arXiv Open Access 2014

A note on Bayesian logistic regression for spatial exponential family Gibbs point processes

Tuomas Rajala
Lihat Sumber

Abstrak

Recently, a very attractive logistic regression inference method for exponential family Gibbs spatial point processes was introduced. We combined it with the technique of quadratic tangential variational approximation and derived a new Bayesian technique for analysing spatial point patterns. The technique is described in detail, and demonstrated on numerical examples.

Topik & Kata Kunci

Penulis (1)

T

Tuomas Rajala

Format Sitasi

Rajala, T. (2014). A note on Bayesian logistic regression for spatial exponential family Gibbs point processes. https://arxiv.org/abs/1411.0539

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2014
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