Non‐Markovian maximum likelihood estimation of autocorrelated movement processes [PDF]
SummaryBy viewing animal movement paths as realizations of a continuous stochastic process, we introduce a rigorous likelihood method for estimating the statistical parameters of movement processes. This method makes no assumption of a hidden Markov property, places no special emphasis on the sampling rate, is insensitive to irregular sampling and data
Fleming, Christen H. +5 more
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Estimates for first exit times of non-Markovian Itô processes [PDF]
First exit times and their path-wise dependence on trajectories are studied for non-Markovian Ito processes. Estimates of distances between two exit times are obtained. In particular, it follows that first exit times of two Ito processes are close if their trajectories are close.
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Uncertainty-Aware Remaining Useful Life Prediction via Synergizing TCN-Transformer Networks and Fractional Brownian Motion. [PDF]
Geng Y, Yu T, Liu Y, Zhao J.
europepmc +1 more source
Dynamic mechanism for subtype selectivity of endocannabinoids. [PDF]
Dutta S, Zhao L, Shukla D.
europepmc +1 more source
Who needs closure? Estimating abundance with a Markovian availability model for geographically open removal sampling. [PDF]
Perry RW +5 more
europepmc +1 more source
PSMC-FAC: Automated Optimization of False-Negative Rate Corrections for Low-Coverage PSMC-Based Demographic Inference. [PDF]
Iglesias-Santos F +4 more
europepmc +1 more source
Neural barcoding representing cortical spatiotemporal dynamics based on continuous-time Markov chains. [PDF]
Culp JM +5 more
europepmc +1 more source
Bayesian inference of a spatially dependent semi-Markovian model with application to Madagascar Covid'19 data. [PDF]
Raherinirina A +3 more
europepmc +1 more source
The Challenge of Time-to-Event Analysis for Multiple Events: A Guided Tour From Time-to-First-Event to Recurrent Time-to-Event Analysis. [PDF]
Schmeller S +4 more
europepmc +1 more source
Network structure induced bias in estimates of intrinsic generation times. [PDF]
Kollepara PK, Poletto C, Miller JC.
europepmc +1 more source

