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Bayesian regression with B‐splines under combinations of shape constraints and smoothness properties Early View

  • Journal: Statistica Neerlandica
  • Authors: Christophe Abraham, Khader Khadraoui
  • Published Date: Nov 21, 2014

In this paper, we approach the problem of shape constrained regression from a Bayesian perspective. A B‐splines basis is used to model the regression function. The smoothness of the...

A generalization of the Binomial distribution based on the dependence ratio Early View

  • Journal: Statistica Neerlandica
  • Authors: Gianfranco Lovison
  • Published Date: Dec 01, 2014

We propose a generalization of the Binomial distribution, called DR‐Binomial, which accommodates dependence among units through a model based on the dependence ratio (Ekholm et al.,...

On the inefficiency of the restricted maximum likelihood Early View

  • Journal: Statistica Neerlandica
  • Authors: Nicholas T. Longford
  • Published Date: Jan 30, 2015

The restricted maximum likelihood is preferred by many to the full maximum likelihood for estimation with variance component and other random coefficient models, because the variance...

Maximum likelihood estimation of a binomial proportion using one‐sample misclassified binary data Early View

  • Journal: Statistica Neerlandica
  • Authors: Dewi Rahardja, Ying Yang
  • Published Date: Jan 26, 2015

In this article, we construct two likelihood‐based confidence intervals (CIs) for a binomial proportion parameter using a double‐sampling scheme with misclassified binary data. We utilize...

SCAD‐penalized quantile regression for high‐dimensional data analysis and variable selection Early View

  • Journal: Statistica Neerlandica
  • Authors: Muhammad Amin, Lixin Song, Milton Abdul Thorlie, Xiaoguang Wang
  • Published Date: Jan 26, 2015

The present penalized quantile variable selection methods are only applicable to finite number of predictors or do not have oracle property associated with estimator. This technique is...

Three‐period, two‐treatment crossover design under long‐term carryover effect Early View

  • Journal: Statistica Neerlandica
  • Authors: Suryasish Chatterjee, Uttam Bandyopadhyay
  • Published Date: May 26, 2017

The paper describes non‐parametric approach for analysis of a three‐period, two‐treatment, four‐sequence crossover design in which test procedure for interchangeability of the treatment...

Conditional assessment of the impact of a Hausman pretest on confidence intervals Early View

  • Journal: Statistica Neerlandica
  • Authors: Paul Kabaila, Rheanna Mainzer, Davide Farchione
  • Published Date: May 26, 2017

In the analysis of clustered and longitudinal data, which includes a covariate that varies both between and within clusters, a Hausman pretest is commonly used to decide whether subsequent...

Analytic posteriors for Pearson's correlation coefficient Early View

  • Journal: Statistica Neerlandica
  • Authors: Alexander Ly, Maarten Marsman, Eric‐Jan Wagenmakers
  • Published Date: Jul 05, 2017

Pearson's correlation is one of the most common measures of linear dependence. Recently, Bernardo (11th International Workshop on Objective Bayes Methodology, 2015) introduced a flexible...

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