Discriminatory Analysis. Nonparametric Discrimination: Consistency Properties
نویسندگان
چکیده
منابع مشابه
Nonparametric estimation and consistency for renewal processes
In reliability or medical studies, we may only observe each ongoing renewal process for a certain period of time. When the underlying distribution F is arithmetic, Vardi (Ann. Statist. 10 (1982b), 772-785) developed the RT algorithm for nonparametric estimation. In this paper we extend the study to the nonarithmetic case and show that the choice of an arbitrary constant in the RT algorithm can ...
متن کاملUniversal consistency of kernel nonparametric M-estimators
We prove that in the case of independent and identically distributed random vectors (Xi, Yi) a class of kernel type M-estimators is universally and strongly consistent for conditional M-functionals. The term universal means that the strong consistency holds for all joint probability distributions of (X, Y ). The conditional M-functional minimizes (2.2) for almost every x. In the case M(y) = |y|...
متن کاملConsistency of Bayesian nonparametric Hidden Markov Models
We are interested in Bayesian nonparametric Hidden Markov Models. More precisely, we are going to prove the consistency of these models under appropriate conditions on the prior distribution and when the number of states of the Markov Chain is finite and known. Our approach is based on exponential forgetting and usual Bayesian consistency techniques.
متن کاملA Nonparametric Regression Spectrum : Estimation, Asymptotic Properties and Data Analysis
Classical spectral analysis in statistics considers decomposition of stationary time series into sinusoidal components. The autocovariance and the spectrum are fundamental elements for analyzing a given time series both in time and frequency domain. However, in practice one frequently observes nonstationary time series. In order to apply spectral analysis to these processes, an extension of the...
متن کاملDiscriminatory Consequences of Non-Discriminatory Standards
This paper shows that environmental, labour and other standards can be effective strategic policy instruments even when they are strictly non-discriminatory. This is because standards can be set which the foreign producer optimally chooses not to meet, allowing the domestic producer to monopolize the standardized segment of the market. Thus, it is important for policy to consider how much scope...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Statistical Review / Revue Internationale de Statistique
سال: 1989
ISSN: 0306-7734
DOI: 10.2307/1403797