2005 to 2009 Preprints | Publications

Zhuowen Tu, Songfeng Zheng, Alan L. Yuille, Allan L. Reiss, Rebecca A. Dutton, Agatha D. Lee, Albert M. Galaburda, Ivo Dinov, Paul M. Thompson, and Arthur W. Toga

Bayesian Models of Judgments of Causal Strength: A Comparison

Hongjing Lu Alan L. Yuille, Mimi Liljeholm, Patricia W. Cheng, and Keith J. Holyoak

Correspondence Analysis of Archeological Abundance Matrices

Jan De Leeuw

Coupling Hidden Markov Models for the Discovery of Cis-Regulatory Modules in Multiple Species

Qing Zhou, Wing Hung Wong

Derivatives of Generalized Eigen Systems with Applications

Jan De Leeuw

Description of Earthquake Aftershock Sequences Using Prototype Point Patterns

Frederic Paik Schoenberg, Katherine E. Tranbarger

Detecting Object Boundaries Using Low-, Mid-, and High-level Information

Songfeng Zheng, Zhuowen Tu, and Alan L. Yuille

Detection and Segmentation of Pathological Structures by the Extended Graph-Shifts Algorithm

Jason J. Corso, Alan Yuille, Nancy L. Sicotte, and Arthur Toga

Enhancing the Teaching of Statistics: Portfolio Theory, an Application of Statistics in Finance

Nicolas Christou

Estimating the Homeless Population in Los Angeles: An Application of Cost-Sensitive Stochastic Gradient Boosting

Brian Kriegler, Richard Berk

Homogeneity Analysis in R: The Package Homals

Jan De Leeuw Patrick Mair

Introduction to a Diagnostic Approach for Point Processes Based on Weighted Second-Order Statistics

Giada Adelfio Frederic Paik Schoenberg

Kernel Regression of Directional Data with Application to Wind and Wildfire Data in Los Angeles County, California

Haiyong Xu, Frederic Paik Schoenberg

Ozone Standard Exceedance Days in the South San Joaquin Valley

Jan De Leeuw, Shuojun Wang

Santa Barbara Ambulance Response for 2006: Performance under load

Joshua Chang, Frederic Paik Schoenberg

Segmentation of Sub-Cortical Structures by the Graph-Shifts Algorithm

Jason J. Corso, Zhuowen Tu, Alan Yuille, and Arthur Toga

Simple and Canonical Correspondence Analysis Using the R Package anacor

Jan De Leeuw, Patrick Mair

The Distribution of Voronoi Cells Generated by Southern California Earthquake Epicenters

Frederic Paik Schoenberg, Christopher Barr, and Jungju Seo

The Noisy-Logical Distribution and its Application to Causal Inference

Alan Yuille, Hongjing Lu

Two Simple Approximations to the Distributions of Quadratic Forms

Ke-Hai Yuan, Peter M. Bentler

Unsupervised Learning of Object Deformation Models

Iasonas Kokkinos, Alan Yuille

Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing

Long Zhu, Yuanhao Chen, and Alan Yuille

A Complementary Design Theory for Doubling

Hongquan Xu, Ching-Shui Cheng

A Decomposition Method for Weighted Least Squares Low-rank Approximation of Symmetric Matrices

Jan De Leeuw

A Learning Based Algorithm for Automatic Extraction of the Cortical Sulci

Songfeng Zheng Zhuowen Tu, Alan L. Yuille, Allan L. Reiss, Rebecca A. Dutton, Agatha D. Lee, Albert M. Galaburda, Paul M. Thompson, Ivo Dinov, and Arthur W. Toga

A Note on the Separability of Multidimensional Point Processes with Covariates

Frederic Paik Schoenberg

A Primer on Probabilistic Inference

Thomas L Griffiths, Alan Yuille

Accelerated Least Squares Multidimensional Scaling

Jan De Leeuw

Assessment of the Pedagogical Utilization of the Statistics Online Computational Resource in Introductory Probability Courses: a Quasi-Experiment

Ivo Dinov, Juana Sanchez

Bottom-Up & Top-Down Object Detection using Primal Sketch Features and Graphical Models

Iasonas Kokkinos Petros Maragos, and Alan Yuille

Clustering in the Biotechnology Industry v2

Frederic Paik Schoenberg

Distance-Based Transformations of Biplots

Jan De Leeuw

Efficient Coding of Visual Scenes by Grouping and Segmentation: Theoretical Predictions and Biological Evidence

