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On nonparametric inference for $P(Xor paired variables
nonparametric inference $P(X paired variables
2012/11/22
We propose a class of nonparametric point estimators for $\theta=P(Xor the case where $(X,Y)$ are paired, possibly dependent, continuous random variables. We make use of the pairing structure fo...
Identification and well-posedness in nonparametric models with independence conditions
Identification well-posedness nonparametric models independence conditions
2012/11/22
This paper provides a nonparametric analysis for several classes of models, with cases such as classical measurement error, regression with errors in variables, factor models and other models that may...
Restricting exchangeable nonparametric distributions
Restricting exchangeable nonparametric distributions
2012/11/22
Distributions over exchangeable matrices with infinitely many columns, such as the Indian buffet process, are useful in constructing nonparametric latent variable models. However, the distribution imp...