Journal: Australian & New Zealand Journal of Statistics

Found 128 papers in total
Canonical Correlation Analysis Through Linear Modeling
Canonical Correlation Analysis Through Linear Modeling
2014,
In this paper, we introduce linear modeling of canonical correlation analysis, which...
Construction of more Flexible and Efficient P‐rep Designs
Construction of more Flexible and Efficient P‐rep Designs
2014,
Early generation variety trials are very important in plant and tree breeding...
Linear Regression With Nested Errors Using Probability-Linked Data
Linear Regression With Nested Errors Using Probability-Linked Data
2014,
Probabilistic matching of records is widely used to create linked data sets for use in...
On Variational Bayes Estimation and Variational Information Criteria for Linear Regression Models
On Variational Bayes Estimation and Variational Information Criteria for Linear Regression Models
2014,
Variational Bayes (VB) estimation is a fast alternative to Markov Chain Monte Carlo...
Nonparametric Shrinkage Estimation for Aalen's Additive Hazards Model
Nonparametric Shrinkage Estimation for Aalen's Additive Hazards Model
2014,
Aalen's nonparametric additive model in which the regression coefficients are assumed...
Confidence Intervals for Linear Combinations of Poisson Means
Confidence Intervals for Linear Combinations of Poisson Means
2014,
Parametric confidence intervals are given for linear combinations of the means of...
Tests for Regression Models Fitted to Survey Data
Tests for Regression Models Fitted to Survey Data
2014,
Data from complex surveys are being used increasingly to build the same sort of...
Design-Based Inference in a Mixture Model for Ordinal Variables for a Two Stage Stratified Design
Design-Based Inference in a Mixture Model for Ordinal Variables for a Two Stage Stratified Design
2014,
In this paper we present methods for inference on data selected by a complex sampling...
Bayes Hilbert Spaces
Bayes Hilbert Spaces
2014,
A Bayes linear space is a linear space of equivalence classes of proportional...
Colours and Cocktails: Compositional Data Analysis 2013 Lancaster Lecture
Colours and Cocktails: Compositional Data Analysis 2013 Lancaster Lecture
2014,
The different constituents of physical mixtures such as coloured paint, cocktails,...
Nonparametric Kernel Methods with Errors-in-Variables: Constructing Estimators, Computing them, and Avoiding Common Mistakes
Nonparametric Kernel Methods with Errors-in-Variables: Constructing Estimators, Computing them, and Avoiding Common Mistakes
2014,
Estimating a curve nonparametrically from data measured with error is a difficult...
Smooth Semi-nonparametric Analysis for Mixture Cure Models and Its Application to Breast Cancer
Smooth Semi-nonparametric Analysis for Mixture Cure Models and Its Application to Breast Cancer
2014,
Mixture cure models are widely used when a proportion of patients are cured. The...
Model-based Prediction In Ecological Surveys Including Those with Incomplete Detection
Model-based Prediction In Ecological Surveys Including Those with Incomplete Detection
2014,
This paper explores and develops model‐based predictors for surveys of plants...
Bridge Estimation for Linear Regression Models with Mixing Properties
Bridge Estimation for Linear Regression Models with Mixing Properties
2014,
Penalized regression methods have for quite some time been a popular choice for...
Decomposition of Seasonality and Long-term Trend in Seismological Data: A Bayesian Modelling of Earthquake Detection Capability
Decomposition of Seasonality and Long-term Trend in Seismological Data: A Bayesian Modelling of Earthquake Detection Capability
2014,
This study demonstrates the decomposition of seasonality and long‐term trend in...
Robust Small Sample Inference for Generalised Estimating Equations: An Application of the Anova-type Test
Robust Small Sample Inference for Generalised Estimating Equations: An Application of the Anova-type Test
2014,
Asymptotically, the Wald‐type test for generalised estimating equations (GEE)...
On the Exact Size of Tests of Treatment Effects in Multi-Arm Clinical Trials
On the Exact Size of Tests of Treatment Effects in Multi-Arm Clinical Trials
2014,
When testing treatment effects in multi‐arm clinical trials, the Bonferroni...
More on progressively Type-II censored order statistics for multivariate observations
More on progressively Type-II censored order statistics for multivariate observations
2014,
In this paper, we consider some results on distribution theory of multivariate...
Methods for Constructing Uncertainty Intervals for Queries of Bayesian Nets
Methods for Constructing Uncertainty Intervals for Queries of Bayesian Nets
2014,
In this paper the issue of finding uncertainty intervals for queries in a Bayesian...
Confidence Intervals in Regression That Utilize Uncertain Prior Information About a Vector Parameter
Confidence Intervals in Regression That Utilize Uncertain Prior Information About a Vector Parameter
2014,
Consider a linear regression model with independent normally distributed errors....
Adaptive Cluster Sampling in Two-stage Sampling
Adaptive Cluster Sampling in Two-stage Sampling
2014,
Adaptive cluster sampling can be a useful design for surveying rare and clustered...
Diagnostic tools for approximate Bayesian computation using the coverage property
Diagnostic tools for approximate Bayesian computation using the coverage property
2014,
Approximate Bayesian computation (ABC) is an approach to sampling from an approximate...
Covariate Decomposition Methods for Longitudinal Missing-at-Random Data and Predictors Associated with Subject-Specific Effects
Covariate Decomposition Methods for Longitudinal Missing-at-Random Data and Predictors Associated with Subject-Specific Effects
2014,
Investigators often gather longitudinal data to assess changes in responses over time...
A series of single array 2m factorial search designs for even m
A series of single array 2m factorial search designs for even m
2014,
By means of a search design one is able to search for and estimate a small set of...
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