Man

Victor Leiva

Profesor Titular

Pontificia Universidad Católica de Valparaíso

Valparaiso, Chile

Líneas de Investigación


Statistical modeling; Influence diagnostics

Educación

  •  Estadistica, Universidad de Granada. España, 1999

Experiencia Académica

  •   Profesor Titular Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

    Valparaiso, Chile

    2017 - At present


 

Article (167)

A Cobb–Douglas type model with stochastic restrictions: formulation, local influence diagnostics and data analytics in economics
Failure rate of Birnbaum-Saunders distributions: Shape, change-point, estimation and robustness
Log-symmetric regression models: information criteria and application to movie business and industry data with economic implications
Modeling lot-size with time-dependent demand based on stochastic programming and case study of drug supply in Chile
Non-pharmacological motor-cognitive treatment to improve the mental health of elderly adults
Sensitivity analysis of longitudinal count responses: a local influence approach and application to medical data
A beta partial least squares regression model: Diagnostics and application to mining industry data
A new estimator for the covariance of the PLS coefficients estimator with applications to chemical data
A survival model with Birnbaum-Saunders frailty for uncensored and censored cancer data
Birnbaum-Saunders spatial regression models: Diagnostics and application to chemical data
Cumulative damage and times of occurrence for a multicomponent system: A discrete time approach
Generalized Tobit models: diagnostics and application in econometrics
Incorporation of frailties into a cure rate regression model and its diagnostics and application to melanoma data
Influence diagnostics in mixed effects logistic regression models
Kriging with external drift in a Birnbaum-Saunders geostatistical model
L-moments of the Birnbaum-Saunders distribution and its extreme value version: estimation, goodness of fit and application to earthquake data
Monitoring urban environmental pollution by bivariate control charts: New methodology and case study in Santiago, Chile
On a tobit-Birnbaum-Saunders model with an application to medical data
Robust multivariate control charts based on Birnbaum-Saunders distributions
A methodology based on the Birnbaum-Saunders distribution for reliability analysis applied to nano-materials
Birnbaum-Saunders frailty regression models: Diagnostics and application to medical data
Birnbaum-Saunders spatial modelling and diagnostics applied to agricultural engineering data
Birnbaum–Saunders autoregressive conditional duration models applied to high-frequency financial data
A methodology for stochastic inventory models based on a zero-adjusted Birnbaum-Saunders distribution
A methodology for stochastic inventory models based on a zero-adjusted Birnbaum-Saunders distribution
A multivariate log-linear model for Birnbaum-Saunders distributions
A Multivariate Log-Linear Model for Birnbaum-Saunders Distributions
A stochastic methodology for risk assessment of a large earthquake when a long time has elapsed
Diagnostics in elliptical regression models with stochastic restrictions applied to econometrics
Diagnostics in elliptical regression models with stochastic restrictions applied to econometrics
Extreme value Birnbaum-Saunders regression models applied to environmental data
Extreme value Birnbaum-Saunders regression models applied to environmental data
Influence diagnostic analysis in the possibly heteroskedastic linear model with exact restrictions
Influence diagnostic analysis in the possibly heteroskedastic linear model with exact restrictions
Inventory management for new products with triangularly distributed demand and lead-time
Inventory management for new products with triangularly distributed demand and lead-time
On a nonlinear Birnbaum-Saunders model based on a bivariate construction and its characteristics
On a nonlinear Birnbaum-Saunders model based on a bivariate construction and its characteristics
A criterion for environmental assessment using Birnbaum-Saunders attribute control charts
A criterion for environmental assessment using Birnbaum-Saunders attribute control charts
Exploring the potential use of the Birnbaum-Saunders distribution in inventory management
Modeling neural activity with cumulative damage distributions
On matrix-variate Birnbaum-Saunders distributions and their estimation and application
On matrix-variate Birnbaum-Saunders distributions and their estimation and application
Optimization of contribution margins in food services by modeling independent component demand [Optimización de márgenes de contribución en servicios de alimentación modelando la demanda de componentes independientes]
Statistical Inference on a Stochastic Epidemic Model
Statistical inference on a stochastic epidemic model
THE HAWKES PROCESS WITH DIFFERENT EXCITING FUNCTIONS AND ITS ASYMPTOTIC BEHAVIOR
The Hawkes process with different exciting functions and its asymptotic behavior.
