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1

Bayesian Inference for Skew-normal Linear Mixed Models

Arellano-Valle, R.B., Bolfarine, H., Lachos, V.H.

Journal:

Journal of Applied Statistics

Year:

2007

Language:

english

File:

PDF, 1.04 MB

english, 2007

2

On fundamental skew distributions

Reinaldo B. Arellano-Valle, Marc G. Genton

Journal:

Journal of Multivariate Analysis

Year:

2005

Language:

english

File:

PDF, 324 KB

english, 2005

3

Scale and shape mixtures of multivariate skew-normal distributions

Arellano-Valle, Reinaldo B., Ferreira, Clécio S., Genton, Marc G.

Journal:

Journal of Multivariate Analysis

Year:

2018

Language:

english

File:

PDF, 721 KB

english, 2018

4

A unified view on skewed distributions arising from selections

Reinaldo B. Arellano-Valle, Máaarcia D. Branco, Marc G. Genton

Journal:

Canadian Journal of Statistics

Year:

2006

Language:

english

File:

PDF, 1.41 MB

english, 2006

5

Statistical inference for a general class of asymmetric distributions

Reinaldo B. Arellano-Valle, Héctor W. Gómez, Fernando A. Quintana

Journal:

Journal of Statistical Planning and Inference

Year:

2005

Language:

english

File:

PDF, 322 KB

english, 2005

6

An Extension of the Epsilon-Skew-Normal Distribution

Arellano-Valle, Reinaldo B., Cortés, Milton A., Gómez, Héctor W.

Journal:

Communication in Statistics- Theory and Methods

Year:

2010

Language:

english

File:

PDF, 222 KB

english, 2010

7

Likelihood-Based Inference for Multivariate Skew-Normal Regression Models

Lachos, Víctor H., Bolfarine, Heleno, Arellano-Valle, Reinaldo B., Montenegro, Lourdes C.

Journal:

Communication in Statistics- Theory and Methods

Year:

2007

Language:

english

File:

PDF, 212 KB

english, 2007

8

Kullback–Leibler Divergence Measure for Multivariate Skew-Normal Distributions

Contreras-Reyes, Javier E., Arellano-Valle, Reinaldo B.

Journal:

Year:

2012

Language:

english

File:

PDF, 1.03 MB

english, 2012

9

Estimation and diagnostic analysis in skew-generalized-normal regression models

Ferreira, Clécio S., Arellano-Valle, Reinaldo B.

Journal:

Journal of Statistical Computation and Simulation

Year:

2018

Language:

english

File:

PDF, 1.95 MB

english, 2018

10

Robust finite mixture modeling of multivariate unrestricted skew-normal generalized hyperbolic distributions

Maleki, Mohsen, Wraith, Darren, Arellano-Valle, Reinaldo B.

Journal:

Statistics and Computing

Year:

2018

Language:

english

File:

PDF, 967 KB

english, 2018

11

On some characterizations of the t-distribution

Reinaldo B. Arellano-Valle, Heleno Bolfarine

Journal:

Statistics & Probability Letters

Year:

1995

Language:

english

File:

PDF, 423 KB

english, 1995

12

Definition and probabilistic properties of skew-distributions

R.B. Arellano-Valle, G. del Pino, E. San Martı́n

Journal:

Statistics & Probability Letters

Year:

2002

Language:

english

File:

PDF, 137 KB

english, 2002

13

Shape mixtures of multivariate skew-normal distributions

Reinaldo B. Arellano-Valle, Marc G. Genton, Rosangela H. Loschi

Journal:

Journal of Multivariate Analysis

Year:

2009

Language:

english

File:

PDF, 914 KB

english, 2009

14

Maximum penalized likelihood estimation for skew-normal and skew-t distributions

Adelchi Azzalini, Reinaldo B. Arellano-Valle

Journal:

Journal of Statistical Planning and Inference

Year:

2013

Language:

english

File:

PDF, 487 KB

english, 2013

15

Mixed beta regression: A Bayesian perspective

Figueroa-Zúñiga, Jorge I., Arellano-Valle, Reinaldo B., Ferrari, Silvia L.P.

Journal:

Computational Statistics & Data Analysis

Year:

2013

Language:

english

File:

PDF, 672 KB

english, 2013

16

The Extended Skew-Exponential Power Distribution and Its Derivation

Salinas, Hugo S., Arellano-Valle, Reinaldo B., Gómez, Héctor W.

Journal:

Communication in Statistics- Theory and Methods

Year:

2007

Language:

english

File:

PDF, 294 KB

english, 2007

17

Growth estimates of cardinalfish (Epigonus crassicaudus) based on scale mixtures of skew-normal distributions

Contreras-Reyes, Javier E., Arellano-Valle, Reinaldo B.

