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An omnibus test of fit for Cox's proportional hazards regression model is proposed for continuous data. The vrocedure is extended to a random censorship model. Density estimation methods are used.
A process based on stratification to check the proportional hazards assumption in a general Cox's regression model is considered. The stratification is based on a nonrandom choice of strata for ind...
Test for differences between M-estimates of non-linear regression model。
The performance of Bayes' estimates is studied under an assumption of conditional exchangeability. More exactly, for each subject in a data set, let < be a vector of binary covariates and kt q be a...
The limiting behavior of M-estimates for a Iinear model when the regressors and/or errors have heavy tailed distributions is given. By hermy toil we mean that the distribution is in the domain of a...
We introduce a class of shape mixtures of skewed distributions and study some of its main properties. We discuss a Bayesian interpretation and some invariance results of the proposed class. We devel...
An asymptotic representation of Bahadur type of the difference of M-estimators &l-fl$-lv'), i-e. of the difference of mtimators of regression coefficients for the full data set and for the set from...
We derive an exact and efficient Bayesian regression algorithm for piece- wise constant functions of unknown segment number, boundary locations, and lev- els. The derivation works for any noise and ...
Scientic hypotheses of interest often involve variables that are not available in a single survey. This is a common problem for researchers working with survey data. We propose a model-based approac...
In this paper, we introduce a Bayesian extended regression model with two-stage priors when the covariate is positive and measured with error. Connections are made with some results in Arellano-Vall...
One of the perceived strengths of Bayesian modelling is the ability to include prior information. Although objective or noninformative priors might be preferred in some situations, in many other app...
A new tool for the identiSicritian of wgrmsian made1 is pro@ and its promes a r&~ & %AdT lre Irey impomce of the new tool is &at it is abk to solve still not very weU-known problem ofditremity es, ...
The distributjons of deviations of point estimators for parameters of iterest are essential in the evvaluation of the eficiency of point estimators. The bootstrap method suggested by B. Efron is on...
We establish new almost sure properties for powers of weighted martingale transbrms. It allows us to deduce usefuI asymptotic results for cumulative prediction and estimation errors associated with...

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