39 citations · 43 across the 3 of their papers we have counts for
5 papers · 1 filter
Results on standard estimators in the Cox model
Cécile Durot, Eni Musta
We consider the Cox regression model and prove some properties of the maximum partial likelihood estimator and of the the Breslow estimator . The asymptotic properti…
On the -error of the Grenander-type estimator in the Cox model
Cécile Durot, Eni Musta
We consider the Cox regression model and study the asymptotic global behavior of the Grenander-type estimator for a monotone baseline hazard function. This model is not included in…
Removing the Curse of Superefficiency: an Effective Strategy For Distributed Computing in Isotonic Regression
Moulinath Banerjee, Cecile Durot
We propose a strategy for computing the isotonic least-squares estimate of a monotone function in a general regression setting where the data are distributed across different serve…
Estimating the joint distribution of independent categorical variables via model selection
C. Durot, E. Lebarbier, A. -S. Tocquet
Assume one observes independent categorical variables or, equivalently, one observes the corresponding multinomial variables. Estimating the distribution of the observed sequence a…
On the -error of monotonicity constrained estimators
Cécile Durot
We aim at estimating a function , subject to the constraint that it is decreasing (or increasing). We provide a unified approach for studying the $\mathbb {…