Journal:

Fisheries Research

Year:

2013

Language:

english

File:

PDF, 952 KB

english, 2013

18

Student-tcensored regression model: properties and inference

Arellano-Valle, Reinaldo B., Castro, Luis M., González-Farías, Graciela, Muñoz-Gajardo, Karla A.

Journal:

Statistical Methods & Applications

Year:

2012

Language:

english

File:

PDF, 757 KB

english, 2012

19

Elliptical structural models

Arellano-Valle, R. B., Bolfarine, H.

Journal:

Communication in Statistics- Theory and Methods

Year:

1996

Language:

english

File:

PDF, 1.18 MB

english, 1996

20

Perturbation of Numerical Confidential Data via Skew- t Distributions

Lee, Seokho, Genton, Marc G., Arellano-Valle, Reinaldo B.

Journal:

Management Science

Year:

2010

Language:

english

File:

PDF, 2.12 MB

english, 2010

21

On the Unification of Families of Skew-Normal Distributions

Reinaldo B. Arellano-Valle and Adelchi Azzalini

Journal:

Scandinavian Journal of Statistics

Year:

2006

Language:

english

File:

PDF, 1.18 MB

english, 2006

22

Maximum a-posteriori estimation of autoregressive processes based on finite mixtures of scale-mixtures of skew-normal distributions

Maleki, Mohsen, Arellano-Valle, Reinaldo B.

Journal:

Journal of Statistical Computation and Simulation

Year:

2016

Language:

english

File:

PDF, 2.93 MB

english, 2016

23

Scale mixtures of skew-normal-Cauchy distributions

Kahrari, F., Arellano-Valle, R.B., Rezaei, M., Yousefzadeh, F.

Journal:

Statistics & Probability Letters

Year:

2017

Language:

english

File:

PDF, 425 KB

english, 2017

24

Parameter Interpretation in Skewed Logistic Regression with Random Intercept

Santos, Cristiano C., Loschi, Rosangela H., Arellano-Valle, Reinaldo B.

Journal:

Bayesian Analysis

Year:

2013

Language:

english

File:

PDF, 711 KB

english, 2013

25

A flexible class of parametric distributions for Bayesian linear mixed models

Maleki, Mohsen, Wraith, Darren, Arellano-Valle, Reinaldo B.

Journal:

Year:

2018

Language:

english

File:

PDF, 584 KB

english, 2018

26

Bayesian inference for shape mixtures of skewed distributions, with application to regression analysis

Arellano-Valle, Reinaldo B., Castro, Luis M., Genton, Marc G., Gómez, Héctor W.

Journal:

Bayesian Analysis

Year:

2008

Language:

english

File:

PDF, 331 KB

english, 2008

27

Time series models based on the unrestricted skew-normal process

Zarrin, Paris, Maleki, Mohsen, Khodadai, Zahra, Arellano-Valle, Reinaldo B.

Journal:

Journal of Statistical Computation and Simulation

Year:

2018

Language:

english

File:

PDF, 1.67 MB

english, 2018

28

Some simulation/computation in multivariate linear models of scale mixtures of skew-normal-Cauchy distributions

Kahrari, Fereshte, Arellano-Valle, Reinaldo Boris, da Silva Ferreira, Clecio, Gallardo, Diego

Journal:

Communications in Statistics - Simulation and Computation

Year:

2020

File:

PDF, 1.85 MB

2020

29

Elliptical Functional Models

F. Vilca-Labra, R.B. Arellano-Valle, H. Bolfarine

Journal:

Journal of Multivariate Analysis

Year:

1998

Language:

english

File:

PDF, 317 KB

english, 1998

30

Measurement Error Models with Nonconstant Covariance Matrices

Reinaldo B. Arellano-Valle, Heleno Bolfarine, Loreta Gasco

Journal:

Journal of Multivariate Analysis

Year:

2002

Language:

english

File:

PDF, 165 KB

english, 2002

31

A note on Bayesian identification of change points in data sequences

R.H. Loschi, F.R.B. Cruz, R.H.C. Takahashi, P.L. Iglesias, R.B. Arellano-Valle, J. MacGregor Smith

Journal:

Computers & Operations Research

Year:

2008

Language:

english

File:

PDF, 281 KB

english, 2008

32

Full predictivistic modeling of stock market data: Application to change point problems

R.H. Loschi, P.L. Iglesias, R.B. Arellano-Valle, F.R.B. Cruz

Journal:

European Journal of Operational Research

Year:

2007

Language:

english

File:

PDF, 263 KB

english, 2007

33

Skew normal measurement error models

R.B. Arellano-Valle, S. Ozan, H. Bolfarine, V.H. Lachos

Journal:

Journal of Multivariate Analysis

Year:

2005

Language:

english

File:

