Subject area for

Faculty Member
 A/PROF Guoqi Qian Faculty Member
 DR Enes Makalic Faculty Member
 DR Mark Fackrell Faculty Member
 DR Pavel Krupskiy
 PROF Christopher John Lloyd Faculty Member

Conference Papers Refereed
 BioGrid Australia and GRHANITE (TM): PrivacyProtecting Subject Matching
 MMLD Inference of Multilayer Perceptrons
 Minimum Message Length Analysis of the BehrensFisher Problem
 Minimum Message Length Order Selection and Parameter Estimation of Moving Average Models
 Minimum message length ridge regression for generalized linear models
 Modeling large claims with Pareto ArcTan distribution
 Projecting Impacts of Climate Change on Future Water Resources  how and what to change?
 Statistical PatchBased Observation for Single Object Tracking

Contract

Grant
 ARC CENTRE OF EXCELLENCE FOR MATHEMATICAL AND STATISTICAL FRONTIERS OF BIG DATA, BIG MODELS, NEW INSIGHTS (ARC FUNDING)
 Advanced Signal Processing for Radiation Spectroscopy
 Development of appropriate statistical models for lifecourse epidemiology
 Enhance the applicability of meanvariance optimization by random matrix theory
 Flexible Models and Methods for Longitudinal Data
 Inverse and related problems in statistics
 Limit Theorems for Probability Models using Distributional Transformation Fixed Points
 Machine Learning in Adversarial Environments
 Model selection confidence sets for highdimensional data
 NEW DIRECTIONS, NEW PROBLEMS AND NEW DATA TYPES IN STATISTICAL SCIENCE
 NEW NONPARAMETRIC STATISTICAL METHODS FOR IMPERFECTLY OBSERVED DATA
 Nonparametric data analysis in statistical science
 Security Evaluation of Machine Learning Systems
 Statistical challenges involving indirect data
 Statistical problems involving measurement errors and sparsity
 Variable selection confidence sets for highdimensional data

