Three contributions to robust regression diagnostics

Čížek P. (2011): Semiparametrically weighted robust estimation of regression models. Computational Statistics & Data Analysis55, 774 – 788.10.1016/j.csda.2010.06.024Search in Google Scholar

Durbin J., Watson G.S. (1950): Testing for serial correlation in least squares regression I. Biometrika37, 409 – 428.Search in Google Scholar

Greene W.H. (2011): Econometric analysis. Prentice Hall, Upper Saddle River.Search in Google Scholar

Huber P.J., Ronchetti E.M. (2009): Robust statistics. 2nd end. Wiley, New York.10.1002/9780470434697Search in Google Scholar

Jurečková J., Sen P.K. (1996): Robust statistical procedures: Asymptotics and interrelations. Wiley, New York.Search in Google Scholar

Kalina J. (2011): Some diagnostic tools in robust econometrics. Acta Universitatis Palackianae Olomucensis, Facultas Rerum Naturalium, Mathematica50, 55 – 67.Search in Google Scholar

Kalina J. (2012): Implicitly weighted methods in robust image analysis. Journal of Mathematical Imaging and Vision44, 449 – 462.10.1007/s10851-012-0337-zSearch in Google Scholar

Kalina J., Vlčková (2014): Highly robust estimation of the autocorrelation coefficient. In Löster T., Pavelka T. (Eds.): The 8th International Days of Statistics and Economics (MSED 2014), Melandrium, Slaný, pp. 588 – 597. 10 – 18.Search in Google Scholar

Kalina J., Rensová D. (2015): How to reduce dimensionality of data: Robustness point of view. Serbian Journal of Management10, 131 – 140.10.5937/sjm10-6531Search in Google Scholar

Koenker R. (2005): Quantile regression. Cambridge University Press, Cambridge.10.1017/CBO9780511754098Search in Google Scholar

Murakami H. (2014): Power comparison of multivariate Wilcoxon-type tests based on the Jurečková–Kalina’s ranks of distances. Communications in Statistics Simulation and Computation44, 2176 – 2194.Search in Google Scholar

Rousseeuw P.J., Leroy A.M. (1987): Robust regression and outlier detection. Wiley, New York.10.1002/0471725382Search in Google Scholar

Víšek J.Á. (2004): Durbin-Watson statistics in robust regression. Probability and Mathematical Statistics23, 435 – 483.Search in Google Scholar

Víšek J.Á. (2006): Instrumental weighted variables. Austrian Journal of Statistics35, 379 – 387.Search in Google Scholar

Víšek J.Á. (2011): Consistency of the least weighted squares under heteroscedasticity. Kybernetika47, 179 – 206.Search in Google Scholar