Ashley I. Naimi

MathematicsMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 6%percentile

0.221Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Understanding Typology of Preexposure Prophylaxis (PrEP) Persistence Trajectories Among Male PrEP Users in the United States

Open Forum Infectious Diseases(2024)10.1093/ofid/ofae584

Top 63%

0.221DataRank

Top 63%3 citations

Junlan Zhou, Heather Kirkham, Edward A Witt, Samuel M. Jenness, Kristin M. Wall +3 more

Papers

Driven by 39 papers — median percentile 37. Top paper: “Use of Machine Learning to Estimate the Per-Protocol Effect of Low-Dose Aspirin on Pregnancy Outcomes”.

Use of Machine Learning to Estimate the Per-Protocol Effect of Low-Dose Aspirin on Pregnancy Outcomes

International Journal of Advanced Science and Technology(2022)10.1001/jamanetworkopen.2021.43414

N/A

12.1DataRank · unranked

178 citations

Maria M. Brooks, Edward H. Kennedy, Lisa M. Bodnar, Ashley I. Naimi, Yongqi Zhong

Defining and Identifying Average Treatment Effects

American Journal of Epidemiology(2023)10.1093/aje/kwad012

N/A

0.524DataRank · unranked

32 citations

Brian W. Whitcomb, Ashley I. Naimi

Defining, Quantifying, and Interpreting “Noncollapsibility” in Epidemiologic Studies of Measures of “Effect”

American Journal of Epidemiology(2020)10.1093/aje/kwaa267

N/A

0.489DataRank · unranked

25 citations

Ashley I. Naimi, Brian W. Whitcomb

Equal Weighting of the Healthy Eating Index–2010 Components May Not be Appropriate for Pregnancy

The Journal of Nutrition(2022)10.1093/jn/nxac120

N/A

0.449DataRank · unranked

19 citations

Ashley I. Naimi, Sharon I. Kirkpatrick, Lisa M. Bodnar, Julie M. Petersen

Longitudinal profiles of neighborhood socioeconomic vulnerability influence blood pressure changes across the female midlife period

Health & Place(2023)10.1016/j.healthplace.2023.103033

N/A

0.345DataRank · unranked

9 citations

Christina Mair, Emma Barinas‐Mitchell, Maria M. Brooks, Dara D. Méndez, Ashley I. Naimi +5 more

Understanding Typology of Preexposure Prophylaxis (PrEP) Persistence Trajectories Among Male PrEP Users in the United States

Open Forum Infectious Diseases(2024)10.1093/ofid/ofae584

Top 63%

0.221DataRank

Top 63%3 citations

Junlan Zhou, Heather Kirkham, Edward A Witt, Samuel M. Jenness, Kristin M. Wall +3 more

Defining and identifying local average treatment effects

American Journal of Epidemiology(2024)10.1093/aje/kwae009

N/A

0.208DataRank · unranked

3 citations

Brian W. Whitcomb, Ashley I. Naimi

Disordered Eating Behaviors During Adolescence and Risk of Polycystic Ovary Syndrome: A Prospective Cohort Study

The Journal of Clinical Endocrinology & Metabolism(2025)10.1210/clinem/dgaf609

N/A

0.165DataRank · unranked

2 citations

Ashley I. Naimi, Kendrin R. Sonneville, Jorge E. Chavarro, Penelope P. Howards, Audrey J. Gaskins +1 more

AIPW: An R Package for Augmented Inverse Probability–Weighted Estimation of Average Causal Effects

American Journal of Epidemiology(2021)10.1093/aje/kwab207

N/A

0DataRank · unranked

57 citations

Edward H. Kennedy, Lisa M. Bodnar, Ashley I. Naimi, Yongqi Zhong

The Role of the Natural Course in Causal Analysis

American Journal of Epidemiology(2021)10.1093/aje/kwab248

N/A

0DataRank · unranked

21 citations

Abigail R. Cartus, Lisa M. Bodnar, Enrique F. Schisterman, Ashley I. Naimi, Jacqueline E. Rudolph

Incremental Propensity Score Effects for Time-fixed Exposures

Epidemiology(2021)10.1097/ede.0000000000001315

N/A

0DataRank · unranked

16 citations

Jacqueline E. Rudolph, Edward H. Kennedy, Abigail R. Cartus, Sharon I. Kirkpatrick, David M. Haas +3 more

Challenges in Obtaining Valid Causal Effect Estimates With Machine Learning Algorithms

