Özet:

The purpose of this note is to introduce and investigate the nonparametric estimation of the conditional mode using wavelet methods. We propose a new linear wavelet estimator for this problem. The estimator is constructed by combining a specific ratio technique and an established wavelet estimation method. We obtain rates of almost sure convergence over compact subsets of R d . A general estimator beyond the wavelet methodology is also proposed, discussing adaptivity within this statistical framework.

Anahtar Kelimeler: