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Robust inference / edited by G.S. Maddala, C.R. Rao.
- Format:
- Book
- Series:
- Handbook of statistics (Amsterdam, Netherlands) ; v. 15.
- Handbook of statistics ; v. 15
- Language:
- English
- Subjects (All):
- Probabilities.
- Mathematical statistics.
- Robust statistics.
- Physical Description:
- 1 online resource (xvii, 698 pages) : illustrations.
- Place of Publication:
- Amsterdam ; Oxford : Elsevier, 1997.
- Language Note:
- English
- Contents:
- Robust inference in multivariate linear regression using difference of two convex functions as the discrepancy measure / Z.D. Bai, C.R. Rao, and Y.H. Wu
- Minimum distance estimation : the approach using density-based distances / A. Basu, I.R. Harris, and S. Basu
- Robust inference : the approach based on influence functions / M. Markatou and E. Ronchetti
- Practical applications of bounded-influence tests / S. Heritier and M-P. Victoria-Feser
- Introduction to positive-breakdown methods / P.J. Rousseeuw
- Outlier identification and robust methods / U. Gather and C. Becker
- Rank-based analysis of linear models / T.P. Hettmansperger, J.W. McKean, and S.J. Sheather
- Rank tests for linear models / R. Koenker
- Some extensions in the robust estimation of parameters of exponential and double exponential distributions in the presence of multiple outliers / A. Childs and N. Balakrishnan
- Outliers, unit roots and robust estimation of nonstationary time series / G.S. Maddala and Y. Yin
- Autocorrelation-robust inference / P.M. Robinson and C. Velasco
- A practitioner's guide to robust covariance matrix estimation / W.J. den Haan and A. Levin
- Approaches to the robust estimation of mixed models / A.H. Welsh and A.M. Richardson
- Nonparametric maximum likelihood methods / S.R. Cosslett
- A guide to censored quantile regressions / B. Fitzenberger
- What can be learned about population parameters when the data are contaminated / J.L. Horowitz and C.F. Manski
- Asymptotic representations and interrelations of robust estimators and their applications / J. Jurčková and P.K. Sen
- Small sample asymptotics : applications in robustness / C.A. Field and M.A. Tingley
- On the fundamentals of data robustness / G. Maguluri and K. Singh
- Statistical analysis with incomplete data : a selective review / M.G. Akritas and M.P. LaValley
- Contamination level and senstivity of robust tests / J.Á. Višek
- Finite sample robustness of tests : an overview / T. Kariya and P. Kim
- Future directions / G.S. Maddala and C.R. Rao.
- Notes:
- Bibliographic Level Mode of Issuance: Monograph
- Includes bibliographies and index.
- ISBN:
- 0-444-82172-4
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