Kernel Gradient of Density of Probability Estimate From Contaminated Associated Observations

K. Djeddour, S. Meddahi


We consider the estimation of gradient of density function of positive associated random process $(X_{i})_{i}$ from noisy observations. We establish asymptotic expressions for the variance of the gradient of estimator of density of probability. We consider the case of algebraic decay of the tail of the noise characteristic function of ${\epsilon }_{i}$.

Full Text:




  • There are currently no refbacks.

International Journal of Statistics and Probability   ISSN 1927-7032(Print)   ISSN 1927-7040(Online)

Copyright © Canadian Center of Science and Education

To make sure that you can receive messages from us, please add the '' domain to your e-mail 'safe list'. If you do not receive e-mail in your 'inbox', check your 'bulk mail' or 'junk mail' folders.