Combining Observations with Models:
Penalized Likelihood and Related Methods in Numerical Weather Prediction

Grace Wahba

Building and Fitting Random Effects
Models

William Cleveland, Lorraine Denby, Chuanhai Liu

Random Location and Scale Effects:
Model Building Methods for a General Class of Models

William Cleveland, Lorraine Denby, Chuanhai Liu

An Introduction to Model Building
with Reproducing Kernel Hilbert Spaces with Applications to Biostatistics and
Atmospheric Sciences

Grace Wahba

Air-Sea Interaction inl the Labrador
Sea: Deep Water Formation and Climate

Ralph Milliff

Hierarchical, Space-Time Models:
Physically Based Models for Combining Geophysical Data

L. Mark Berliner

Computational Advances in Gibbs Sampling
of Massive Spatio-Temporal Models

Timothy Hoar, Christopher K. Wikle

Stochastic Parameterizations in General
Circulation Models of the Atmosphere: Cloud Motions

Rachel Buchberger

Simulation-based Analysis of the
Nation's Critical Infrastructure

J. Darrell Morgeson

Generation and Measurement of Large
Dynamical Systems

Chris Barrett

Statistics for Complex Computer Models:
Beyond Input-Output Analysis

Katherine Campbell and Richard Beckman

Cyber Crimes and Counter Measures

Matthias Schonlau

Statistical Visualization Methods
for Intrusion Detection

Jeffrey L. Solka, David J. Marchette, Bradley Wallet

Hidden Markov Modeling of Freeway
Traffic Status

Jaimyoung Kwon, Peter Bickel, John Rice

Wrapping and Mediating Survey Data

Amamath Gupta, Chairanya Baru, Richard Marciano, Ilya Zaslavsky

Statistical Information Seeking and
System Design

Carol Hert

Energy Data Collection

Ed Hovy, Judith Klavans

The Data Documentation Initiative:
Current Status of an Attempt to Specify an XML DTD for Empirical Social Science
Documentation

Peter Joftis

Compressing Massive Geophysical Data
Using Quantization

Amy Braverman

Finding Bent-Double Radio Galaxies:
A Case Study in Data Mining

I. K. Fodor, C. Baldwin, E. Cantú-Paz, C. Kamath, N. Tang

Characterizing the Complexity of
a High-Dimensional Classification Problem

Carey E. Priebe, David J. Marchette

Multiresolution Stochastic Models
for Object Recognition in Self-Similar Texture Images

Richard J. Barton, Jennifer Davidson, Lili Chen, Fei Wan

Predicting the Phase Transition in
3-Colorable Graphs

Hao Zhang

On the Decomposition of Spatial Processes
in MATLAB

Reinhard Furrer

Bayesian Computations in Random Environment
Models

Dhaifalla K. Al-Mutairi

Borrowing Strength without Explicit
Data Pooling: Estimating External Constraints

Jerome Reiter

Do Blocks Make a Neighborhood? Approaches
to Estimating Neighborhood Parameters Based on Localized Observations

Carolyn A. Carroll

Semi-Parametric Nonlinear Mixed Effects
Models

Yuedong Wang, Chunlei Ke

Smoothing Spline Analysis of Variance
for Correlated Non-Gaussian Data

Peter Karcher, Yuedong Wang

Score Tests for Poisson Variation
Against General Alternatives

Gordon K. Smyth, Heather Podlich

NORM Thresholding Method in Wavelet
Regression

Dongfeng Wu

The Application of Multiwavelets
to Recovery of Signals

Nathaniel Tymes, Maria Cristina Peyerya, Sam Efromovich

Adaptive Splines and Genetic Algorithms
for Optimal Low-Dimensional Statistical Modeling

Jennifer I. Pittman

Partially Adaptive Bandwidth Used
in Prediction and Local Regression

Janis Grabis

Self-Modeling Regression with Random
Effects Using Penalized Regression Splines

Naomi S. Altman, Julio C. Villarreal

Estimation of Nonlinear State-Space
Models in the Presence of Censored Observations

Craig Johns, Robert H. Shumway

Predictive Statistical Models for
Detecting Anomalies and Congestion in IP Based Networks

Elisa M. Santos

Mixture Models for WWW Usage: Traffic
Modeling for CATV Networks

Dee Denteneer, Verus Pronk

Updating Timing Profiles for Millions
of Customers in Real-Time

Diane Lambert, Jose C. Pinheiro, Don X. Sun

Data Mining on Time Series: An Illustration
Using Fast Food Restaurant Franchise Data

Lon-Mu Liu, S. Bhattacharyya, S. L. Sclove, R. Chen, W.
J. Lattyak

Redesigning Tables and Graphics for
Federal Statistical Agencies

Daniel B. Carr

Remote Medical Evaluation and Diagnostics:
A Testbed for Hypertensive Patient Monitoring