A family of autoregressive conditional duration models applied to financial data
A family of autoregressive conditional duration models applied to financial data
A methodology for biplots based on bootstrapping with r [Una metodología para biplots basada en bootstrapping con R]
A REPARAMETERIZED BIRNBAUM-SAUNDERS DISTRIBUTION AND ITS MOMENTS, ESTIMATION AND APPLICATIONS
A REPARAMETERIZED BIRNBAUM-SAUNDERS DISTRIBUTION AND ITS MOMENTS, ESTIMATION AND APPLICATIONS
An interactive biplot implementation in R for modeling genotype-by-environment interaction
Birnbaum-Saunders statistical modelling: a new approach
Birnbaum-Saunders statistical modelling: a new approach
Capability indices for Birnbaum-Saunders processes applied to electronic and food industries
Capability indices for Birnbaum-Saunders processes applied to electronic and food industries
Diagnostics in Birnbaum-Saunders accelerated life models with an application to fatigue data
Diagnostics in Birnbaum-Saunders accelerated life models with an application to fatigue data
Goodness-of-Fit Tests for the Birnbaum-Saunders Distribution With Censored Reliability Data
Goodness-of-Fit Tests for the Birnbaum-Saunders Distribution With Censored Reliability Data
Graphical tools to assess goodness-of-fit in non-location-scale distributions [Herramientas gráficas para evaluar bondad de ajuste en distribuciones de no-localización-escala]
A new variance stabilizing transformation for gene expression data analysis
A new variance stabilizing transformation for gene expression data analysis
A nonparametric method for estimating asymmetric densities based on skewed Birnbaum-Saunders distributions applied to environmental data
A nonparametric method for estimating asymmetric densities based on skewed Birnbaum-Saunders distributions applied to environmental data
Air Contaminant Statistical Distributions with Application to PM10 in Santiago, Chile
Discussion on experimental designs for identifying causal mechanisms: Part I
Discussion on experimental designs for identifying causal mechanisms: Part II
Generalized Birnbaum-Saunders kernel density estimators and an analysis of financial data
Generalized Birnbaum-Saunders kernel density estimators and an analysis of financial data
On a Birnbaum-Saunders distribution arising from a non-homogeneous Poisson process
On a Birnbaum-Saunders distribution arising from a non-homogeneous Poisson process
On a variance stabilizing model and its application to genomic data
On a variance stabilizing model and its application to genomic data
About Birnbaum-Saunders Distributions Based on the Johnson System
About Birnbaum-Saunders Distributions Based on the Johnson System
Connection between the Hadamard and matrix products with an application to matrix-variate Birnbaum-Saunders distributions
Connection between the Hadamard and matrix products with an application to matrix-variate Birnbaum-Saunders distributions
Fatigue Statistical Distributions Useful for Modeling Diameter and Mortality of Trees
Fatigue statistical distributions useful for modeling diameter and mortality of trees [Distribuciones estadísticas de fatiga útiles para modelar diámetro y mortalidad de árboles]
Integration Methods of Odds Ratio Based on Meta-Analysis Using Fixed and Random Effect Models Useful in Public Health
ON AN EXTREME VALUE VERSION OF THE BIRNBAUM-SAUNDERS DISTRIBUTION
ON AN EXTREME VALUE VERSION OF THE BIRNBAUM-SAUNDERS DISTRIBUTION
ON NEW PARAMETERIZATIONS OF THE BIRNBAUM-SAUNDERS DISTRIBUTION
ON NEW PARAMETERIZATIONS OF THE BIRNBAUM-SAUNDERS DISTRIBUTION
Robust statistical modeling using the Birnbaum-Saunders-t distribution applied to insurance
Robust statistical modeling using the Birnbaum-Saunders-t distribution applied to insurance
Shape and change point analyses of the Birnbaum-Saunders-t hazard rate and associated estimation
Shape and change point analyses of the Birnbaum-Saunders-t hazard rate and associated estimation
Birnbaum-Saunders Mixed Models for Censored Reliability Data Analysis
Birnbaum-Saunders Mixed Models for Censored Reliability Data Analysis
Estimation of extreme percentiles in Birnbaum-Saunders distributions
Estimation of extreme percentiles in Birnbaum-Saunders distributions
Influence analysis in skew-Birnbaum-Saunders regression models and applications
Influence analysis in skew-Birnbaum-Saunders regression models and applications
Influence diagnostics on the coefficient of variation of elliptically contoured distributions
Influence diagnostics on the coefficient of variation of elliptically contoured distributions
Modeling wind energy flux by a Birnbaum-Saunders distribution with an unknown shift parameter
Modeling wind energy flux by a Birnbaum-Saunders distribution with an unknown shift parameter
New Control Charts Based on the Birnbaum-Saunders Distribution and their Implementation
New control charts based on the Birnbaum-Saunders distribution and their implementation [Nuevas cartas de control basadas en la distribución Birnbaum-Saunders y su implementación]