American Journal of Epidemiology(2021)10.1093/aje/kwab201

N/A

0DataRank · unranked

15 citations

Alan Mishler, Edward H. Kennedy, Ashley I. Naimi

Performance Evaluation of Parametric and Nonparametric Methods When Assessing Effect Measure Modification

American Journal of Epidemiology(2021)10.1093/aje/kwab220

N/A

0DataRank · unranked

12 citations

Lisa M. Bodnar, Maria M. Brooks, Abdus S. Wahed, Edward H. Kennedy, Enrique F. Schisterman +2 more

SIMULATION IN PRACTICE: THE BALANCING INTERCEPT

American Journal of Epidemiology(2021)10.1093/aje/kwab039

N/A

0DataRank · unranked

3 citations

Jessie K. Edwards, Ashley I. Naimi, Daniel Westreich, Jacqueline E. Rudolph

Estimation of the Average Causal Effect in Longitudinal Data With Time-Varying Exposures: The Challenge of Nonpositivity and the Impact of Model Flexibility

American Journal of Epidemiology(2022)10.1093/aje/kwac136

N/A

0DataRank · unranked

16 citations

David Benkeser, Edward H. Kennedy, Enrique F. Schisterman, Ashley I. Naimi, Jacqueline E. Rudolph

Use of a Doubly Robust Machine-Learning–Based Approach to Evaluate Body Mass Index as a Modifier of the Association Between Fruit and Vegetable Intake and Preeclampsia

American Journal of Epidemiology(2022)10.1093/aje/kwac062

N/A

0DataRank · unranked

15 citations

Abigail R. Cartus, Edward H. Kennedy, Sharon I. Kirkpatrick, Sara M. Parisi, Katherine P. Himes +8 more

Sexually transmitted infections and risk of hypertensive disorders of pregnancy

Scientific Reports(2022)10.1038/s41598-022-17989-0

N/A

0DataRank · unranked

9 citations

Ashley V. Hill, Maria Perez‐Patron, Catherine L. Haggerty, Enrique F. Schisterman, Ashley I. Naimi +3 more

Vaginal bleeding and nausea in early pregnancy as predictors of clinical pregnancy loss

American Journal of Obstetrics and Gynecology(2020)10.1016/j.ajog.2020.04.002

N/A

0DataRank · unranked

20 citations

Ashley I. Naimi, Sunni L. Mumford, Neil J. Perkins, Lindsey A. Sjaarda, Jessica R. Zolton +3 more

Interaction in Theory and in Practice: Evaluating Combinations of Exposures in Epidemiologic Research

American Journal of Epidemiology(2023)10.1093/aje/kwad034

N/A

0DataRank · unranked

8 citations

Ashley I. Naimi, Brian W. Whitcomb

Simple Approaches for Dealing With Correlated Data

American Journal of Epidemiology(2023)10.1093/aje/kwac221

N/A

0DataRank · unranked

6 citations

Brian W. Whitcomb, Ashley I. Naimi

Racial Differences in Fatal Out-of-Hospital Coronary Heart Disease and the Role of Income in the Atherosclerosis Risk in Communities Cohort Study (1987 to 2017)

The American Journal of Cardiology(2023)10.1016/j.amjcard.2023.01.042

N/A

0DataRank · unranked

5 citations

Álvaro Alonso, Wayne D. Rosamond, Cameron Guild, Kenneth R. Butler, Mohammed K. Ali +4 more

Use of SGLT2i and ARNi in patients with atrial fibrillation and heart failure in 2021-2022: an analysis of real-world data

medRxiv(2023)10.1101/2023.09.08.23295280

N/A

0DataRank · unranked

3 citations

Alanna A. Morris, Ashley I. Naimi, Aniqa B. Alam, Linzi Li, Vinita Subramanya +3 more

The Metropolis algorithm: A useful tool for epidemiologists

arXiv (Cornell University)(2023)10.48550/arxiv.2306.16188

N/A

0DataRank · unranked

0 citations

Jessie K. Edwards, Ashley I. Naimi, Stephen R. Cole, Alexander P. Keil

Pseudo-random Number Generator Influences on Average Treatment Effect Estimates Obtained with Machine Learning

Epidemiology(2024)10.1097/ede.0000000000001785

N/A

0DataRank · unranked

9 citations

Ya‐Hui Yu, Lisa M. Bodnar, Ashley I. Naimi

Periconceptional Dietary Quality and Metabolic Syndrome at 3 Years Postpartum

Journal of the American Heart Association(2024)10.1161/jaha.124.035555

N/A

0DataRank · unranked

5 citations

Qianhui Jin, Ashley I. Naimi, Hyagriv N. Simhan, Janet M. Catov, Sara M. Parisi +2 more

