# overview
Dr. Vidakovic's research interests include wavelets, Bayesian statistics, biostatistics, statistics in medicine, environmental statistics, and statistical signal and image processing.

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J+h.O.Hartley Professor and Department Head

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4603 Computer Vision And Multimedia Computation

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4.1 Discovery And Preclinical Testing Of Markers And Technologies

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4603 Computer Vision And Multimedia Computation

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Attention Deficit Disorder With Hyperactivity

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30 Agricultural, Veterinary And Food Sciences

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4012 Fluid Mechanics And Thermal Engineering

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4603 Computer Vision And Multimedia Computation

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4603 Computer Vision And Multimedia Computation

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4012 Fluid Mechanics And Thermal Engineering

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4.2 Evaluation Of Markers And Technologies

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4.1 Discovery And Preclinical Testing Of Markers And Technologies

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Clinical Trials And Supportive Activities

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5 Development Of Treatments And Therapeutic Interventions

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6 Evaluation Of Treatments And Therapeutic Interventions

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4012 Fluid Mechanics And Thermal Engineering

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Reverse Transcriptase Polymerase Chain Reaction

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16 Peace, Justice And Strong Institutions

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University of Belgrade - (Belgrade, Serbia)

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University of Belgrade - (Belgrade, Serbia)

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Purdue University - (West Lafayette, Indiana, United States)

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Multiscale forecasting method using ARMAX models

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Gamma-Minimax Wavelet Shrinkage with Three-Point Priors

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Wavelet-based estimation of a discriminant function

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Bayesian nonparametric regression using complex wavelets

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-Minimax: A Paradigm for Conservative Robust Bayesians

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Mining Exhaled Volatile Organic Compounds for Breast Cancer Detection

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Wavelet-Based Robust Estimation of Hurst Exponent with Application in Visual Impairment Classification

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School of Statistics, Renmin University of China

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Efficiency of Linear Rules for Estimating a Bounded Normal Mean

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Identification of Low-Dimensional Energy Containing/Flux Transporting Eddy Motion in the Atmospheric Surface Layer Using Wavelet Thresholding Methods

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A combined evidence Bayesian method for human ancestry inference applied to Afro-Colombians.

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A constrained wavelet smoother for pathway identification tasks in systems biology

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The Role of Wake Production on the Scaling Laws of Scalar Concentration Fluctuation Spectra Inside Dense Canopies

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Bayesian Wavelet Shrinkage with Beta Priors

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On the efficiency of affine minimax rules in estimating a bounded multivariate normal mean

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Lower bounds on Bayes risks for estimating a normal variance: With applications

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Unbalancing data with wavelet transformations

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SPIE, the international society for optics and photonics

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Non-decimated 2D Wavelet Spectrum and Its Use in Breast Cancer  Diagnostics

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Two-step wavestrapping: simulating non-stationary acceleration data in the mobile computing context

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Age-related changes in human trabecular bone: Relationship between microstructural stress and strain and damage morphology.

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The partitioning of attached and detached eddy motion in the atmospheric surface layer using Lorentz wavelet filtering

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Wavelet image interpolation (WII): A wavelet-based approach to enhancement of digital mammography images

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Nonlinear Wavelet Shrinkage with Bayes Rules and Bayes Factors

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Mammogram Diagnostics via 2-D Complex Wavelet-based Self-similarity Measures

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Universidade de Sao Paulo, Agencia USP de Gestao da Informacao Academica (AGUIA)

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A simplified method to estimate the free path length variance

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Robust Wavelet-based Assessment of Scaling with Applications

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Adaptive wavelet estimator for nonparametric density deconvolution

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Impact of Short-Term Variations in the Generation Output of Geographically Dispersed PV Systems

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Three-Dimensional Field Optimization Method: Gold-Standard Validation of a Novel Color Doppler Method for Quantifying Mitral Regurgitation.

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On Some Properties of Autoregressive Wavelet Coefficients

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Identification of the significant uncertain parameters in the seismic response of irregular bridges

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Bayesian Inference with Wavelets: Density Estimation

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Assessing the effects of atmospheric stability on the fine structure of surface layer turbulence using local and global multiscale approaches

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Non-decimated Complex Wavelet Spectral Tools with Applications

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Institute of Electrical and Electronics Engineers (IEEE)

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Current Efavirenz (EFV) or ritonavir-boosted lopinavir (LPV/r) use correlates with elevate markers of atherosclerosis in HIV-infected subjects in Addis Ababa, Ethiopia.

