridge estimators. J Am Stat Assoc. 1981;76(373):131–139. doi:10.1080/01621459.1981.10477619
- Myers RH. Classical and modern regression with applications. 1990. http://llrc.mcast.edu.mt/digitalversion/Table_of_Contents_127495.pdf