A Study of Mexican Free-Tailed Bat Chirp Syllables: Bayesian Functional Mixed Models for Nonstationary Acoustic Time Series

DOI10.1080/01621459.2013.793118OpenAlexW2048102088WikidataQ28681398 ScholiaQ28681398MaRDI QIDQ5327281

Josue G. Martinez, Jeffrey S. Morris, Kirsten M. Bohn, Raymond J. Carroll

Publication date: 7 August 2013

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3755785

zbMATH Keywords

Bayesian analysisfunctional data analysisspectrogramnonstationary time seriesisomorphic transformationacoustic databat syllablefunctional mixed modelvariable overlap

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (8)

Functional mixed effects wavelet estimation for spectra of replicated time series ⋮ False Discovery Rates to Detect Signals from Incomplete Spatially Aggregated Data ⋮ Ultra-Fast Approximate Inference Using Variational Functional Mixed Models ⋮ Comparison and contrast of two general functional regression modelling frameworks ⋮ Ecological prediction with nonlinear multivariate time-frequency functional data models ⋮ Wavelet spectral testing: application to nonstationary circadian rhythms ⋮ Gaussian tree constraints applied to acoustic linguistic functional data ⋮ Multiscale spectral modelling for nonstationary time series within an ordered multiple-trial experiment

Cites Work

• Unnamed Item
• Automated analysis of quantitative image data using isomorphic functional mixed models, with application to proteomics data
• Time-frequency analysis -- \(G(\lambda)\)-stationary processes
• Modeling Complex Phenotypes: Generalized Linear Models Using Spectrogram Predictors of Animal Communication Signals
• Functional Mixed Effects Models
• Robust, Adaptive Functional Regression in Functional Mixed Model Framework
• Wavelet-based Functional Mixed Models
• Bayesian Analysis of Mass Spectrometry Proteomic Data Using Wavelet-Based Functional Mixed Models
• Wavelet-Based Nonparametric Modeling of Hierarchical Functions in Colon Carcinogenesis
• Nonstationary Data Analysis by Time Deformation
• Robust Classification of Functional and Quantitative Image Data Using Functional Mixed Models

This page was built for publication: A Study of Mexican Free-Tailed Bat Chirp Syllables: Bayesian Functional Mixed Models for Nonstationary Acoustic Time Series