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SPIE, the international society for optics and photonics

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Bayesian decision theoretic scale-adaptive estimation of a log-spectral density

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Institute of Statistical Science, Academia Sinica

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On Non-Equally Spaced Wavelet Regression

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Fault classification via energy based features of two-dimensional image data

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Regularity of Irregularity: Testing for Monofractality by Multifractal Tools

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OPTIMAL TESTING IN A FIXED-EFFECTS FUNCTIONAL ANALYSIS OF VARIANCE MODEL

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Preventing the Dirac disaster: Wavelet based density estimation

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Bayesian spherical wavelet shrinkage: Applications to shape analysis

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SPIE, the international society for optics and photonics

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One year of alendronate treatment lowers microstructural stresses associated with trabecular microdamage initiation.

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All Roads Lead to RomeEven in the Honeycomb World

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MEDL and MEDLA: Methods for Assessment of Scaling by Medians of  Log-Squared Nondecimated Wavelet Coefficients

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Statistically significant contrasts between EMG waveforms revealed using wavelet-based functional ANOVA.

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Leveraging data complexity: Pupillary behavior of older adults with visual impairment during HCI

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Association for Computing Machinery (ACM)

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Wavelet-based estimation of power densities of size-biased data

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Skin temperature perturbations induced by surface layer turbulence above a grass surface

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Are the effects of large scale flow conditions really lost through the turbulent cascade?

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Bayesian Wavelet Shrinkage Strategies: A Review

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Wavelet-based Approach for Diagnosing Attention Deficit Hyperactivity Disorder (ADHD)

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Image denoising with 2D scale-mixing complex wavelet transforms.

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Institute of Electrical and Electronics Engineers (IEEE)

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Multiscale denoising of self-similar processes

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Condition monitoring of a steam turbine generator using wavelet spectrum based control chart

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Testing equality of stationary autocovariances

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Breath Analysis by Mass Spectrometry: A New Tool for Breast Cancer Detection?

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Characterizing exons and introns by regularity of nucleotide strings.

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Patient-Specific Dose Adjustment in the Cancer Clinical Trial Setting

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Active Turbulence and Scalar Transport near the ForestAtmosphere Interface

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Estimating global and local scaling exponents in turbulent flows using discrete wavelet transformations

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Some efficient simple rules in -minimax estimation

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Wavelet-based Approach for Diagnosing Attention Deficit Hyperactivity Disorder (ADHD)

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Mammogram Diagnostics Using Robust Wavelet-Based Estimator of Hurst Exponent

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Gamma-minimax wavelet shrinkage: A robust incorporation of information about energy of a signal in denoising applications

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Breath analysis by mass spectrometry: a new tool for breast cancer detection?

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Wavelet Shrinkage with Double Weibull Prior

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Potential and Challenges for Mid-Infrared Sensors in Breath Diagnostics

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Institute of Electrical and Electronics Engineers (IEEE)

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A BAYESIAN DECISION THEORETIC APPROACH TO THE CHOICE OF THRESHOLDING PARAMETER

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Institute of Statistical Science, Academia Sinica

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Associations of Patient Mood, Modulators of Quality of Life, and Pharmaceuticals with Amyotrophic Lateral Sclerosis Survival Duration.

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Bayesian Inference with Wavelets: Density Estimation

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A wavelet-based spectral method for extracting self-similarity measures in time-varying two-dimensional rainfall maps

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Wavelet estimation of a base-line signal from repeated noisy measurements by vertical block shrinkage

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Erratum: Whole-body immunoPET reveals active SIV dynamics in viremic and antiretroviral therapytreated macaques

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Constructing stochastic models from deterministic process equations by propensity adjustment.

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Multiscale Characterization of Volatility of Main Stock Indexes

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Multiple shrinkage and subset selection in wavelets

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Wavelet-based data reduction techniques for process fault detection

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Bayesian wavelet shrinkage with beta priors

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Almost everywhere behavior of general wavelet shrinkage operators

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MULTIFRACTAL DISCRIMINATION MODEL (MDM) OF HIGH-FREQUENCY PUPIL DIAMETER MEASUREMENTS FOR HUMAN-COMPUTER INTERACTION

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Non-decimated Quaternion Wavelet Spectral Tools with Applications

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Wiley Series in Probability and Statistics

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Statistics for Bioengineering Sciences, With MATLAB and WinBUGS Support

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Variance Estimation for Fractional Brownian Motions with Fixed Hurst Parameters

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Wavelet Bayesian block shrinkage via mixtures of normal-inverse gamma priors

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Glucose Variability as Measured by Inter-measurement Percentage Change is Predictive of In-patient Mortality in Aneurysmal Subarachnoid Hemorrhage.

