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30° Simposio Internacional de estadística 2021 : big data y analítica de datos
Universidad Nacional de Colombia. Sede Bogotá. Facultad de Ciencias. Departamento de Estadística

21 al 24 de septiembre d... 000 - Ciencias de la com... información y obras gene... Regression analysis - ma... Correlation (statistics) Multivariate analysis
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Bayesian analysis of multivariate stochastic volatility with skew return distribution.
Nakajima, Jouchi
Econometric Reviews. 2017, Vol. 36 Issue 5, p546-562. 17p.

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Bayesian modelling of Dupuytren disease by using Gaussian copula graphical models.
Mohammadi, Abdolreza ; Abegaz, Fentaw ; Heuvel, Edwin ; et al.
Journal of the Royal Statistical Society: Series C (Applied Statistics). Apr2017, Vol. 66 Issue 3, p629-645. 17p.

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6

Bayesian bivariate survival analysis using the power variance function copula.
Romeo, Jose S. ; Meyer, Renate ; Gallardo, Diego I.
Lifetime Data Analysis. Apr2018, Vol. 24 Issue 2, p355-383. 29p.

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7

A hierarchical Bayesian analysis for bivariate Weibull distribution under left-censoring scheme.
Peralta, Danielle ; Oliveira, Ricardo Puziol de ; Achcar, Jorge Alberto
Journal of Applied Statistics. Jul2024, Vol. 51 Issue 9, p1772-1791. 20p.

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8

Bayesian Model Choice of Grouped t-Copula.
Luo, Xiaolin ; Shevchenko, Pavel
Methodology & Computing in Applied Probability. Dec2012, Vol. 14 Issue 4, p1097-1119. 23p.

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9

Analysis of multivariate longitudinal data using dynamic lasso-regularized copula models with application to large pediatric cardiovascular studies.
Zhang, Wei ; Wu, Colin O. ; Ma, Xiaoyang ; et al.
Journal of Applied Statistics. Mar2023, Vol. 50 Issue 3, p631-658. 28p. 3 Charts, 5 Graphs.

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10

COPAR-multivariate time series modeling using the copula autoregressive model.
Brechmann, Eike Christian ; Czado, Claudia
Applied Stochastic Models in Business & Industry. Jul2015, Vol. 31 Issue 4, p495-514. 20p.

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11

Bayesian mixed treatment comparisons meta-analysis for correlated outcomes subject to reporting bias.
Liu, Yulun ; DeSantis, Stacia M. ; Chen, Yong
Journal of the Royal Statistical Society: Series C (Applied Statistics). Jan2018, Vol. 67 Issue 1, p127-144. 18p.

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12

Birnbaum–Saunders sample selection model.
Bastos, Fernando de Souza ; Barreto-Souza, Wagner
Journal of Applied Statistics. Sep2021, Vol. 48 Issue 11, p1896-1916. 21p. 10 Charts, 1 Graph.

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13

Statistical evidence in psychological networks.
Huth KBS ; Haslbeck JMB ; Keetelaar S ; et al.
Publisher: Springer Nature Publishing Country of Publication: England NLM ID: 101697750 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2397-3374 (Electronic) Linking ISSN: 23973374 NLM ISO Abbreviation: Nat Hum Behav Subsets: MEDLINE

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14

Learning Bayesian Networks: A Copula Approach for Mixed-Type Data.
Castelletti F
Publisher: Cambridge University Press Country of Publication: United States NLM ID: 0376503 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1860-0980 (Electronic) Linking ISSN: 00333123 NLM ISO Abbreviation: Psychometrika Subsets: MEDLINE

Humans Computer Simulation Models, Statistical Algorithms Mental Health Bayes Theorem
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15

Bayesian Inference for the One-Factor Copula Model.
Tan, Ban Kheng ; Panagiotelis, Anastasios ; Athanasopoulos, George
Journal of Computational & Graphical Statistics. Jan-Mar2019, Vol. 28 Issue 1, p155-173. 19p.

COPULA functions MARKOV chain Monte Carlo MONTE Carlo method
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16

Multivariate covariance generalized linear models.
Bonat, Wagner Hugo ; Jørgensen, Bent
Journal of the Royal Statistical Society: Series C (Applied Statistics). Nov2016, Vol. 65 Issue 5, p649-675. 27p.

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17

A Bayesian network to analyse basketball players' performances: a multivariate copula-based approach.
D'Urso, Pierpalo ; De Giovanni, Livia ; Vitale, Vincenzina
Annals of Operations Research. Jun2023, Vol. 325 Issue 1, p419-440. 22p.

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DOD-Combo: Bayesian dose finding design in combination trials with meta-analytic-predictive prior.
Chen, Kai ; Zhao, Yunqi ; Liu, Meizi ; et al.
Journal of Biopharmaceutical Statistics. 2026, Vol. 36 Issue 1, p3-20. 18p.

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Mechanistic modeling of social conditions in disease-prediction simulations via copulas and probabilistic graphical models: HIV case study.
Khosheghbal, Amir ; Haas, Peter J. ; Gopalappa, Chaitra
Health Care Management Science. Mar2025, Vol. 28 Issue 1, p28-49. 22p.

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20

A class of generalized autoregressive score panel stochastic frontier models.
Tran, Kien C. ; Michaelides, Panayotis G.
Journal of Productivity Analysis. Dec2025, Vol. 64 Issue 3, p235-253. 19p.

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