Tai Sing Lee, Alan Yuille

Estimation of Space-time Branching Process Models in Seismology using an EM-type Algorithm

Alejandro Veen, Frederic Paik Schoenberg

Examining the Effectiveness of Blended Instruction on Teaching Introductory Statistics

Mahtash Esfandiari, Christopher Barr, and Adam Sugano

Geometric Representation of Multivariate Data Frames

Jan De Leeuw

Gifi goes Logistic

Jan De Leeuw

Goodness-of-fit Assessment of Point Process Models Based on <i>K</i>-function Variants

Alejandro Veen Frederic Paik Schoenberg

Introduction to Teaching Statistics at the Community Colleges

Jacquelina Decosta, Mahtash Esfandiari

Majorization Algorithms for Logit, Probit, and Tobit Models

Jan De Leeuw

Model Close Match as a Criterion for Structured Model Comparison and Its Robust Statistical Tests

Libo Li, Peter M. Bentler

Modeling Causal Learning Using Bayesian Generic Priors on Generative and Preventive Powers

Hongjing Lu Alan Yuille, Mimi Lijieholm, Patrica W. Cheng, and Keith J. Holyoak

Multilevel Segmentation and Integrated Bayesian Model Classification with an Application to Brain Tumor Segmentation

Jason Corso Eitan Sharon and Alan Yuille

Multinormal Maximum Likelihood with a Covariance Bound

Jan De Leeuw

On Degenerate Nonmetric Unfolding Solutions

Jan De Leeuw

Predicting Weather Regime Transitions in Northern Hemisphere Datasets

D. Kondrashov J. Shen, R. Berk, F. D'Andrea, and M. Ghil

Principal Component Analysis of Categorical Data, with Applications to Roll-Call Analysis

Jan De Leeuw, Jeffrey Lewis

Probabilistic Models of Cognition: Conceptual Foundations

Nick Carter, Joshua B. Tenenbaum, and Alan Yuille

Probabilistic Models of Cognition: Where Next?

Nick Carter, Joshua B. Tenenbaum, and Alan Yuille

Pseudo-Voronoi Diagrams for Multicategory Exponential Representations

Jan De Leeuw

R in Psychometrics and Psychometrics in R

Jan De Leeuw

Random Coefficient Models for Multilevel Analysis

Jan De Leeuw, Ita Kreft

Robust Statistical Tests for Evaluating the Hypothesis of Close Fit of Misspecified Mean and Covariance Structural Models

Libo Li, Peter M. Bentler

SOCRE: Statistics Online Computational Resource for Education

Ivo Dinov, Annie Che, and Jennie Cui

Sharp Quadratic Majorization in One Dimension

Jan De Leeuw

Some Majorization Techniques

Jan De Leeuw

Statistical Inference and Meta-Analysis

Richard Berk

Technical Introduction: A Primer on Probabilistic Inference

Thomas L. Griffiths, Alan Yuille

The Perceived Motion of a Sterokinetic Stimulus

Bas Rokers, Alan Yuille, and Zili Liu

Vision as Bayesian Inference: Analysis by Synthesis?

Alan Yuille, Daniel Kersten

Volume Measures for Linkage Disequilibrium

Yuguo Chen, Chia-Ho Lin, and Chiara Sabatti

A Generative Model of Human Hair for Hair Sketching

Hong Chen, Song Chun Zhu

A Hierarchical Compositional System for Rapid Object Detection

Long Zhu, Alan Yuille

A Random-effects Markov Transition Model for Poisson-distributed Repeated Measures with Nonignorable Missing Values

Jinhui Li Xiaowei, Yingnian Wu, and Steven Shoptaw

A Time-Efficient Cascade for Real-Time Object Detection: With applications for the visually impaired

X. Chen, A.L. Yuille

An Instructor and Two Teaching Assistants Share Their Experiences with Blended Instruction

Mahtash Esfandiari, Ching-Ti Liu, and Mike Choe

An Introduction to Ensemble Methods for Data Analysis (April 2005 Revision)

Richard A. Berk

Applications of Convex Analysis to Multidimensional Scaling

Jan de Leeuw

Assessing Spatial Point Process Models Using Weighted K-functions: Analysis of California Earthquakes