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From extraneous noise to categorizable signatures: Using multi-scale analyses to assess implicit interaction needs of older adults with visual impairments

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Bayesian False Discovery Rate wavelet shrinkage: Theory and applications

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Early Detection of Ovarian Cancer by Wavelet Analysis of Protein Mass  Spectra

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Stochastic Hyperkernel Convolution Trains and h-Counting Processes

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Institute of Electrical and Electronics Engineers (IEEE)

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An Empirical approach to Survival Density Estimation for  randomly-censored data using Wavelets

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Denoising ozone concentration measurements with BAMS filtering

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-MINIMAX WAVELET SHRINKAGE: A ROBUST INCORPORATION OF INFORMATION ABOUT ENERGY OF A SIGNAL IN DENOISING APPLICATIONS

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Institute of Statistical Science, Academia Sinica

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Self-similarity in NMR Spectra: An Application in Assessing the Level of Cysteine.

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School of Statistics, Renmin University of China

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An effective measure of complexity of binary words

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Estimation of the Hurst Exponent Using Trimean Estimators on  Nondecimated Wavelet Coefficients

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Multiscale analysis of vegetation surface fluxes: from seconds to years

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SOME RESULTS ON POSTERIOR REGRET - ESTIMATION

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Ecological-type inference in matched-pair studies with fixed marginal totals.

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Three years of alendronate treatment does not continue to decrease microstructural stresses and strains associated with trabecular microdamage initiation beyond those at 1year.

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Estimating the square root of a density via compactly supported wavelets

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Wavelet-based estimators for mixture regression

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Engineering Biostatistics An Introduction using MATLAB and WinBUGS

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Some properties of the combinational measure of complexity of binary words

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Nonparametric Statistics with Applications to Science and Engineering Introduction

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A 2D wavelet-based multiscale approach with applications to the analysis of digital mammograms

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Wavelet-based approach for diagnosing attention deficit hyperactivity disorder (ADHD).

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Larger posterior mode wavelet thresholding and applications

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All Roads Lead to Rome-Even in the Honeycomb World

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Hotel general manager career paths in the United States

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Early detection of ovarian cancer by wavelet analysis of protein mass spectra.

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Quantifying the complexity in mapping energy inputs and hydrologic state variables into land-surface fluxes

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The effectiveness of sealants in managing caries lesions.

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Age-related differences in the morphology of microdamage propagation in trabecular bone.

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Empirical Wavelet-based Estimation for Non-linear Additive Regression  Models

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Wavelet-based spectral descriptors for detection of damage in sunflower seeds

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Wavelet density estimation for stratified size-biased sample

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Wavelet classification of high frequency pupillary responses

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Nonlinear Adaptive Filtering with Dimension Reduction in the Wavelet Domain

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Institute of Electrical and Electronics Engineers (IEEE)

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WaveletBased Random Variables and Densities

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Breath analysis as a method for breast cancer early detection

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American Society of Clinical Oncology (ASCO)

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A note on Bayesian wavelet-based estimation of scaling

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Nonparametric Statistics with Applications to Science and Engineering Preface

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2D wavelet-based spectra with applications

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Sample size problems in ANOVA Bayesian point of view

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Wavelet-based 3-D multifractal spectrum with applications in breast MRI images

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Wavelet-based scaling indices for breast cancer diagnostics.

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MCMC Methods in Wavelet Shrinkage: Non-Equally Spaced Regression, Density and Spectral Density Estimation

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Least Squares Wavelet-based Estimation for Additive Regression Models  using Non Equally-Spaced Designs

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Automated analysis and predictive modeling of craniosynostosis with cranial suture measurements and intracranial volume asymmetries using the snake algorithm

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Resampling hierarchical processes in the wavelet domain: A case study using atmospheric turbulence

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Diagnostic Classification of Digital Mammograms by Wavelet-Based Spectral Tools: A Comparative Study

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

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WavmatND: A MATLAB Package for Non-Decimated Wavelet Transform and its  Applications

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Whole-body immunoPET reveals active SIV dynamics in viremic and antiretroviral therapy-treated macaques.

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Regularization of wavelet approximations - Discussion

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Biphasic fusion of the murine posterior frontal suture.

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On -Minimax Estimation with Ordered Observations

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Wavelet scalograms and their applications in economic time series

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Linear Versus Nonlinear Rules for Mixture Normal Priors

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16 Peace, Justice and Strong Institutions

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Some characteristics of the process measure of the amount of information

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New Probabilistic Method for Estimation of Equipment Failures and Development of Replacement Strategies

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

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Efficiency of Linear Bayes Rules for a Normal Mean: Skewed Priors Class

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Bayesian Inference in Wavelet-Based Models

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Encyclopedia of Statistical Sciences, 16 Volume Set, 2nd Edition