Longitudinal Exposure to Neighborhood Concentrated Poverty Contributes to Differences in Adiposity in Midlife Women

Journal of Women s Health(2024)10.1089/jwh.2023.1156

N/A

0DataRank · unranked

3 citations

Emma Barinas‐Mitchell, Maria M. Brooks, Christina Mair, Dara D. Méndez, Ashley I. Naimi +4 more

Monte Carlo Integration in Simple and Complex Simulation Designs

arXiv (Cornell University)(2024)10.48550/arxiv.2406.15285

N/A

0DataRank · unranked

0 citations

David Benkeser, Jacqueline E. Rudolph, Ashley I. Naimi

Racial Differences in Fatal Out-of-Hospital Coronary Heart Disease and the Role of Income in the Atherosclerosis Risk in Communities Cohort Study (1987 to 2017)

UNC Libraries(2024)10.17615/paf0-2z90

N/A

0DataRank · unranked

0 citations

Álvaro Alonso, Wayne D. Rosamond, Cameron Guild, Ashley I. Naimi, Duygu İşlek +4 more

A primer on neural networks

American Journal of Epidemiology(2024)10.1093/aje/kwae380

N/A

0DataRank · unranked

0 citations

Ashley I. Naimi, Paul N. Zivich

Does Diet Quality Change from Periconception to 3 years Postpartum? Findings from a Large United States Cohort

Journal of Nutrition(2025)10.1016/j.tjnut.2025.09.007

N/A

0DataRank · unranked

0 citations

Sara M. Parisi, Sharon I. Kirkpatrick, Ashley I. Naimi, Lisa M. Bodnar, Qianhui Jin

Environmental Chemicals as Modifiers of the Association between Age and Ovarian Reserve

medRxiv(2025)10.64898/2025.12.09.25341902

N/A

0DataRank · unranked

0 citations

Edward H. Kennedy, Ya‐Hui Yu, Russ Hauser, Lidia Mínguez‐Alarcón, Audrey J. Gaskins +1 more

A Simulation Study Comparing the Performance of Time-Varying Inverse Probability Weighting and G-Computation in Survival Analysis

American Journal of Epidemiology(2022)10.1093/aje/kwac162

N/A

0DataRank · unranked

4 citations

Enrique F. Schisterman, Ashley I. Naimi, Jacqueline E. Rudolph

Simulation as a Tool for Teaching and Learning Epidemiologic Methods

American Journal of Epidemiology(2020)10.1093/aje/kwaa232

N/A

0DataRank · unranked

17 citations

Matthew P. Fox, Ashley I. Naimi, Jacqueline E. Rudolph

Causal Inference in the Face of Competing Events

Current Epidemiology Reports(2020)10.1007/s40471-020-00240-7

N/A

0DataRank · unranked

21 citations

Catherine R. Lesko, Ashley I. Naimi, Jacqueline E. Rudolph

Hidden Imputations and the Kaplan-Meier Estimator

American Journal of Epidemiology(2020)10.1093/aje/kwaa086

N/A

0DataRank · unranked

16 citations

Jessie K. Edwards, Ashley I. Naimi, Álvaro Muñoz, Stephen R. Cole

Estimating the Effect of Cumulative Occupational Asbestos Exposure on Time to Lung Cancer Mortality: Using Structural Nested Failure-Time Models to Account for Healthy-Worker Survivor Bias

UNC Libraries(2020)10.17615/bnw8-sy34

N/A

0DataRank · unranked

5 citations

David B. Richardson, Michael G. Hudgens, Stephen R. Cole, Ashley I. Naimi

An Introduction to G Methods

UNC Libraries(2020)10.17615/7734-5891

N/A

0DataRank · unranked

0 citations

Ashley I. Naimi, Stephen R. Cole, Edward H. Kennedy

Assessing the component associations of the healthy worker survivor bias: occupational asbestos exposure and lung cancer mortality

UNC Libraries(2020)10.17615/qsrd-d929

N/A

0DataRank · unranked

0 citations

Stephen R. Cole, Michael G. Hudgens, Ashley I. Naimi, M. Alan Brookhart, David B. Richardson

A Comparison of Methods to Estimate the Hazard Ratio Under Conditions of Time-varying Confounding and Nonpositivity

UNC Libraries(2020)10.17615/gefw-5877

N/A

0DataRank · unranked

0 citations

Ashley I. Naimi, Stephen R. Cole, David B. Richardson, Daniel Westreich

Ashley I. Naimi

Indexed papers

Top data-sharing exemplar

Papers