15 citations · 15 across the 3 of their papers we have counts for
3 papers
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…
Robust Fitting for Generalized Additive Models for Location, Scale and Shape
William H. Aeberhard, Eva Cantoni, Giampiero Marra +1
The validity of estimation and smoothing parameter selection for the wide class of generalized additive models for location, scale and shape (GAMLSS) relies on the correct specific…
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…