Article

Genetic algorithm with a Bayesian approach for the detection of multiple points of change of time series of counting exceedances of specific thresholds.

2023-02-13

Abstract excerpt

Although the applications of Non-Homogeneous Poisson Processes to model and study the threshold overshoots of interest in different time series of measurements have proven to provide good results, they needed to be complemented with an efficient and automatic diagnostic technique to establish the location of the change-points, which, when taken into account, make the estimated model fit poorly in regards of the in...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 5d07a0b6-dd68-5650-80e7-63cd630979c1
DOI: 10.21203/rs.3.rs-2566481/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Genetic algorithm with a Bayesian approach for the detection of multiple points of change of time series of counting exceedances of specific thresholds.DOI 10.21203/rs.3.rs-2566481/v1Read

Structural time series analysis of extremesSemantic proximity Read

Flood Frequency Analysis Using the Bivariate Logistic Model with Non-Stationary Gumbel and GEV MarginalsSemantic proximity Read

A sensitivity analysis to determine the robustness of STRmix™ with respect to laboratory calibration.Semantic proximity Read

A Protocol for Creating and Modifying the Outlier Detection System's General FrameworkSemantic proximity Read

Model for fitting longitudinal traits subject to threshold response applied to genetic evaluation for heat tolerance.Semantic proximity Read

Binomial-discrete Erlang-truncated exponential mixture and its application in Cancer DiseaseSemantic proximity Read

Patient Recruitment Forecasting in Clinical Trials Using Time-Dependent Poisson-Gamma Model and Homogeneity Testing CriteriaSemantic proximity Read

An extended w-test for outlier diagnostics in linear modelsSemantic proximity Read

Description of a detection model for oestrus and diseases in dairy cattle based on time series analysis combined with a Kalman filterSemantic proximity Read

Maximum Likelihood based comparison of the specific growth rates for P. aeruginosa and four mutator strains.Semantic proximity Read

Tuning Genetic Algorithm Parameters to Improve Convergence TimeSemantic proximity Read

Intervention analysis for integer-valued autoregressive modelsSemantic proximity Read