Restricted Regression Quantiles
نویسندگان
چکیده
منابع مشابه
Regression Quantiles
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متن کامل@bullet Regression Quantiles in Nonparahetric Regression @bullet Regression Quantiles in Nonparametric Regression
In a nonparametric setup involving stochastic regressors. regression quantiles relate to the so called conditional quantile functions. Various asymptotic properties of such conditional quantile processes are studied with due emphasis on the underlying design aspects.
متن کاملCensored Regression Quantiles
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متن کاملQuantity quantiles linear regression
We show that the definition of the θth sample quantile as the solution to a minimization problem introduced by Koenker and Basset [1978] can be easily extended to obtain an analogous definition for the θth sample quantity quantile instead of the usual one. By means of this definition we introduce a linear regression model for quantity quantiles and analyze some properties of the residuals. In s...
متن کاملConndence Intervals for Regression Quantiles
Several methods to construct conndence intervals for regression quan-tile estimators (Koenker and Bassett (1978)) are reviewed. Direct estimation of the asymptotic covariance matrix requires an estimate of the reciprocal of the error density (sparsity function) at the quantile of interest; some recent work on bandwidth selection for this problem will be discussed. Several versions of the bootst...
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ژورنال
عنوان ژورنال: Journal of Multivariate Analysis
سال: 2000
ISSN: 0047-259X
DOI: 10.1006/jmva.1999.1849