John Dumer, Timothy Hanratty, Barry Bodt, Mitchell Perry,
Sharon Carmody

Inner-Loop Statistics in Automated
Scientific Discovery from Massive Datasets

Andrew Moore

Current Approaches to Gene Chip Data
Analysis

Daniel Weaver

Preliminary Studies on Combining
Wavelet and Cluster Analysis for Gene Chip Data

William Shannon

The UC Irvine Knowledge Discovery
in Databases Archive

Stephen D. Bay, Dennis Kibler, Michael J, Pazzani, Padhraic
Smyth

An Interval Analysis Approach to
the EM Algorithm

Kevin Wright, William J. Kennedy

Fitting Mixed-Effects Models Using
Efficient EM-Type Algorithms

David van Dyk

Statistics and Models for Complex
Systems in Engineering and Biology

John Doyle

Measuring the Earth

David J. Hand

A Tutorial on Statistical Regularization
of Inverse Problems

Luis Tenorio

Velocity Estimation in Exploration
Geophysics: A Bootstrap Approach

Alberto Villarreal

Generalizing Wiener-Levinson Deconvolution

Luis Tenorio, Alberto Villarreal

Estimating the Influence of Random
Noise on Measured Travel Times

Albena Mateeva

The HIV Performance Measurement Perspective
from NYC, Framing the Clinical Context

Bruce Agins

Measuring and Improving Quality in
Managed Care: Some Statistical and Computing Issues

Randall K. Spoeri

Building Aggregate Health Care Quality
Scales

John Adams

Simulation in Models of Health Care
Quality

Karl Heiner, David Laws, David Walshaw

Casemix Adjustment of the National
CAHPS Benchmarking Data 1.0

Marc N. Elliott, Richard Swartz, John Adams, Ron D. Hays

Imputing Treatment Differences in
Meta-Analyses with Missing Data

I. Elaine Allen, Ingram Olkin

Using Advanced Modeling and Simulation
Technologies and Techniques in the Analysis of Defense

Colonel William Crain

The Joint Warfare System (JWARS):
A Tool to Improve Combat Simulation for Information Age Military

Lieutenant Colonel Daniel Maxwell

Improving Inventory Performance by
"Rightsizing" Inventory Reorder Points

Ron Fricker

Simulation Support and Army Resource
Decisions

Craig E. College

Modeling Support Infrastructure for
the Expeditionary Aerospace Force

Lionel Galway

Information and Knowledge Organization
to Support Modeling and Statistics in Defense

Yvonne Martinez

Systems Thinking in Supply Chain
Management

Charu Chandra

Planning Experiments with Computer
Models of Complex Phenomena

Leslie M. Moore, Bonnie Ray, Dennis R. Powell

Forecasting Methods for Supply Chain
Management

Bonnie Ray

River Network Scaling Laws: Deviations
and Fluctuations

Peter Dodds, Daniel Rothman

Quantitative Testing of Landform
Evolution Models

Garry Willgoose, Greg Hancock

Tectonic Deformation Estimation Using
Stream Gradients: Nonparametric Function Estimation from Difference Data Using
Splines and Conjugate Gradients,

Tim C. Hesterberg, Derek Stanford, Dorothy Merritts

Conjugate Gradient Methods for Large-Scale
Sparse Regression with Applications to Seismic Deformation Estimation

Derek Stanford

Hypothesis Tests in the Presence
of Spatial Correlation

Robert G. Downer

Statistical Issues in the Analysis
of Remotely Sensed Data as Pertains to Precision Agriculture

Patrick D. Gerard, David Evans, Michael Cox

Use of Spatial Statistics to Design
Sampling Plans for Monitoring Rust in Coffee Trees

Raúl E. Macchiavelli, Rocío del P. Rodriguez

Effect of Number of Seed Bulked when
Using the Multiple-Seed Procedure for Self-Pollinated Crops

James Beaver, Raúl E. Macchiavelli

Geostatistical Analysis of Spatial
Nutrient Data in A precision Agriculture Experiment

Bradley Tiffee and Robert G. Downer

Exploration and Estimation of North
American Climatological Data

James A. Shine, Paul F. Krause

Visualizing Abandoned Hazardous Waste
Sites in the United States

Carolyn K. Offutt

High-Dimensional Visualization Using
Continuous Conditioning

William C. Wojciechowski, David W. Scott

Graphical Techniques for the Exploration
of Functional Data

E. Neely Atkinson

Authenticating Vulnerability Measurements

Edward J. Wegman

2D Classification Trees

Hyunjoong Kim, Wei-Yin Loh

Statistical Analysis of Rhizosphere
Microbial Communities

Jayson D. Wilbur, Cindy H. Nakatsu, Sylvie M. Brouder,
R. W. Doerge

A Study of Faculty Equity Salary
Using Derived Data

Trong Wu

Use of Latent Variable Models in
Air Quality Monitoring

William F. Christensen, Stephan R. Sain

CCA: Canonical Correlation or Correspondence
Analysis? Which is Better for Analysis and Interpretation of Multivariate Data?

