Francisco Louzada

Orcid: 0000-0001-7815-9554

Affiliations:
  • University of São Paulo, São Carlos, Brazil
  • University of Oxford, UK (PhD 1998)


According to our database1, Francisco Louzada authored at least 81 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Reliability analysis of multiple repairable systems under imperfect repair and unobserved heterogeneity.
Qual. Reliab. Eng. Int., November, 2024

Weighted Lindley regression model with varying precision: estimation, modeling and its diagnostics.
Commun. Stat. Simul. Comput., April, 2024

Power-law distribution in pieces: a semi-parametric approach with change point detection.
Stat. Comput., February, 2024

Evaluating brain group structure methods using hierarchical dynamic models.
Pattern Recognit., 2024

Statistical Inference for Generalized Power-Law Process in repairable systems.
J. Comput. Appl. Math., 2024

Advancing Causal Inference: A Nonparametric Approach to ATE and CATE Estimation with Continuous Treatments.
CoRR, 2024

K-Fold Causal BART for CATE Estimation.
CoRR, 2024

Multi-level Product Category Prediction through Text Classification.
CoRR, 2024

2023
fakenewsbr: A Fake News Detection Platform for Brazilian Portuguese.
CoRR, 2023

2022
Reliability assessment of repairable systems with series-parallel structure subjected to hierarchical competing risks under minimal repair regime.
Reliab. Eng. Syst. Saf., 2022

Statistical process control of overdispersed count data based on one-parameter Poisson mixture models.
Qual. Reliab. Eng. Int., 2022

Safety-Stock: Predicting the demand for supplies in Brazilian hospitals during the COVID-19 pandemic.
Knowl. Based Syst., 2022

Alpha Skew Gaussian Naïve Bayes Classifier.
Int. J. Inf. Technol. Decis. Mak., 2022

Regression random machines: An ensemble support vector regression model with free kernel choice.
Expert Syst. Appl., 2022

Characterizations and generalizations of the negative binomial distribution.
Comput. Stat., 2022

The Lehmann type II inverse Weibull distribution in the presence of censored data.
Commun. Stat. Simul. Comput., 2022

The polynomial-exponential distribution: a continuous probability model allowing for occurrence of zero values.
Commun. Stat. Simul. Comput., 2022

Objective Bayesian inference for the Capability index of the Weibull distribution and its generalization.
Comput. Ind. Eng., 2022

2021
Bayesian Reference Analysis for the Generalized Normal Linear Regression Model.
Symmetry, 2021

Generalizing Normality: Different Estimation Methods for Skewed Information.
Symmetry, 2021

Inverse Gaussian process model with frailty term in reliability analysis.
Qual. Reliab. Eng. Int., 2021

A New Regression Model for the Analysis of Overdispersed and Zero-Modified Count Data.
Entropy, 2021

A note on the exponential geometric power series distribution.
Commun. Stat. Simul. Comput., 2021

Spatial Statistical Models: An Overview under the Bayesian Approach.
Axioms, 2021

Water Particles Monitoring in the Atacama Desert: SPC Approach Based on Proportional Data.
Axioms, 2021

Is Football/Soccer Purely Stochastic, Made Out of Luck, or Maybe Predictable? How Does Bayesian Reasoning Assess Sports?
Axioms, 2021

A New Class of Cure Rate Survival Models: Properties, Inference and Applications.
Adv. Data Sci. Adapt. Anal., 2021

2020
Bias Reduction in the Closed-Form Maximum Likelihood Estimator for the Nakagami-m Fading Parameter.
IEEE Wirel. Commun. Lett., 2020

Bayesian non-parametric frailty model for dependent competing risks in a repairable systems framework.
Reliab. Eng. Syst. Saf., 2020

Dynamic time series smoothing for symbolic interval data applied to neuroscience.
Inf. Sci., 2020

Exponential-Poisson distribution: estimation and applications to rainfall and aircraft data with zero occurrence.
Commun. Stat. Simul. Comput., 2020

Random Machines Regression Approach: an ensemble support vector regression model with free kernel choice.
CoRR, 2020

Incorporation of Frailties Into a Non-Proportional Hazard Regression Model and Its Diagnostics for Reliability Modeling of Downhole Safety Valves.
IEEE Access, 2020

2019
Risk Management in E-Commerce - A Fraud Study Case Using Acoustic Analysis through Its Complexity.
Entropy, 2019

Adaptive rejection sampling with fixed number of nodes.
Commun. Stat. Simul. Comput., 2019

Maximum likelihood estimation for bivariate SUR Tobit modeling in presence of two right-censored dependent variables.
Commun. Stat. Simul. Comput., 2019

Random Machines: A bagged-weighted support vector model with free kernel choice.
CoRR, 2019

A Repairable System Subjected to Hierarchical Competing Risks: Modeling and Applications.
IEEE Access, 2019

