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Journal of the American Statistical Association Volume 108, 2013 - Issue 502
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Applications and Case Studies

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

Josue G. Martinez Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, PO Box 301402, Houston, TX, 77230-1402
,
Kirsten M. Bohn School of Integrated Science, Florida International University, Miami, FL, 33199
,
Raymond J. Carroll Department of Statistics, Texas A&M University, 3143 TAMU, College Station, TX, 77843-3143
&
Jeffrey S. Morris The University of Texas MD Anderson Cancer Center, Unit 1411, PO Box 301402, Houston, TX, 77230-1402
Pages 514-526 | Received 01 Oct 2010, Published online: 01 Jul 2013

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Shuning Huo, Jeffrey S. Morris & Hongxiao Zhu. (2023) Ultra-Fast Approximate Inference Using Variational Functional Mixed Models. Journal of Computational and Graphical Statistics 32:2, pages 353-365.
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Hsin-Cheng Huang, Noel Cressie, Andrew Zammit-Mangion & Guowen Huang. (2021) False Discovery Rates to Detect Signals from Incomplete Spatially Aggregated Data. Journal of Computational and Graphical Statistics 30:4, pages 1081-1094.
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Hongxiao Zhu, Philip Caspers, Jeffrey S. Morris, Xiaowei Wu & Rolf Müller. (2018) A Unified Analysis of Structured Sonar-Terrain Data Using Bayesian Functional Mixed Models. Technometrics 60:1, pages 112-123.
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Articles from other publishers (15)

Zeda Li, Yu (Ryan) Yue & Scott A. Bruce. (2024) ANOPOW for replicated nonstationary time series in experiments. The Annals of Applied Statistics 18:1.
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Nikhil Phaniraj, Kaja Wierucka, Yvonne Zürcher & Judith M. Burkart. (2023) Who is calling? Optimizing source identification from marmoset vocalizations with hierarchical machine learning classifiers. Journal of The Royal Society Interface 20:207.
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Jonathan Embleton, Marina I. Knight & Hernando Ombao. (2022) Multiscale spectral modelling for nonstationary time series within an ordered multiple-trial experiment. The Annals of Applied Statistics 16:4.
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Jessica K. Hargreaves, Marina I. Knight, Jon W. Pitchford, Rachael J. Oakenfull, Sangeeta Chawla, Jack Munns & Seth J. Davis. (2019) Wavelet spectral testing: Application to nonstationary circadian rhythms. The Annals of Applied Statistics 13:3.
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Hongxiao Zhu, Francesco Versace, Paul M. Cinciripini, Philip Rausch & Jeffrey S. Morris. (2018) Robust and Gaussian spatial functional regression models for analysis of event-related potentials. NeuroImage 181, pages 501-512.
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Scott H. Holan & Nalini Ravishanker. (2018) Time series clustering and classification via frequency domain methods. WIREs Computational Statistics 10:6.
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Jeffrey S. Morris. (2017) Comparison and contrast of two general functional regression modelling frameworks. Statistical Modelling 17:1-2, pages 59-85.
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Nathaniel Shiers, John A.D. Aston, Jim Q. Smith & John S. Coleman. (2017) Gaussian tree constraints applied to acoustic linguistic functional data. Journal of Multivariate Analysis 154, pages 199-215.
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Wen-Hsi Yang, Scott H. Holan & Christopher K. Wikle. (2016) Bayesian Lattice Filters for Time-Varying Autoregression and Time–Frequency Analysis. Bayesian Analysis 11:4.
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Wonyul Lee & Jeffrey S. Morris. (2016) Identification of differentially methylated loci using wavelet-based functional mixed models. Bioinformatics 32:5, pages 664-672.
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Joris Chau & Rainer von Sachs. (2016) Functional mixed effects wavelet estimation for spectra of replicated time series. Electronic Journal of Statistics 10:2.
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Adam Chee Ooi Lim, Ving Ching Chong, Chiow San Wong & Sithi Vinayakam Muniandy. (2015) Sound signatures and production mechanisms of three species of pipefishes (Family: Syngnathidae). PeerJ 3, pages e1471.
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A. C. O. Lim, V. C. Chong, W. X. Chew, S. V. Muniandy, C. S. Wong & Z. C. Ong. (2015) Sound production in the tiger-tail seahorse Hippocampus comes : Insights into the sound producing mechanisms . The Journal of the Acoustical Society of America 138:1, pages 404-412.
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Jeffrey S. Morris. (2015) Functional Regression. Annual Review of Statistics and Its Application 2:1, pages 321-359.
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Wen-Hsi Yang, Christopher K. Wikle, Scott H. Holan & Mark L. Wildhaber. (2013) Ecological Prediction With Nonlinear Multivariate Time-Frequency Functional Data Models. Journal of Agricultural, Biological, and Environmental Statistics 18:3, pages 450-474.
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