Putting the health in hidden Markov models: incorporating allostatic load indices into movement ecology analyses. [PDF]
Shuert CR +5 more
europepmc +1 more source
Hierarchical hidden Markov structure for dynamic correlations: the hierarchical RSDC model
Philippe Charlot, Vêlayoudom Marimoutou
openalex +1 more source
Time-delay estimation for compound point-processes using hidden Markov models
Jens Wohlers +2 more
openalex +1 more source
A hidden Markov model addressing measurement errors in the response and replicated covariates for continuous nondecreasing processes [PDF]
Lizbeth Naranjo +3 more
openalex +1 more source
A tutorial on Bayesian model averaging for exponential random graph models
Abstract The use of exponential random graph models (ERGMs) is becoming prevalent in psychology due to their ability to explain and predict the formation of edges between vertices in a network. Valid inference with ERGMs requires correctly specifying endogenous and exogenous effects as network statistics, guided by theory, to represent the network ...
Ihnwhi Heo +2 more
wiley +1 more source
Dissecting the Complexities of Learning With Infinite Hidden Markov Models
Bruijns SA +13 more
europepmc +1 more source
Pda-Bcjr Algorithm For Factorial Hidden Markov Models With Application To Mimo Equalisation
Robert J. Piechocki +3 more
openalex +2 more sources
An Introduction to Animal Movement Modeling with Hidden Markov Models using Stan for Bayesian Inference [PDF]
Vianey Leos‐Barajas, Théo Michelot
openalex +1 more source
Abstract The stationary autoregressive model forms an important base of time‐series analysis in today's psychology research. Diverse nonstationary extensions of this model are developed to capture different types of changing temporal dynamics. However, researchers do not always have a solid theoretical base to rely on for deciding a‐priori which of ...
Yong Zhang +4 more
wiley +1 more source
Detecting Changes in User Preferences using Hidden Markov Models for Sequential Recommendation Tasks [PDF]
Farzad Eskandanian, Bamshad Mobasher
openalex +1 more source

