An adaptive scheduling scheme for calculating Bayes factors with thermodynamic integration using Simpson’s rule

By Sabine Hug, Michael Schwarzfischer, Jan Hasenauer, Carsten Marr, Fabian J Theis. 2015

20 citations recorded by the source corpus.

Subfields: Management Science and Operations Research, Statistics and Probability

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Management Science and Operations Research

1. Chris J. Oates
2. Nicolas Chopin
3. Mark A. Girolami
4. Theodore Papamarkou

In Statistics and Probability

1. Chris J. Oates
2. Mark A. Girolami
3. Nicolas Chopin
4. Qiang Liu
5. Michael Betancourt
6. Dilin Wang
7. Lester W. Mackey
8. Jackson Gorham

Citations in the corpus

• Control functionals for Monte Carlo integration (2014, positive): “s recommend thermodynamic integration (TI) as one of the best-performing approaches to the estimation of normalising constants in complex models (Vyshemirsky and Girolami, 2008; Friel and Wyse, 2012; Hug et al., 2015). The 16 0 0.02 0.04 0.06 0.08 0 0.02 0.04 0.06 0.08 Std[Control Functionals] Std[A”