63 citations · 202 across the 16 of their papers we have counts for
3 papers · 2 filters
Adaptive greedy algorithm for moderately large dimensions in kernel conditional density estimation
Minh-Lien Jeanne Nguyen, Claire Lacour, Vincent Rivoirard
This paper studies the estimation of the conditional density f (x, ) of Y i given X i = x, from the observation of an i.i.d. sample (X i , Y i) R d , i = 1,. .. , n.…
Three rates of convergence or separation via U-statistics in a dependent framework
Quentin Duchemin, Yohann De Castro, Claire Lacour
Despite the ubiquity of U-statistics in modern Probability and Statistics, their non-asymptotic analysis in a dependent framework may have been overlooked. In a recent work, a new…
Semiparametric inference for mixtures of circular data
Claire Lacour, Thanh Mai Pham Ngoc
We consider X 1 ,. .. , X n a sample of data on the circle S 1 , whose distribution is a twocomponent mixture. Denoting R and Q two rotations on S 1 , the density of the X i 's is…