Journal Articles Refereed
 publicationS1363192
 A CHARACTERISATION OF, AND HYPOTHESIS TEST FOR, CONTINUOUS LOCAL MARTINGALES
 A Comparative Investigation of Confidence Intervals for IndependentVariables in Linear Regression
 A Comparison of Bayesian Models ofHeteroscedasticity in Nested Normal Data
 A DesignAdaptive Local Polynomial Estimator for the ErrorsinVariables Problem
 A Procedure for Estimating the Number of Clusters in Logistic Regression Clustering
 A STATISTICAL TEST OF CHANGEPOINT IN MEAN THAT ALMOST SURELY HAS ZERO ERROR PROBABILITIES
 A Simple Sampler for the Horseshoe Estimator
 A general noncentral hypergeometric distribution
 A new framework for managing and analyzing multiply imputed data in Stata
 A numerical investigation of the accuracy of parametric bootstrap for discrete data
 Achieving near perfect classification for functional data
 AdaptSPEC: Adaptive Spectral Estimation for Nonstationary Time Series
 An exhaustive numerical assessment of alternative unconditional tests of a binary treatment effect
 Applying the intentiontotreat principle in practice: Guidance on handling randomisation errors
 Assessing similarity of DNA profiles
 Assessing the magnitude of the concentration parameter in a simultaneous equations model
 BAYESIAN MODEL COMPARISON AND MODEL AVERAGING FOR SMALLAREA ESTIMATION
 Bayesian Multivariate Distributional Regression With Skewed Responses and Skewed Random Effects
 Bayesian local robustness under weighted squarederror loss function incorporating unimodality
 Bootstrap and SecondOrder Tests of Risk Difference
 Classification Using Censored Functional Data
 Combining calls from multiple somatic mutationcallers
 Componentwise classification and clustering of functional data
 Computing highly accurate confidence limits from discrete data using importance sampling
 Computing highly accurate or exact Pvalues using importance sampling
 Credibility premiums for natural exponential family and general 01 loss function
 DEFINING PROBABILITY DENSITY FOR A DISTRIBUTION OF RANDOM FUNCTIONS
 Dating Rare Mutations from Small Samples with Dense Marker Data
 De novo detection of differentially bound regions for ChIPseq data using peaks and windows: controlling error rates correctly
 Dealing with nonnormality: an introduction and stepbystep guide using R
 Deconvolution When Classifying Noisy Data Involving Transformations
 Designing group doseresponse studies in the presence of transmission
 EFFECT OF HEAVY TAILS ON ULTRA HIGH DIMENSIONAL VARIABLE RANKING METHODS
 ESTIMATING A PARAMETER WHEN IT IS KNOWN THAT THE PARAMETER EXCEEDS A GIVEN VALUE
 ESTIMATION OF OBSERVATIONERROR VARIANCE IN ERRORSINVARIABLES REGRESSION
 Estimating confidence intervals for information transfer analysis of confusion matrices.
 Estimating the Order of an Autoregressive Model Using Normalized Maximum Likelihood
 Estimation and Selection in Regression Clustering
 Estimation of Copula Models With Discrete Margins via Bayesian Data Augmentation
 Exact tests based on preestimation and second order pivotals: noninferiority trials
 Forecasting Time Series With Complex Seasonal Patterns Using Exponential Smoothing
 Fractional polynomial adjustment for timevarying covariates in a selfcontrolled case series analysis
 Fundamentals of Stein's method
 How close are alternative bootstrap Pvalues?
 Importance accelerated RobbinsMonro recursion with applications to parametric confidence limits
 Improved Estimation of Proportions Using Inverse Binomial Group Testing
 Inference in the presence of weak instruments: A selected survey
 Inferring withinhost bottleneck size: A Bayesian approach
 Law of iterated logarithm and strong consistency in Poisson regression model selection
 Local bandwidth selectors for deconvolution kernel density estimation
 METHODOLOGY AND THEORY FOR NONNEGATIVESCORE PRINCIPAL COMPONENT ANALYSIS
 METHODOLOGY AND THEORY FOR PARTIAL LEAST SQUARES APPLIED TO FUNCTIONAL DATA
 MML Invariant Linear Regression
 MML logistic regression with translation and rotation invariant priors
 MODELLING INSURANCE DATA WITH THE PARETO ARCTAN DISTRIBUTION
 Maximum Lqlikelihood estimation
 Minimum message length inference and mixture modelling of inverse gaussian distributions
 Modeling claims data with composite Stoppa models
 Monte Carlo EM algorithm in logistic linear models involving nonignorable missing data
 NONPARAMETRIC FUNCTION ESTIMATION UNDER FOURIEROSCILLATING NOISE
 NONPARAMETRIC REGRESSION WITH HOMOGENEOUS GROUP TESTING DATA
 New approaches to nonparametric and semiparametric regression for univariate and multivariate group testing data
 Nonparametric Prediction in Measurement Error Models
 Nonparametric Regression Analysis for Group Testing Data
 Nonparametric estimation for a class of Levy processes
 ON THE EXACT SIZE OF TESTS OF TREATMENT EFFECTS IN MULTIARM CLINICAL TRIALS
 On Multivariate Time Series Model Selection Involving Many Candidate VAR Models
 On robust estimation via pseudoadditive information
 Pvalues based on approximate conditioning and p*
 Parallel maximum likelihood estimator for multiple linear regression models
 Parameters Estimation for a New Generalized Geometric Distribution
 Parametrically Assisted Nonparametric Estimation of a Density in the Deconvolution Problem
 Profiling Teacher Capacity in Statistical Thinking of National Curriculum Reform: A Comparative Study between Australia and China
 Raney Distributions and Random Matrix Theory
 Rateoptimal nonparametric estimation in classical and Berkson errorsinvariables problems
 Reducing variability of crossvalidation for smoothingparameter choice
 Replicates and repeatswhat is the difference and is it significant? A brief discussion of statistics and experimental design
 Response and predictor folding to counter symmetric dependency in dimension reduction
 Robustness and accuracy of methods for high dimensional data analysis based on Student's tstatistic
 SYMMETRIC AND EXTERIOR POWERS OF CATEGORIES
 Setwise and Filtered Gibbs Samplers for Teletraffic Analysis
 Silencing of Odorant Receptor Genes by G Protein beta gamma Signaling Ensures the Expression of One Odorant Receptor per Olfactory Sensory Neuron
 Statistical modelling of the group structure of social networks
 Stochastic complexity, histograms and hypothesis testing of homogeneity
 Subset Selection in Linear Regression using Sequentially Normalized Least Squares: Asymptotic Theory
 TESTING FOR CONTINUOUS LOCAL MARTINGALES USING THE CROSSING TREE
 Testing and Estimating ShapeConstrained Nonparametric Density and Regression in the Presence of Measurement Error
 Tests for noninferiority trials with binomial endpoints: A guide to modern and quasiexact methods for biomedical researchers
 The Consistency of MDL for Linear Regression Models With Increasing SignaltoNoise Ratio
 The Hausdorff spectrum of a class of multifractal processes
 The Impact of Arterial Collateralization on Outcome after IntraArterial Therapy for Acute Ischemic Stroke
 The maximum Lqlikelihood method: An application to extreme quantile estimation in finance
 Theoretical properties of principal component score density estimators in functional data analysis
 UNEXPECTED PROPERTIES OF BANDWIDTH CHOICE WHEN SMOOTHING DISCRETE DATA FOR CONSTRUCTING A FUNCTIONAL DATA CLASSIFIER
 Uncovering temporal transitions and selforganization during slow aging of dense granular media in the absence of shear bands
 Using Evidence of Mixed Populations to Select Variables for Clustering Very HighDimensional Data
 Vector Autoregressive Model Selection Based on Gibbs Sampler
 Weighted least squares methods for prediction in the functional data linear model
 featureCounts: an efficient general purpose program for assigning sequence reads to genomic features
 voom: precision weights unlock linear model analysis tools for RNAseq read counts

Journal Articles Unrefereed

Journal Articles Unrefereed Letters Or Notes

Major Reports And Working Papers
 Bootstrap Pvalues in Discrete Models: Asymptotic and nonasymptotic effects
 Efficient Estimation of NonLinear Dynamic Panel Data Models with Application to Smooth Transition Models
 Some comments on the article: On construction of the smallest onesided confidence interval for the difference of two proportions. The Annals of Statistics 38 (2010) 12271243

Other Refereed Contribution To Refereed Journals

Reports And Working Papers

Research Book Chapters

Textbooks