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Journal of Applied Statistics Volume 32, 2005 - Issue 10
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Original Articles

A Bayesian analysis of directional data using the projected normal distribution

Gabriel Nuñez-Antonio Autonomous Technological Institute of MexicoCorrespondence[email protected]
&
Eduardo Gutiérrez-Peña Autonomous National University of Mexico
Pages 995-1001 | Published online: 20 Aug 2006

Citations (23)

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Read on this site (5)

Emiliano Geneyro & Gabriel Núñez-Antonio. (2022) A Bayesian nonparametric model for bounded directional data on the positive orthant of the unit sphere. Journal of Applied Statistics 0:0, pages 1-19.
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Luis Nieto-Barajas & Gabriel Núñez-Antonio. (2021) Projected Pólya Tree. Journal of Computational and Graphical Statistics 30:4, pages 1197-1208.
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Gabriel Núñez-Antonio & Emiliano Geneyro. (2021) A multivariate projected Gamma model for directional data. Communications in Statistics - Simulation and Computation 50:9, pages 2721-2742.
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Juan José Fernández-Durán & María Mercedes Gregorio-Domínguez. (2016) Bayesian analysis of circular distributions based on non-negative trigonometric sums. Journal of Statistical Computation and Simulation 86:16, pages 3175-3187.
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Fangpo Wang & Alan E. Gelfand. (2014) Modeling Space and Space-Time Directional Data Using Projected Gaussian Processes. Journal of the American Statistical Association 109:508, pages 1565-1580.
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Articles from other publishers (18)

Toshihiro Abe, Yoichi Miyata & Takayuki Shiohama. (2023) Bayesian estimation for mode and anti-mode preserving circular distributions. Econometrics and Statistics 27, pages 136-160.
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Matthew Heiner, Matthew J. Heaton, Benjamin Abbott, Philip White, Camille Minaudo & Rémi Dupas. (2022) Model-Based Clustering of Trends and Cycles of Nitrate Concentrations in Rivers Across France. Journal of Agricultural, Biological and Environmental Statistics 28:1, pages 74-98.
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Ali Esmaieeli SikaroudiChiwoo Park. (2019) A mixture of linear-linear regression models for a linear-circular regression. Statistical Modelling 21:3, pages 220-243.
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Jolien Cremers, Helena J. M. Pennings, Tim Mainhard & Irene Klugkist. (2019) Circular Modelling of Circumplex Measurements for Interpersonal Behavior. Assessment 28:2, pages 585-600.
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Arthur Pewsey & Eduardo García-Portugués. (2021) Recent advances in directional statistics. TEST 30:1, pages 1-58.
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Carlos E. Rodríguez, Gabriel Núñez-Antonio & Gabriel Escarela. (2020) A Bayesian mixture model for clustering circular data. Computational Statistics & Data Analysis 143, pages 106842.
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Christophe AbrahamRémi ServienNicolas Molinari. (2018) A clustering Bayesian approach for multivariate non-ordered circular data. Statistical Modelling 19:6, pages 595-616.
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Gabriel Núñez-Antonio, Manuel Mendoza, Alberto Contreras-Cristán, Eduardo Gutiérrez-Peña & Eduardo Mendoza. (2018) Bayesian nonparametric inference for the overlap of daily animal activity patterns. Environmental and Ecological Statistics 25:4, pages 471-494.
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Hengtong Zhang, Yaliang Li, Fenglong Ma, Jing Gao & Lu Su. (2018) TextTruth. TextTruth.
Daniel Hernandez-Stumpfhauser, F. Jay Breidt & Mark J. van der Woerd. (2017) The General Projected Normal Distribution of Arbitrary Dimension: Modeling and Bayesian Inference. Bayesian Analysis 12:1.
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Gianluca Mastrantonio, Alan E. Gelfand & Giovanna Jona Lasinio. (2015) The wrapped skew Gaussian process for analyzing spatio-temporal data. Stochastic Environmental Research and Risk Assessment 30:8, pages 2231-2242.
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Daniel Hernandez-StumpfhauserF. Jay BreidtJean D. Opsomer. (2016) Hierarchical Bayesian small area estimation for circular data. Canadian Journal of Statistics 44:4, pages 416-430.
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Daniel Hernandez-Stumpfhauser, F. Jay Breidt & Jean D. Opsomer. (2016) Variational Approximations for Selecting Hierarchical Models of Circular Data in a Small Area Estimation Application. Statistics in Transition New Series 17:1, pages 91-104.
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Gabriel Nuñez-Antonio, María Concepción Ausín & Michael P. Wiper. (2014) Bayesian Nonparametric Models of Circular Variables Based on Dirichlet Process Mixtures of Normal Distributions. Journal of Agricultural, Biological, and Environmental Statistics 20:1, pages 47-64.
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Gabriel Nuñez-Antonio & Eduardo Gutiérrez-Peña. (2014) A Bayesian model for longitudinal circular data based on the projected normal distribution. Computational Statistics & Data Analysis 71, pages 506-519.
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Fangpo Wang & Alan E. Gelfand. (2013) Directional data analysis under the general projected normal distribution. Statistical Methodology 10:1, pages 113-127.
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Gabriel Nuñez-Antonio, Eduardo Gutiérrez-Peña & Gabriel Escarela. (2011) A Bayesian regression model for circular data based on the projected normal distribution. Statistical Modelling 11:3, pages 185-201.
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Brett Presnell & Pavlina Rumcheva. (2008) The mean resultant length of the spherically projected normal distribution. Statistics & Probability Letters 78:5, pages 557-563.
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