Alejandro Veen, Frederic Paik Schoenberg

Augmented Rescorla-Wagner and Maximum Likelihood Estimation

Alan Yuille

Bayesian Gaussian Mixture Models for High Density Genotyping Arrays

Chiara Sabatti, Kenneth Lange

Bayesian Sparse Hidden Components Analysis for Transcription Regulation Networks

Chiara Sabatti, Gareth James

Blocked Regular Fractional Factorial Designs With Minimum Aberration

Hongquan Xu

Bottom-Up/Top-Down Image Parsing with Attribute Grammar

Feng Han, Song-Chun Zhu

Building a Statistics Department

Jan de Leeuw

ChIP-chip: Data, Model, and Analysis

Ming Zheng, Leah O. Barrera, Bing Ren, and Ying Nian Wu

Cloth Representation by Shape from Shading

Feng Han, Song-Chun Zhu

Counting the Homeless in Los Angeles County

Richard Berk, Brian Kriegler, and Donald Ylvisaker

Diagnostics for Linear Models With Functional Responses

Qing Shen, Hongquan Xu

Empirical Bayes Estimation of a Sparse Vector of Gene Expression Changes

Stephen Erickson, Chiara Sabatti

Forecasting Dangerous Inmate Misconduct: An Applications of Ensemble Statistical Procedures

Richard A. Berk, Brian Kriegler, and Jong-Ho Baek

Functional Regression Analysis using an F Test for Longitudinal Data with Large Numbers of Repeated Measures

Xiaowei Yang, Qing Shen, Hongquan Xu, and Steven Shoptaw

Gifi Goes Logistic: SCASA 2005 Keynote

Jan de Leeuw

Ideal Observers for Detecting Human Motion: Correspondence Noise

HongJing Lo, Alan Yuille

Ideal Observers for Detecting Motion: Correspondence Noise

Hongjing Lu, Alan Yuille

Image Parsing: Unifying Segmentation, Detection, and Recognition

Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, and Song-Chun Zhu

Inferring Genomic Loss and Location of Tumor Suppressor Genes from High Density Genotypes

Hui Wang, and Yohan Lee, Stanley Nelson, and Chiara Sabatti

Knowing When to Fold 'Em: An Essay on Evaluating the Impact of CEASEFIRE, COMSTAT, and EXILE

Richard A. Berk

Majorizing Logit Loss Functions for the Multidimensional Representation of Categorical Data

Jan de Leeuw

Models and Techniques

Jan de Leeuw

Models of Data

Jan de Leeuw

Multiple Partial Imputation for Longitudinal Data with Missing Values in Clinical Trials

Xiaowei Yang, Jinhui Li, and Steven Shoptaw

Multivariate Analysis with Optimal Scaling

Jan de Leeuw

Nonlinear Principal Component Analysis

Jan de Leeuw

Nonlinear Principal Component Analysis and Related Techniques

Jan de Leeuw

Perceptual Scale-Space and Its Application

Yizhou Wang, Siavosh Bahrami, and Song-Chun Zhu

Primal Sketch: Integrating Texture and Structure

Cheng-en Guo, Song-Chun Zhu, and Ying Nian Wu

Principal Component Analysis of Senate Voting Patterns

Jan de Leeuw

Quadratic and Cubic Majorization

Jan De Leeuw

Reconstructing Ancestral Haplotypes with a Dictionary Model

Kristin L. Ayers, Chiara Sabatti, and Kenneth Lange

Review of An R and S-PLUS Companion to Multivariate Analysis

Jan de Leeuw

Review of Correspondence Analysis and Data Coding with Java and R

Jan de Leeuw

Review of Modern Multidimensional Scaling: Theory and Applications (Second Edition)

Jan de Leeuw

Selection Models with Augmented Gibbs Samplers for Continuous Repeated Measures with Nonignorable Dropout

Xiaowei Yang, Jinhui Li

Statistical Learning Procedures for Monitoring Regulatory Compliance: An Application to Fisheries Data

Cleridy E. Lennert-Cody, Richard A. Berk

The Convergence of Contrastive Divergences

Alan Yuille

The DLR Hierarchy of Approximate Inference

Michael Rosen-Zvi, Michael I. Jordan, and Alan L. Yuille

The Obsidian Blade Sequence at El Ujuxte, a Late Preclassic Site on the South Coast of Guatemala

C. Roger Nance, Jan De Leeuw

The Rescorla-Wagner Algorithm and Maximum Likelihood Estimation of Causal Parameters

Alan Yuille

Weather Regime Prediction Using Statistical Learning

A. Deloncle, R. Berk, F. D'Andrea, and M. Ghil