Nonparametric statistics and related topics : proceedings of the International Symposium on Nonparametric Statistics and Related Topics, Ottawa, Canada, 5-8 May 1991
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書誌事項
Nonparametric statistics and related topics : proceedings of the International Symposium on Nonparametric Statistics and Related Topics, Ottawa, Canada, 5-8 May 1991
North-Holland , Distributors for the U.S. and Canada, Elsevier Science Pub. Co., 1992
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内容説明・目次
内容説明
Significant developments have taken place during the last thirty years in the field of nonparametric statistics and related topics. These developments and future directions are discussed in this book. Some of the developments focussed on include: robust statistics; rank estimation; bootstrap techniques; regression quantiles; strong approximation of quantile processes; and a preliminary test approach to estimation (combining robust statistics and shrinkage estimation). This volume is dedicated to the memory of Professor Wassily Hoeffding, a pioneer in the field of nonparametric statistics.
目次
Nonparametric Statistical Inference. Comparison Change Analysis (E. Parzen). Efficiency Robust Rank Tests for the Location-Scale Problem (J.L. Gastwirth, M.J. Podgor). On Some Nonparametric Selection Procedures (S.S. Gupta, S.N. Hande). Testing for Goodness-of-Fit: A New Approach (P.J. Bickel, Y. Ritov). Score Tests for Interval-Censored Data with Applications to Carcinogenicity Experiments (B.G. Leroux, D. Krewski, L.J. Wei). An Extension of the Galton-Pearson Correlation Coefficient to the Non-Linear Case (K.A. Doksum). Robust Statistics of Directional Data: A Survey (X. He). Classes of Nonparametric Goodness-of-Fit Tests for Censored Data: Simple Hypothesis Case (M. Hollander, E.A. Pena). Nonparametric Estimation and Related Topics. Nonparametric Confidence Intervals for Generalized Quantile Parameters in Multi-Sample Contexts (R. Serfling). Continuity in Nonparametric Estimation of a Conditional Functional (A.K. Gangopadhaya, P.K. Sen). Robustness of Minimum Distance Estimation in Linear Regression Against Errors in Variables Model (H.L. Koul). Some Results for Differentiable Statistical Functionals (J. Shao). Regression Quantiles and Related Topics. A Regression Quantile Based Statistic for Testing Non-Stationarity of Errors (S. Portnoy). Quantile Smoothing Splines (R. Koenker, P. Ng). Uniform Asymptotic Linearity of Regression Rank Scores Process (J. Jure kova). Empirical Bayes and Related Topics. Empirical Bayes Minimax Estimators of Matrix Normal Means II (M. Ghosh, G. Shieh). Lower Bounds for the Risks of Equivariant Estimators of Generalized Variance (N. Sugiura). On Improvement of Least Squares Estimators in Multiple-Design Multivariate Linear Models under General Restriction (A.K.Md.E. Saleh, T. Shiraishi). Nonnegative Estimation of Variance Components in General Balanced Mixed Models (T. Mathew, B.K. Sinha, B.C. Sutradhar). Estimation of Regression Coefficients under Multicollinearity Condition (C.-P. Han, C.K. Lakshminarayan). Asymptotics and Approximations. Bootstrap Limit Theorems: A Partial Survey (J.A. Wellner). Pointwise Bahadur-Kieler-Type Theorems (II) (P. Deheuvels). Some Remarks on Gaussian Samples (V. Goodman, J. Kuelbs). Some Questions about Brownian and Random Walk Local Time (A. Fodes). Strong Approximation of a Multi-Time Parameter Poisson Process (M. Csorgo, L. Horvath). Asymptotics for Pontograms (J. Steinebach, V.R. Eastwood). Finite Population Estimation. Estimation of Distribution Function and Quantiles in the Presence of Auxiliary Information (T.K. Mak, A.Y.C. Kuk). On Estimating Distribution Functions from Sample Survey Data Using Supplementary Information at the Estimation Stage (J.N.K. Rao, J. Liu). General Statistical Inference. Sub-Model Selection and Combination for Statistical Inference (D.A.S. Fraser). Aspects of Modified Profile Likelihood (N. Reid).
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