A. Dale Magoun, Linda Peyman

Penalized Score Equations and Penalized
GEE

Wenjiang J. Fu

Assessing Deformation in Glaciers

S. Huzurbazar

Demand Variation along the Supply
Chain

Nick T. Thomopoulos, Wayne E. Bancroft, Nick Z. Malham

Multiple Outlier Detection

David W. Scott

Parameter Selection for Constrained
Solutions to Ill-Posed Problems

Bert Rust

Optimal Algorithms for Unimodal Regression

Quentin Stout

Is Cross Validation the Best Approach
for Principal Component and Ridge Regression?

Roy E. Welsch

Case Studies of Normal Diagnostics
in Regression Using Recovered Errors

Donald R. Jensen, Donald E. Ramirez

Tree-Based Models for Fitting Stratified
Linear Regression Models

William Shannon, Maciej Faifer, Cezary Janikow

Inference about the Change-Points
in a Sequence of Random Vectors

A. K. Gupta, J. Chen

Detecting Change in Variance of Unequally
Spaced Time Series

Tze-San Lee, N. Hou

Dynamic Modeling of Spectral Density
Power Rhythms in All-Night Electroencephalograph (EEG)

Matthew R. Marler, J. Christian Gillin, Arlene Schlosser,
Hanspeter Landolt

Importance Bootstrap Resampling for
Proportional Hazards Regression

Kim-Ahn Do, Bradley M. Broom, Xuemei Wang

The Introduction of Local Spread
as a Measure of Non-Stationarity

Robert A. Hedges, Bruce W. Suter

Multivariate Time Series Analysis
in Principal Component Space

Joseph N. Ladalla

Sequential testing of Cox Proportional
Hazards Models

Victor D. Zurkowski

Scenario and Parametric Uncertainty
in GESAMAC: A Methodological Study in Nuclear Waste Disposal Risk

David Draper

A Probability Network for Water Quality
Modeling and Decision Support

Kenneth H. Reckhow, Mark E. Borsuk

Bayesian Assessment of Uncertainty
and Variability in Deterministic Environmental Exposure Models

Samantha Bates, Adrian Raftery

Environmental Modeling and Bayesian
Analysis for Assessing Human Health Impacts from Radioactive Contamination

Tom Stockton and Paul Black

Using Smoothing to Reconstruct the
Holocene Temperature in Lapland

Lasse Holmström, Panu Erästö, Petri Koistinen, Jan
Weckström, Atte Korhola

A Computational Geometry Approach
to Peeling and Outlier Detection

Giancarlo Ragozini

Applications of Deepest Regression

Mia Hubert, Stefan Van Aelst, Peter J. Rousseeuw

Quantifying the Effects of Noise
in Biogeochemical Models

Barbara Bailey, Scott Doney

The Selection of the Optimal Structure
of the Earth's Model for Forecasting the Main Physical Parameters

Alexander Dmitrievich Gorobets

Cost-Effective Uncertainty Analysis

Daniela Stoevska-Kojouharov

Statistical Quantification of Prediction
Error Associated with Computational Predictions

Robert G. Easterling, Marcey Abate

The Role of Statistical Methods in
Atmospheric Model Intercomparison Projects

Christiane Jablonowski

Confidence Bands in Nonparametric
Regression

David J. Cummins, Doug Nychka

Adjusting the Asymmetric Two Sample
t-Test

Sandy D. Balkin, Colin Mallows

The Wilson-Hilferty Transform is
Locally Saddlepoint

George R. Terrell

On Numerical Stability of MGF and
CF

Junhyo Kim

A Test for Symmetry about a Known
Median Based on a Runs Test

Alex Leonardo Rojas Peña, Jimmy A. Corzo Salamanca

Mining Evolutionary Data for Multidimensional
Scaling of Gene Measurements

Rida Moustafa, Edward J. Wegman

Efficient Nonparametric Estimation
of a Distribution Function

Reza Modarres

Large Sample One-Sample and Two-Sample
Tests for Average Incidence Rates

John J. Hsieh

How Should We Publish Data Analyses
in the Web Age?

Todd L. Graves

Geographic Aggregation Procedures
for data Disclosure Limitation

Ashish Sanil

Detecting Defection: Mining Massive
Data to Model ISP Customer Churn

Nandini Raghavan

A Case Study in Competing Risk Reliability
Analysis Using JMP Software

Bradley Jones

Reliability Data Analysis Using S-Plus

William Q. Meeker

Random Effects Survival Models for
Familial Data

Terry M. Therneau