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Causal Inference Through Potential Outcomes and Principal Stratification: Application to Studies with "Censoring" Due to Death

Mathematics – Statistics Theory
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Causal inference using the algorithmic Markov condition

Mathematics – Statistics Theory
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Causality and Statistical Learning

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Central limit theorem for sequential Monte Carlo methods and its application to Bayesian inference

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Central limit theorem for the robust log-regression wavelet estimation of the memory parameter in the Gaussian semi-parametric context

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Central limit theorem of nonparametric estimate of spectral density functions of sample covariance matrices

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Central Limit Theorems for arrays of decimated linear processes

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Central limit theorems for local empirical processes near boundaries of sets

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Central limit theorems for smoothed extreme value estimates of Poisson point processes boundaries

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Central limit theorems in linear structural error-in-variables models with explanatory variables in the domain of attraction of the normal law

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Central matricvariate and matrix multivariate T distributions

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Challenging the empirical mean and empirical variance: a deviation study

Mathematics – Statistics Theory
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Change detection in INAR(p) processes against various alternative hypotheses

Mathematics – Statistics Theory
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Change point analysis of an exponential model based on Phi-divergence test-statistics: simulated critical points case

Mathematics – Statistics Theory
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Change point estimation for the telegraph process observed at discrete times

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Change-point estimation under adaptive sampling

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Change-point in stochastic design regression and the bootstrap

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Characterization of Bayes procedures for multiple endpoint problems and inadmissibility of the step-up procedure

Mathematics – Statistics Theory
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Characterization of count data distributions involving additivity and binomial subsampling

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Characterizations of joint distributions, copulas, information, dependence and decoupling, with applications to time series

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