Results 101 to 110 of about 135,519 (174)

On predictive inference for intractable models via approximate Bayesian computation. [PDF]

Stat Comput, 2023
Järvenpää M, Corander J.
europepmc   +1 more source

Model parameter estimation with imprecise information

Water Science and Technology
Model parameter estimation is a well-known inverse problem, as long as single-value point data are available as observations of system performance measurement.
Wolfgang Rauch, Nikolaus Rauch, Manfred Kleidorfer   +2 more
doaj   +1 more source

Uncertainty quantification in mechanistic epidemic models via cross-entropy approximate Bayesian computation [PDF]

Nonlinear Dyn, 2023
Cunha A, Barton DAW, Ritto TG.
europepmc   +2 more sources

Approximate Bayesian Computation for Smoothing

, 2012
We consider a method for approximate inference in hidden Markov models (HMMs). The method circumvents the need to evaluate conditional densities of observations given the hidden states. It may be considered an instance of Approximate Bayesian Computation (ABC) and it involves the introduction of auxiliary variables valued in the same space as the ...
Martin, James S., Jasra, Ajay, Singh, Sumeetpal S., Whiteley, Nick, McCoy, Emma   +4 more
openaire   +2 more sources

An Approximate Bayesian Computation Approach for Modeling Genome Rearrangements. [PDF]

Mol Biol Evol, 2022
Moshe A, Wygoda E, Ecker N, Loewenthal G, Avram O, Israeli O, Hazkani-Covo E, Pe'er I, Pupko T.   +8 more
europepmc   +1 more source

Approximate Bayesian computation design for phase I clinical trials. [PDF]

Stat Methods Med Res, 2022
Jin H, Du W, Yin G.
europepmc   +1 more source

Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation. [PDF]

IEEE/ACM Trans Comput Biol Bioinform, 2022
AKesson M, Singh P, Wrede F, Hellander A.   +3 more
europepmc   +1 more source

Microsimulation Model Calibration with Approximate Bayesian Computation in R: A Tutorial. [PDF]

Med Decis Making, 2022
Shewmaker P, Chrysanthopoulou SA, Iskandar R, Lake D, Jutkowitz E.   +4 more
europepmc   +1 more source

Approximate Bayesian computation and ecological niche models elucidate the demographic history and current fragmented population distribution of a Korean endemic shrub. [PDF]

Ecol Evol, 2023
Ong HG, Kim YI, Lee JH, Kim BY, Kang DH, Jung EK, Shin JS, Kim YD.   +7 more
europepmc   +1 more source

Inferring the interaction rules of complex systems with graph neural networks and approximate Bayesian computation. [PDF]

J R Soc Interface, 2023
Gaskell J, Campioni N, Morales JM, Husmeier D, Torney CJ.   +4 more
europepmc   +1 more source