Manuscript
|
Topics |
|
|
|
| Jointly Modeling
Continous and Binary Outcomes for Boolean Outcomes: An Application to
Modeling Hypertension |
GLMMs / sleep |
|
|
|
| On
the Merrits of Voxel Based Mophometric Path Analysis for Investigating
Volumetric Mediation of a Toxicant's Effect of Cognitive Function |
MRI / neuroimaging |
|
|
|
| An Overview of
Observational Sleep Research With Application to Sleep Transitioning |
Sleep |
|
|
|
| Relations of Brain Volumes
With Cognitive
Function in Males 45 Years and Older With Past Lead Exposure (with
Schwartz et al.) |
MRI / neuroimaging |
|
paper |
|
| A New Method to
Quantitatively Estimate Seminal
Vesicle and Prostate Gland Contributions to Ejaculate (with Hendrix et
al.) |
Pharmacology |
|
paper |
|
A Case Study in
Pharmacologic Imaging Using Principal Curves in
Single Photon Emission Computed Tomography (with Crainiceanu et
al.) |
SPECT/ Imaging |
code |
|
|
| Is MRI Based Volume
a Mediator of the Association of Cumulative Lead Dose With
Cognitive Function (with Schwartze et al.) |
MRI / epidemiology |
|
paper |
|
| A Bayesian
Hierarchical Framework for Spatial Modeling of fMRI Data (with Bowman
et al.) |
fMRI / Alzheimer's |
code
|
paper |
|
| Novel
Methods in
the Visualization of Transition
Phenomena (with Swihart et al.) |
Graphing/ Visualization |
code |
|
|
| Modified
Test
Statistics by Inter-Voxel Variance Shrinkage With an
Application to fMRI (with Su et al.) |
fMRI / multilevel models |
|
|
|
| Accounting
for
Within Patient Correlation in
Assessing Relative Sensitivity of an Adjunctive Diagnostic Test:
Application to
Lung Cancer (with Ryea and Scharfstein) |
Diagnostic testing |
|
paper |
|
| Are
Multilevel
Models Helpful in Screening for
Differentially Expressed Genes? (with Lu and Parmigiani) |
genomics / multilevel models |
|
|
|
| A
Mechanistic
Latent Variable Model for
Estimating Drug Concentrations in the Male Genital Tract (with Choi et
al.) |
Pharmacology / multilevel models |
|
paper |
|
| A Survey
of the
Likelihood Approach to
Bioequivalence (with Choi and Rohde) |
Pharmacology / likelihood methods |
|
|
|
| On the
Potential
for Ill-logic With Logically
Defined Outcomes (with Li and Scharfstein) |
Logical outcomes |
|
paper |
|
| Optimal
Sampling
Times in Bioequivalence Studies
Using a Simulated Annealing Algorithm (with Choi and Rohde) |
Pharmacology / computing |
|
paper |
|
| Flexible
Random
Intercept Models for Binary
Outcomes Using Mixtures of Normals (with An and Rohde) |
GLMMs /computing |
code |
paper |
notes |
| A
New Method to
Quantitatively Estimate Seminal
Vesicle and Prostate Gland Contributions to Ejaculate (with Hendrix et
al.) |
Pharmacology |
|
paper |
|
| Cigarette
Smoking and Sleep Disruption: Results
from the Sleep Heart Health Study (with Punjabi et al.) |
Sleep |
|
paper |
|
| Split
Ejaculate
Estimates of Seminal Vesicle and
Prostate Gland Marker Concentrations (with Hendrix et al.) |
Pharmacology |
|
paper |
|
| Fixed-width
Output Analysis for Markov Chain
Monte Carlo (with Jones et al.) |
MCMC |
|
paper |
|
| A
User-friendly
Tutorial on Link-probit-normal Models (with Griswold) |
GLMMs / computing |
code |
paper |
|
| Exact
Hypothesis
Tests for Log-linear Models
with exactLoglinTest |
Exact testing / computing / MCMC / Monte Carlo |
code |
paper |
notes |
| Familial
Risk
for Alzheimer’s Disease Alters
fMRI Activation Patterns: A Study
of
Asymptomatic Offspring (with Bassett et al.) |
fMRI / Alzheimer's |
|
paper |
|
| Ascent-based
MCEM (with Jank and Jones) |
EM / Monte Carlo / computing |
code |
paper |
|
| Examples
in which Misspecification of a Random Effects Distribution Reduces
Efficiency,
and Possible Remedies (with Agresti and Ohman) |
GLMMs / computing |
|
paper |
|
| Monte
Carlo
Conditional Inference for Log-linear
and Logistic Models: Survey of Current Methodology (with Booth) |
Exact testing / Monte Carlo / computing |
|
paper |
|
| Simulation-Based
P Values: Response to North et
al. (with Broman) |
P-value calculations / Monte Carlo |
|
paper |
|
| Empirical
Sup
Rejection Sampling (with Booth and Davison) |
Monte Carlo / computing |
|
paper |
|
| Unequal
Sampling
for Monte Carlo EM Algorithms (with Booth) |
EM / Monte Carlo / computing |
|
paper |
|
| Measures
of
Relative Model Fit (with Agresti) |
Likelihood / computing |
|
paper |
|
| Multinominal
Logit Random Effect Models (with Agresti and Hartzel) |
GLMMs / computing |
|
paper |
|
| A
Markov Chain
Monte Carlo Algorithm for
Approximating Exact Conditional Probabilities (with Booth) |
Exact testing / MCMC / computing |
|
paper |
|
| Simple
and
Effective Confidence Intervals for
Proportions and Differences of Proportions Result from Adding Two
Successes and
Two Failures (with Agresti) |
Confidence intervals |
|
paper |
|
| Random
Effects
Models for Categorical Data
(with Agresti et al.) |
GLMMs / computing |
|
paper |
|