15 citations · 15 across the 2 of their papers we have counts for
3 papers
Species distribution modelling with spatio-temporal nearest neighbour Gaussian processes
Ethan Lawler, Chris Field, Joanna Mills Flemming
1.) Spatio-temporal datasets that are difficult to analyze are common in ecological surveys. There are software packages available to analyze these datasets, but many of them requi…
Robust Estimation for Discrete-Time State Space Models
William H. Aeberhard, Eva Cantoni, Chris Field +3
State space models (SSMs) are now ubiquitous in many fields and increasingly complicated with observed and unobserved variables often interacting in non-linear fashions. The crucia…
The conditionally autoregressive hidden Markov model (CarHMM): Inferring behavioural states from animal tracking data exhibiting conditional autocorrelation
Ethan Lawler, Kim Whoriskey, William H. Aeberhard +2
One of the central interests of animal movement ecology is relating movement characteristics to behavioural characteristics. The traditional discrete-time statistical tool for infe…