On some mixture models based on the Birnbaum-Saunders distribution and associated inference
On some mixture models based on the Birnbaum-Saunders distribution and associated inference
On the Fernandez-Steel distribution: Inference and application
On the Fernandez-Steel distribution: Inference and application
On the Student-t Mixture Inverse Gaussian Model with an Application to Protein Production
A Skewed Sinh-Normal Distribution and Its Properties and Application to Air Pollution
A Skewed Sinh-Normal Distribution and Its Properties and Application to Air Pollution
A TRUNCATED VERSION OF THE BIRNBAUM-SAUNDERS DISTRIBUTION WITH AN APPLICATION IN FINANCIAL RISK
A UNIFIED MIXTURE MODEL BASED ON THE INVERSE GAUSSIAN DISTRIBUTION
An extended Birnbaum-Saunders model and its application in the study of environmental quality in Santiago, Chile
An extended Birnbaum-Saunders model and its application in the study of environmental quality in Santiago, Chile
Influence diagnostics in the tobit censored response model
Influence diagnostics in the tobit censored response model
M-PROCEDURES IN THE GENERAL MULTIVARIATE NONLINEAR REGRESSION MODEL
On a goodness-of-fit test for normality with unknown parameters and type-II censored data
On a goodness-of-fit test for normality with unknown parameters and type-II censored data
Two New Mixture Models Related to the Inverse Gaussian Distribution
Two New Mixture Models Related to the Inverse Gaussian Distribution
A length-biased version of the Birnbaum-Saunders distribution with application in water quality
A length-biased version of the Birnbaum-Saunders distribution with application in water quality
A New Goodness-of-Fit Test for Censored Data with an Application in Monitoring Processes
A New Goodness-of-Fit Test for Censored Data with an Application in Monitoring Processes
A Non-Central Version of the Birnbaum-Saunders Distribution for Reliability Analysis
A Non-Central Version of the Birnbaum-Saunders Distribution for Reliability Analysis
A Robust Procedure in Nonlinear Models for Repeated Measurements
A Robust Procedure in Nonlinear Models for Repeated Measurements
An R implementation for generalized Birnbaum-Saunders distributions
An R implementation for generalized Birnbaum-Saunders distributions
Estimation in the Birnbaum-Saunders distribution based on scale-mixture of normals and the EM-algorithm
Estimation in the Birnbaum-Saunders distribution based on scale-mixture of normals and the EM-algorithm
Mixture inverse Gaussian distributions and its transformations, moments and applications
Mixture inverse Gaussian distributions and its transformations, moments and applications
On a length-biased life distribution based on the sinh-normal model
On the glog-normal distribution and its application to the gene expression problem
On the glog-normal distribution and its application to the gene expression problem
A new class of inverse Gaussian type distributions
A new class of survival regression models with heavy-tailed errors: robustness and diagnostic
A new class of survival regression models with heavy-tailed errors: robustness and diagnostics
A new three-parameter extension of the inverse Gaussian distribution
A new three-parameter extension of the inverse Gaussian distribution
An R package for a general class of inverse Gaussian distributions
An R package for a general class of inverse Gaussian distributions
Generalized Birnbaum-Saunders distributions applied to air pollutant concentration
Generalized Birnbaum-Saunders distributions applied to air pollutant concentration
Lifetime analysis based on the generalized Birnbaum-Saunders distribution
Lifetime. analysis based on the generalized Birnbaum-Saunders distribution
Random number generators for the generalized Birnbaum-Saunders distribution
Random number generators for the generalized Birnbaum-Saunders distribution
Sanhueza, A;Leiva, V;Balakrishnan, N
The generalized Birnbaum-Saunders distribution and its theory, methodology, and application
The generalized Birnbaum-Saunders distribution and its theory, methodology, and application
A new family of life distributions based on the elliptically contoured distributions (vol 128, pg 445, 2005)
Acceptance sampling plans from truncated life tests based on the generalized Birnbaum-Saunders distribution
Acceptance sampling plans from truncated life tests based on the generalized Birnbaum-Saunders distribution
Influence diagnostics in log-Birnbaum-Saunders regression models with censored data
Influence diagnostics in log-Birnbaum-Saunders regression models with censored data
A new fatigue life model based on the family of skew-elliptical distributions
A new package for the Birnbaum-Saunders distribution
A new family of life distributions based on the elliptically contoured distributions
Influence diagnostics in log-Birnbaum-Saunders regression mode
Doubly non-central t and F distributions obtained under singular and non-singular elliptic distributions
Influence diagnostics for elliptical multivariate linear regression models
Singular elliptical distribution: Density and applications

