William H. Aeberhard

most citedThe conditionally autoregressive hidden Markov model (CarHMM): Inferring behavioural states from animal tracking data exhibiting conditional autocorrelation

15 citations · 15 across the 3 of their papers we have counts for

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stat.ME2020

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…

stat.ME2019

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…