PDF, 259 KB

english, 2005

34

Bayesian inference in spherical linear models: robustness and conjugate analysis

R.B. Arellano-Valle, G. del Pino, P. Iglesias

Journal:

Journal of Multivariate Analysis

Year:

2006

Language:

english

File:

PDF, 248 KB

english, 2006

35

On the exact distribution of linear combinations of order statistics from dependent random variables

Reinaldo B. Arellano-Valle, Marc G. Genton

Journal:

Journal of Multivariate Analysis

Year:

2007

Language:

english

File:

PDF, 354 KB

english, 2007

36

Corrigendum to “On the exact distribution of linear combinations of order statistics from dependent random variables”: [J. Multivariate Anal. 98 (2007) 1876–1894]

Reinaldo B. Arellano-Valle, Marc G. Genton

Journal:

Journal of Multivariate Analysis

Year:

2008

Language:

english

File:

PDF, 79 KB

english, 2008

37

The centred parametrization for the multivariate skew-normal distribution

Reinaldo B. Arellano-Valle, Adelchi Azzalini

Journal:

Journal of Multivariate Analysis

Year:

2008

Language:

english

File:

PDF, 842 KB

english, 2008

38

Corrigendum to: “The centred parametrization for the multivariate skew-normal distribution” [J. Multivariate Anal. 99 (2008) 1362–1382]

Reinaldo B. Arellano-Valle, Adelchi Azzalini

Journal:

Journal of Multivariate Analysis

Year:

2009

Language:

english

File:

PDF, 170 KB

english, 2009

39

Bayesian inference for dependent elliptical measurement error models

Ignacio Vidal, Reinaldo B. Arellano-Valle

Journal:

Journal of Multivariate Analysis

Year:

2010

Language:

english

File:

PDF, 400 KB

english, 2010

40

Bayesian sensitivity analysis and model comparison for skew elliptical models

I. Vidal, P. Iglesias, M.D. Branco, R.B. Arellano-Valle

Journal:

Journal of Statistical Planning and Inference

Year:

2006

Language:

english

File:

PDF, 380 KB

english, 2006

41

Predictivistic characterizations of multivariate student-t models

Rosangela H. Loschi, Pilar L. Iglesias, Reinaldo B. Arellano-Valle

Journal:

Journal of Multivariate Analysis

Year:

2003

Language:

english

File:

PDF, 210 KB

english, 2003

42

On some characterizations of spherical distributions

Reinaldo B. Arellano-Valle

Journal:

Statistics & Probability Letters

Year:

2001

Language:

english

File:

PDF, 89 KB

english, 2001

43

Weak nondifferential measurement error models

Heleno Bolfarine, Reinaldo B. Arellano-Valle

Journal:

Statistics & Probability Letters

Year:

1998

Language:

english

File:

PDF, 499 KB

english, 1998

44

A Gibbs sampling scheme to the product partition model: an application to change-point problems

R.H. Loschi, F.R.B. Cruz, P.L. Iglesias, R.B. Arellano-Valle

Journal:

Computers & Operations Research

Year:

2003

Language:

english

File:

PDF, 279 KB

english, 2003

45

Bayesian analysis of the calibration problem under elliptical distributions

M. Branco, H. Bolfarine, P. Iglesias, R.B. Arellano-Valle

Journal:

Journal of Statistical Planning and Inference

Year:

2000

Language:

english

File:

PDF, 144 KB

english, 2000

46

Bayesian sensitivity analysis in elliptical linear regression models

R.B. Arellano-Valle, M. Galea-Rojas, P.Iglesias Zuazola

Journal:

Journal of Statistical Planning and Inference

Year:

2000

Language:

english

File:

PDF, 205 KB

english, 2000

47

A note on the simple structural regression model

R. B. Arellano-Valle, H. Bolfarine

Journal:

Annals of the Institute of Statistical Mathematics

Year:

1996

Language:

english

File:

PDF, 618 KB

english, 1996

48

Conditioning on uncertain event: Extensions to bayesian inference

Rosangela Helena Loschi, Pilar Loreto Iglesias, Rinaldo Boris Arellano-Valle

Journal:

Year:

2002

Language:

english

File:

PDF, 885 KB

english, 2002

49

An invariance property of quadratic forms in random vectors with a selection distribution, with application to sample variogram and covariogram estimators

Reinaldo B. Arellano-Valle, Marc G. Genton

Journal:

Annals of the Institute of Statistical Mathematics

Year:

2010

Language:

english

File:

PDF, 271 KB

english, 2010

50

A multivariate ultrastructural errors-in-variables model with equation error

Alexandre G. Patriota, Heleno Bolfarine, Reinaldo B. Arellano-Valle

Journal:

Journal of Multivariate Analysis

Year:

2011

Language:

english

File:

PDF, 255 KB

english, 2011