BayesSpec swMATH ID: 38471 Software Authors: Rosen, O., Wood, S., Stoffer, D. Description: R package BayesSpec: Bayesian Spectral Analysis Techniques. An implementation of methods for spectral analysis using the Bayesian framework. It includes functions for modelling spectrum as well as appropriate plotting and output estimates. There is segmentation capability with RJ MCMC (Reversible Jump Markov Chain Monte Carlo). The package takes these methods predominantly from the 2012 paper ”AdaptSPEC: Adaptive Spectral Estimation for Nonstationary Time Series” <doi:10.1080/01621459.2012.716340>. Homepage: https://cran.r-project.org/web/packages/BayesSpec/index.html Source Code: https://github.com/cran/BayesSpec Dependencies: R Related Software: astsa; BayesDA; beyondWhittle; gss; R; bsplinePsd; PRMLT; sapa; spatial; bsamGP; TMSEEG; SemiCompRisks; GitHub; fda (R); Label.switching; tsbridge; cts; DPpackage; quantspec; S-PLUS Cited in: 19 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year AdaptSPEC: Adaptive spectral estimation for nonstationary time series. Zbl 1258.62093Rosen, Ori; Wood, Sally; Stoffer, David S. 2012 all top 5 Cited by 39 Authors 5 Zhang, Shibin 3 Krafty, Robert Todd 3 Rosen, Ori 2 Fiecas, Mark 2 Hadj-Amar, Beniamino 2 Huckstepp, Robert 2 Li, Zeda 2 Meyer, Renate 1 Bertolacci, Michael 1 Bruce, Scott A. 1 Buysse, Daniel J. 1 Christensen, Nelson L. 1 Cripps, Edward 1 Cripps, Sally 1 DiStefano, Charlotte 1 Edwards, Matthew C. 1 Ferrarelli, Fabio 1 Finkenstädt, Bärbel F. 1 Frohlich, Joel 1 Hall, Martica H. 1 James, Nick 1 Jeste, Shafali 1 Karmakar, Sayar 1 Lee, Kyu Ha 1 Lévi, Francis 1 Li, Qian 1 Li, Yi 1 Maturana Russel, Patricio 1 Menzies, Max 1 Olea, Ricardo A. 1 Palma, Wilfredo 1 Rand, Bärbel Finkenstädt 1 Roy, Arkaprava 1 Şentürk, Damla 1 Seo, Sumi 1 Stoffer, David S. 1 Sugar, Catherine A. 1 Telesca, Donatello 1 Vicuña, M. Ignacia all top 5 Cited in 10 Serials 4 Journal of the American Statistical Association 4 Computational Statistics and Data Analysis 2 Computational Statistics 2 Journal of Computational and Graphical Statistics 2 Statistics and Computing 1 Biometrics 1 Journal of Statistical Planning and Inference 1 Journal of Statistical Computation and Simulation 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics all top 5 Cited in 7 Fields 19 Statistics (62-XX) 3 Numerical analysis (65-XX) 2 Biology and other natural sciences (92-XX) 1 Probability theory and stochastic processes (60-XX) 1 Computer science (68-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year