ConferencePaper (1)

Monitoring environmental risk by a methodology based on control charts

EditorialMaterial (1)

An interview with Sam C. Saunders

Errata (1)

A new family of life distributions based on the elliptically contoured distributions (vol 128, pg 445, 2005)

Letter (1)

Successful aminolevulinic acid photodynamic therapy for recalcitrant severe hidradenitis suppurativa

Review (6)

Discussion of Birnbaum-Saunders distribution: A review of models, analysis, and applications and a novel financial extreme value data analytics from natural disasters
Discussion of Birnbaum-Saunders distribution: A review of models, analysis, and applications and a novel multivariate data analytics for an economics example in the textile industry
Multivariate Birnbaum-Saunders Distributions: Modelling and Applications
Exploring the Potential Use of the Birnbaum-Saunders Distribution in Inventory Management
Air Contaminant Statistical Distributions with Application to PM10 in Santiago, Chile
An interactive biplot implementation in R for modeling genotype-by-environment interaction
105
Victor Leiva

Profesor Titular

Pontificia Universidad Católica de Valparaíso

Valparaiso, Chile

27
Antonio Sanhueza

UNIVERSIDAD DE LA FRONTERA

Temuco, Chile

4
Manuel Galea

DEPARTAMENTO DE ESTADÍSTICA, PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE

Santiago, Chile

4
Carolina Marchant

académica full time

Matemática, Física y Estadística

Universidad Católica del Maule

Talca, Chile

3
Fernando Rojas

Académico

Universidad de Valparaíso

Valparaíso, Chile

2
Manuel Galea

Profesor Titular

Statistics

Pontificia Universidad Católica de Chile

Santiago, Chile

1
Orietta Nicolis

Profesor Titular

Ciencias de la Ingenieria

Universidad Andrés Bello

Viña del Mar, Chile

1
MARIA CAVIERES

ACADEMICO

UNIVERSIDAD DE VALPARAÍSO

Valparaíso, Chile

1
Marcelo Rodríguez

Director del Magister en Data Science. Profesor Adjunto.

Departamento de Matemática, Física y Estadística

UNIVERSIDAD CATOLICA DEL MAULE

Talca, Chile

1
FERNANDO RODRIGUEZ

Investigador

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Viña del Mar, Chile

1
Mauricio Huerta

Estudiante Doctoral

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

1
Guillermo Cabrera

Profesor

Ingeniería Informática

Pontificia Universidad Catolica de Valparaiso

Valparaíso, Chile

1
Juan Vivanco

Assistant Professor

Facultad de Ingeniería y Ciencias

Universidad Adolfo Ibáñez

Viña del Mar, Chile

1
Karine Bertin

Full profesor

CIMFAV

Universidad de Valparaiso

Valparaiso, Chile

1
Pierre Guiraud

Profesor Adjunto

Universidad de Valparaíso

Valparaiso, Chile

1
Alejandra Tapia

Académica Investigadora

Facultad de Ciencias Básicas

Universidad Católica del Maule

Talca, Chile

1
Luis Sánchez

Docente

Departamento de Ciencias Matemáticas y Físicas

Universidad Católica de Temuco

Temuco, Chile

1
Jean Maidana

Profesor Asistente

Ingeniería

Universidad Andrés Bello

Viña del Mar, Chile