A tractable and interpretable four-parameter family of unimodal distributions on the circle
By Shogo Kato, M. Chris Jones. 2015
47 citations recorded by the source corpus.
Subfields: Applied Mathematics, Artificial Intelligence, Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/38a954238a5c96f7077a1ed3e72f292eadaa5067
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Applied Mathematics
In Artificial Intelligence
- Shogo Kato
- M. Chris Jones
- Christophe Ley
- Arthur Pewsey
- Toshihiro Abe
- M. Di Marzio
- A. Panzera
- Charles C. Taylor
In Statistics and Probability
- M. Chris Jones
- Shogo Kato
- Christophe Ley
- Arthur Pewsey
- Gauss Moutinho Cordeiro
- Marc G. Genton
- Adelchi Azzalini
- Artur J. Lemonte
Citations in the corpus
- New methods to assess wind resources in terms of wind speed, load, power and direction (2018, background): “Kato-Jones distribution Kato and Jones [23] suggested a 4-parameter distribution for circular data that are unimodal and possess a wide range of skewness and kurtosis.”
- On a class of circulas: copulas for circular distributions (2015, background): “Wrapped stable distributions (Pewsey 2008) and a new family of circular distributions due to Kato and Jones (2014) are amongst those with the required property; both include the wrapped Cauchy distribution, and the latter the cardioid distribution, as special cases.”
- On Families of Distributions with Shape Parameters (2015, unknown): “The family of Kato & Jones (2014) has as a subset a version of f S 1 using W M (not f S 2 because W ′ M does not satisfy (2)) and is built on the specific choice of wrapped Cauchy g .”