Full Professor(heuristic)

Statistical Methods and Inference · Statistics and Probability

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h-index36
i10-index76
Publications270
Citations4,225

Grants

17 total · 4 active

NIH #P30ES007033

Data Sciences Core

Active
Amount
$200K–$300K
Period
1997-04-012031-03-31
PIs
1

NIH #P30AG066509

Data Management and Statistical Core

Active
Amount
$600K–$700K
Period
2020-06-012030-03-31
PIs
1

NIH #RF1AG090462

Statistical Machine Learning to Develop Connectome-Based Biomarkers of Alzheimer's Disease and Related Dementias

Active
Amount
$3M–$4M
Period
2025-09-012029-08-31
PIs
2

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All Grants

17 total · 4 active

NIH #P30ES007033

Data Sciences Core

Active
Amount
$200K–$300K
Period
1997-04-012031-03-31
PIs
1

NIH #P30AG066509

Data Management and Statistical Core

Active
Amount
$600K–$700K
Period
2020-06-012030-03-31
PIs
1

NIH #RF1AG090462

Statistical Machine Learning to Develop Connectome-Based Biomarkers of Alzheimer's Disease and Related Dementias

Active
Amount
$3M–$4M
Period
2025-09-012029-08-31
PIs
2

NIH #U01HG013177

Statistical Methods for Inferring Gene-Phenotype Associations Using Omic Data from Gene Knockout and Human Phenotype Studies

Active
Amount
$500K–$600K
Period
2023-09-222028-06-30
PIs
3

Awarded at FRED HUTCHINSON CANCER CENTER

NSF #2603618

CDS&E: Spectral Analysis of High-Dimensional Point Processes from Neuronal Spike Train Data

Amount
$200K–$300K
Period
2026-09-152029-08-31
PIs
2

NIH #U24HG011746

University of Washington (UW) Mendelian Genomics Data Coordinating Center

Amount
$2M–$3M
Period
2021-06-012026-03-31
PIs
2

NIH #R01GM133848

Novel Statistical Inference for Biomedical Big Data

Amount
$400K–$500K
Period
2020-09-052024-08-31
PIs
1

NSF #1722246

Statistical Methods for Discrete-Valued High-Dimensional Time Series with Applications to Neuroscience

Amount
$300K–$400K
Period
2017-08-012021-07-31
PIs
1

NSF #1561814

Statistical Methods for Differential Network Biology with Applications to Aging

Amount
$1M–$2M
Period
2016-07-012021-06-30
PIs
3

NIH #R01HL141989

Systems Biology Analysis of Cardiac Electrical Activity and Arrhythmias.

Amount
$400K–$500K
Period
2019-05-012021-04-30
PIs
3

NIH #R01GM114029

Machine Learning Tools for Discovery and Analysis of Active Metabolic Pathways

Amount
$300K–$400K
Period
2016-04-012021-03-31
PIs
1

NIH #K01HL124050

Statistical Methods for Network-Based Integrative Analysis of CVD Epigenetic Data

Amount
$100K–$200K
Period
2015-12-152020-11-30
PIs
1

NIH #R03CA211160

Multi-group covariance estimation for metabolomic analysis with applications to neurodegenerative disease

Amount
$100K–$200K
Period
2016-09-152018-08-31
PIs
2

NSF #1161565

Collaborative Research: Statistical Methodology for Network Based Integrative Analysis of Omics Data

Amount
$300K–$400K
Period
2012-08-012017-07-31
PIs
1

NIH #R25EB020380

Summer Institute for Statistics of Big Data

Amount
$100K–$200K
Period
2014-09-292017-05-31
PIs
2

NIH #R13CA200282

17th IMS New Researchers Conference

Amount
<$100K
Period
2015-07-172016-06-30
PIs
2

NSF #1506255

17th IMS New Researchers Conference (IMS-NRC)

Amount
<$100K
Period
2015-06-152016-05-31
PIs
2

Recent Public Signals

  1. New preprint: Integrating Spatially Adjusted Protein Summaries for Survival Prediction in Spatial Proteomics2026-06-11
  2. New paper: Intraindividual cognitive variability predicts amyloid beta, tau PET, and dementia conversion in Down syndrome: a potential marker of cognitive resilience (Alzheimer s & Dementia)2026-06-01
  3. New NIH award: Statistical Machine Learning to Develop Connectome-Based Biomarkers of Alzheimer's Disease and Related Dementias2025-09-01

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Data Freshness

  • Publications as of 2026-07-09
  • Grants as of 2026-08-30

Data may not be current

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ORCID: 0000-0001-8846-3533

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