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Robust weighted LAD regression

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  • Giloni, Avi
  • Simonoff, Jeffrey S.
  • Sengupta, Bhaskar
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    Bibliographic Info

    Article provided by Elsevier in its journal Computational Statistics & Data Analysis.

    Volume (Year): 50 (2006)
    Issue (Month): 11 (July)
    Pages: 3124-3140

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    Handle: RePEc:eee:csdana:v:50:y:2006:i:11:p:3124-3140

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    References

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    1. Rousseeuw, Peter J. & van Zomeren, Bert C., 1992. "A comparison of some quick algorithms for robust regression," Computational Statistics & Data Analysis, Elsevier, vol. 14(1), pages 107-116, June.
    2. Dielman, Terry E. & Rose, Elizabeth L., 1995. "A bootstrap approach to hypothesis testing in least absolute value regression," Computational Statistics & Data Analysis, Elsevier, vol. 20(2), pages 119-130, August.
    3. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    4. Sheather, Simon J. & McKean, Joseph W., 1987. "A comparison of testing and confidence interval methods for the median," Statistics & Probability Letters, Elsevier, vol. 6(1), pages 31-36, September.
    5. Koenker, Roger, 2000. "Galton, Edgeworth, Frisch, and prospects for quantile regression in econometrics," Journal of Econometrics, Elsevier, vol. 95(2), pages 347-374, April.
    6. William F. Sharpe, 1971. "Mean-Absolute-Deviation Characteristic Lines for Securities and Portfolios," Management Science, INFORMS, vol. 18(2), pages B1-B13, October.
    7. Dielman, Terry E. & Rose, Elizabeth L., 1996. "A note on hypothesis testing in LAV multiple regression: A small sample comparison," Computational Statistics & Data Analysis, Elsevier, vol. 21(4), pages 463-470, April.
    8. Billor, Nedret & Hadi, Ali S. & Velleman, Paul F., 2000. "BACON: blocked adaptive computationally efficient outlier nominators," Computational Statistics & Data Analysis, Elsevier, vol. 34(3), pages 279-298, September.
    9. Dielman, Terry E. & Pfaffenberger, Roger C., 1992. "A further comparison of tests of hypotheses in LAV regression," Computational Statistics & Data Analysis, Elsevier, vol. 14(3), pages 375-384, October.
    10. He, Xuming, et al, 1990. "Tail Behavior of Regression Estimators and Their Breakdown Points," Econometrica, Econometric Society, vol. 58(5), pages 1195-1214, September.
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    Cited by:
    1. Arslan, Olcay, 2012. "Weighted LAD-LASSO method for robust parameter estimation and variable selection in regression," Computational Statistics & Data Analysis, Elsevier, vol. 56(6), pages 1952-1965.
    2. Marilena Furno, 2010. "A robust test of specification based on order statistics," Computational Statistics, Springer, vol. 25(4), pages 707-723, December.
    3. Cheng, Tsung-Chi, 2012. "On simultaneously identifying outliers and heteroscedasticity without specific form," Computational Statistics & Data Analysis, Elsevier, vol. 56(7), pages 2258-2272.
    4. Neykov, N.M. & Čížek, P. & Filzmoser, P. & Neytchev, P.N., 2012. "The least trimmed quantile regression," Computational Statistics & Data Analysis, Elsevier, vol. 56(6), pages 1757-1770.
    5. Alex Coad & Jaganaddha Tamvada, 2012. "Firm growth and barriers to growth among small firms in India," Small Business Economics, Springer, vol. 39(2), pages 383-400, September.

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