Journal: Scandinavian Journal of Statistics

Found 142 papers in total
The Double Gaussian Approximation for High Frequency Data
The Double Gaussian Approximation for High Frequency Data
2011,
High frequency data have become an important feature of many areas of research. They...
Approximate Bayesian Inference for Survival Models
Approximate Bayesian Inference for Survival Models
2011,
Bayesian analysis of time-to-event data, usually called survival analysis, has...
Inference for Epidemics with Three Levels of Mixing: Methodology and Application to a Measles Outbreak
Inference for Epidemics with Three Levels of Mixing: Methodology and Application to a Measles Outbreak
2011,
A stochastic epidemic model is defined in which each individual belongs to a...
Bayesian Inference for Contact Networks Given Epidemic Data
Bayesian Inference for Contact Networks Given Epidemic Data
2011,
In this article, we estimate the parameters of a simple random network and a...
The Loss Rank Criterion for Variable Selection in Linear Regression Analysis
The Loss Rank Criterion for Variable Selection in Linear Regression Analysis
2011,
Lasso and other regularization procedures are attractive methods for variable...
Image-Based Empirical Importance Sampling: An Efficient Way of Estimating Intensities
Image-Based Empirical Importance Sampling: An Efficient Way of Estimating Intensities
2011,
Very recently, it has been suggested in the biomedical literature to combine...
The Additive Risk Model for Estimation of Effect of Haplotype Match in BMT Studies
The Additive Risk Model for Estimation of Effect of Haplotype Match in BMT Studies
2011,
In this article we consider a problem from bone marrow transplant (BMT) studies where...
Quasi-Symmetric Graphical Log-Linear Models
Quasi-Symmetric Graphical Log-Linear Models
2011,
We propose an extension of graphical log-linear models to allow for symmetry...
Inference on 3D Procrustes Means: Tree Bole Growth, Rank Deficient Diffusion Tensors and Perturbation Models
Inference on 3D Procrustes Means: Tree Bole Growth, Rank Deficient Diffusion Tensors and Perturbation Models
2011,
The Central Limit Theorem (CLT) for extrinsic and intrinsic means on manifolds is...
A Graphical Diagnostic for Identifying Influential Model Choices in Bayesian Hierarchical Models
A Graphical Diagnostic for Identifying Influential Model Choices in Bayesian Hierarchical Models
2011,
Real-world phenomena are frequently modelled by Bayesian hierarchical models. The...
Statistical Analysis of ‘Probabilities of Causation’ Using Co-variate Information
Statistical Analysis of ‘Probabilities of Causation’ Using Co-variate Information
2011,
This article deals with two problems concering the probabilities of causation defined...
Supervised Classification for a Family of Gaussian Functional Models
Supervised Classification for a Family of Gaussian Functional Models
2011,
In the framework of supervised classification (discrimination) for functional data, it...
A Method for Bayesian Monotonic Multiple Regression
A Method for Bayesian Monotonic Multiple Regression
2011,
When applicable, an assumed monotonicity property of the regression function w.r.t....
Controlled Direct and Mediated Effects: Definition, Identification and Bounds
Controlled Direct and Mediated Effects: Definition, Identification and Bounds
2011,
Results are given which provide bounds for controlled direct effects when nounmeasured...
Central Limit Theorems for the Non-Parametric Estimation of Time-Changed Lévy Models
Central Limit Theorems for the Non-Parametric Estimation of Time-Changed Lévy Models
2011,
Let {Z t } t≥0 be a Lévy process with Lévy measure ν and let...
Simultaneous Credible Bands for Latent Gaussian Models
Simultaneous Credible Bands for Latent Gaussian Models
2011,
Deterministic Bayesian inference for latent Gaussian models has recently become...
Non-stationary Cross-Covariance Models for Multivariate Processes on a Globe
Non-stationary Cross-Covariance Models for Multivariate Processes on a Globe
2011,
In geophysical and environmental problems, it is common to have multiple variables of...
On the Local Polynomial Estimators of the Counting Process Intensity Function and its Derivatives
On the Local Polynomial Estimators of the Counting Process Intensity Function and its Derivatives
2011,
We consider the properties of the local polynomial estimators of a counting process...
Generalized Additive Models for Zero-Inflated Data with Partial Constraints
Generalized Additive Models for Zero-Inflated Data with Partial Constraints
2011,
Zero-inflated data abound in ecological studies as well as in other scientific fields....
Choosing Priors for Constrained Analysis of Variance: Methods Based on Training Data
Choosing Priors for Constrained Analysis of Variance: Methods Based on Training Data
2011,
This article combines the best of both objective and subjective Bayesian inference in...
Bayesian Robustness Modelling of Location and Scale Parameters
Bayesian Robustness Modelling of Location and Scale Parameters
2011,
The modelling process in Bayesian Statistics constitutes the fundamental stage of the...
Inference on Polychotomous Responses in Finite Populations
Inference on Polychotomous Responses in Finite Populations
2011,
A model-based predictive estimator is proposed for the population proportions of a...
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