| Description |
1 online resource (xvii, 698 pages) : illustrations |
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text txt rdacontent |
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computer c rdamedia |
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online resource cr rdacarrier |
| Series |
Handbook of statistics ; v. 15 |
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Handbook of statistics (Amsterdam, Netherlands) ; v. 15.
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| Bibliography |
Includes bibliographical references and index. |
| 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. Jurková 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. Viek -- Finite sample robustness of tests : an overview / T. Kariya and P. Kim -- Future directions / G.S. Maddala and C.R. Rao. |
| Note |
Print version record. |
| Terms Of Use |
Current copyright fee: GBP32.84 5\1. Uk |
| Subject |
Mathematical statistics.
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Probabilities.
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Robust statistics.
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Probability |
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Statistiques robustes.
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Probabilités.
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probability.
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Robust statistics
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Mathematical statistics
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Probabilities
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Statistische Schlussweise
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Robuste Statistik
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Statistiek.
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Robuustheid.
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Robustness (mathematics)
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Statistical analysis.
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Inference.
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Statistiques robustes.
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Probabilités.
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Statistique mathématique.
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| Genre/Form |
Aufsatzsammlung.
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Aufsatzsammlung. (DE-588)4143413-4.
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| Added Author |
Rao, C. Radhakrishna (Calyampudi Radhakrishna), 1920-2023, editor.
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Maddala, G. S., editor.
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| Other Form: |
Print version: Robust inference. Amsterdam ; Oxford : Elsevier, 1997 0444821724 (OCoLC)41156813 |
| ISBN |
9780444821720 (electronic bk.) |
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0444821724 (electronic bk.) |
| Standard No. |
DEBSZ 40533933X |
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GBVCP 825903491 |
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