Semi-Parametric Cure Rate Proportional Odds Models with Spatial Frailties for Interval-Censored Data.
Adv. Data Sci. Adapt. Anal., 2019

D-Measure: A Bayesian Model Selection Criterion for Survival Data.
Adv. Data Sci. Adapt. Anal., 2019

2018
Posterior Properties of the Nakagami-m Distribution Using Noninformative Priors and Applications in Reliability.
IEEE Trans. Reliab., 2018

The Inverse Nakagami-m Distribution: A Novel Approach in Reliability.
IEEE Trans. Reliab., 2018

Bayesian Reference Analysis for the Generalized Gamma Distribution.
IEEE Commun. Lett., 2018

On the zero-modified Poisson-Shanker regression model and its application to fetal deaths notification data.
Comput. Stat., 2018

Feature Selection Approach with Missing Values Conducted for Statistical Learning: A Case Study of Entrepreneurship Survival Dataset.
CoRR, 2018

2017
Effective sample size for importance sampling based on discrepancy measures.
Signal Process., 2017

Cooperative parallel particle filters for online model selection and applications to urban mobility.
Digit. Signal Process., 2017

Issues in the Multiple Try Metropolis mixing.
Comput. Stat., 2017

Comparisons of ten estimation methods for the parameters of Marshall-Olkin extended exponential distribution.
Commun. Stat. Simul. Comput., 2017

Exponentiated Chen distribution: Properties and estimation.
Commun. Stat. Simul. Comput., 2017

A new class of defective models based on the Marshall-Olkin family of distributions for cure rate modeling.
Comput. Stat. Data Anal., 2017

2016
Flexible M/G/1 queueing system with state dependent service rate.
Oper. Res. Lett., 2016

An Efficient, Closed-Form MAP Estimator for Nakagami-m Fading Parameter.
IEEE Commun. Lett., 2016

iSports: A web-oriented expert system for talent identification in soccer.
Expert Syst. Appl., 2016

Orthogonal parallel MCMC methods for sampling and optimization.
Digit. Signal Process., 2016

MWStat: A Modulated Web-Based Statistical System.
CoRR, 2016

Different Estimation Procedures for the Parameters of the Extended Exponential Geometric Distribution for Medical Data.
Comput. Math. Methods Medicine, 2016

Alternative effective sample size measures for importance sampling.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Weighting a resampled particle in Sequential Monte Carlo.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

A Monte Carlo scheme for node-specific inference over wireless sensor networks.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Adaptive population importance samplers: A general perspective.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Parallel metropolis chains with cooperative adaptation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2014
On the zero-modified poisson model: Bayesian analysis and posterior divergence measure.
Comput. Stat., 2014

Mixture models with an unknown number of components via a new posterior split-merge MCMC algorithm.
Appl. Math. Comput., 2014

2013
The Power Series Cure Rate Model: An Application to a Cutaneous Melanoma Data.
Commun. Stat. Simul. Comput., 2013

Comparison of estimation methods for the parameters of the weighted Lindley distribution.
Appl. Math. Comput., 2013

2012
On the impact of disproportional samples in credit scoring models: An application to a Brazilian bank data.
Expert Syst. Appl., 2012

Bagging k-dependence probabilistic networks: An alternative powerful fraud detection tool.
Expert Syst. Appl., 2012

A Bayesian Approach for Decision Making on the Identification of Genes with Different Expression Levels: An Application to <i>Escherichia coli</i> Bacterium Data.
Comput. Math. Methods Medicine, 2012

A General Latent Class Model for Performance Evaluation of Diagnostic Tests in the Absence of a Gold Standard: An Application to Chagas Disease.
Comput. Math. Methods Medicine, 2012

2011
Accelerated Lifetime Testing.
Proceedings of the International Encyclopedia of Statistical Science, 2011

Poly-bagging predictors for classification modelling for credit scoring.
Expert Syst. Appl., 2011

The complementary exponential geometric distribution: Model, properties, and a comparison with its counterpart.
Comput. Stat. Data Anal., 2011

The Poisson-exponential lifetime distribution.
Comput. Stat. Data Anal., 2011

The complementary exponential power lifetime model.
Comput. Stat. Data Anal., 2011

2010
A bivariate regression model for matched paired survival data: local influence and residual analysis.
Stat. Methods Appl., 2010

A Bayesian approach for predicting match outcomes: The 2006 (Association) Football World Cup.
J. Oper. Res. Soc., 2010

2008
Influence diagnostics for polyhazard models in the presence of covariates.
Stat. Methods Appl., 2008

2006
Estimators of sensitivity and specificity in the presence of verification bias: A Bayesian approach.
Comput. Stat. Data Anal., 2006

2001
Bayesian Analysis for Hazard Models with Non-constant Shape Parameter.
Comput. Stat., 2001

1996
Accelerated life tests analyzed by a piecewise exponential distribution via generalized linear models.
IEEE Trans. Reliab., 1996


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