Highest density region estimation for directional data under shape conditions
D. Bolón Rodríguez, R. M. Crujeiras Casais, A. Rodríguez Casal
The estimation of the highest density regions (HDR) of a statistical population is a useful tool in several fields. Some examples are the analysis of seismic data, the localization of minefields based on aerial observations and the detection of outliers within a sample. We propose a new non-parametric HDR estimator for directional data under some assumptions about the shape of the population HDR. Specifically, our estimation technique is a hybrid method that combines information of the kernel density estimator with smoothness assumptions on the class of sets considered.
Keywords: directional data, high density region estimation, non-parametric statistics
Scheduled
Nonparametric Statistics
June 10, 2022 4:00 PM
A13
Other papers in the same session
A. Bücher, H. Dette, F. Heinrichs
L. González de la Fuente, A. Nieto Reyes, P. Terán Agraz
Latest news
-
6/8/22
Visit Alhambra
Tomorrow, Thursday, we will visit the Alhambra. 1. At 7:00 p.m., buses will start leaving from the door of the Hotel Granada Center (in front of the door of the Faculty of Sciences) 2. Upon arrival, groups with guides will be organized. 3. There will be groups in English language. These groups will wait at the destination until the arrival of all buses. 4. After the visit to the Alhambra we will walk to the Carmen de los Mártires to have a cocktail. 5. On the way back, we can go back by bus, which will leave from the same place where they left us at the Alhambra. 6. Although the way to the Alhambra by bus seems long, it really is close to the city. We invite you, whoever wishes, to go down for a pleasant walk. 7. Do not forget to take your Alhambra ticket and your identity card or passport. The document must be the same whose number matches the ticket number you have.
-
5/31/22
YouTube Channel
The menu label is already on the web from where you can see the live broadcasts: inauguration, plenary sessions, round tables,... Don't forget to enter the YouTube channel and subscribe!!!!
-
5/27/22
Gala Dinner
It opens the possibility that anyone who is registered for the conference, and wants non-registered companions to attend the gala dinner, can do so by paying the price of this dinner (80 euros VAT included). This payment must be made before June 1 (inclusive). To do this, contact with [email protected]
-
5/23/22
IMPORTANT WARNING
To access the Alhambra on the visit on Thursday 9, it is obligatory to present the identification document whose reference was sent to the organization (eurocongress)
-
5/16/22
Social Events
All social events are included with the payment of the corresponding registration.
