Examining the indirect effect of park size on community health via crime risk in Alabama: A cross-sectional mediation model

Authors: Lee, Lewis H. ^a, Haque, Akhlaque ^b, Cui, Jinhong ^c, Smith, Adrian ^d, Mancus, Gibran ^e, Yi, Nengjun ^f, Yuen, Hon K. ^{g, ⁎}

Source: In Health and Place March 2025 92

The R Package BHAM: Fast and Scalable Bayesian Hierarchical Additive Model for High-dimensional Data

Authors: Guo, Boyi, Yi, Nengjun

Subject Terms: Statistics - Computation

Access URL: http://arxiv.org/abs/2207.02348

A scalable and flexible Cox proportional hazards model for high-dimensional survival prediction and functional selection

Authors: Guo, Boyi, Yi, Nengjun

Subject Terms: Statistics - Methodology, Statistics - Computation

Access URL: http://arxiv.org/abs/2205.11600

Spike-and-Slab LASSO Generalized Additive Models and Scalable Algorithms for High-Dimensional Data Analysis

Authors: Guo, Boyi, Jaeger, Byron C., Rahman, A. K. M. Fazlur, Long, D. Leann, Yi, Nengjun

Subject Terms: Statistics - Methodology, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2110.14449

Cardiometabolic Disease Staging and Major Adverse Cardiovascular Event Prediction in 2 Prospective Cohorts

Authors: Howell, Carrie R., Zhang, Li, Mehta, Tapan, Wilkinson, Lua, Carson, April P., Levitan, Emily B., Cherrington, Andrea L., Yi, Nengjun, Garvey, W. Timothy

Source: In JACC: Advances April 2024 3(4)

Birth weight moderates the association between obesity and mortality rate

Authors: Pavela, Gregory, Yi, Nengjun, Mestre, Luis, Xun, Pengcheng, Allison, David B.

Source: Annals of epidemiology. 82:26-32

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100191483763.0x000001&indx=1&recIds=ETOCvdc_100191483763.0x000001

The spike-and-slab lasso and scalable algorithm to accommodate multinomial outcomes in variable selection problems.

Authors: Leach, Justin M.¹ (AUTHOR) jleach@uab.edu, Yi, Nengjun¹ (AUTHOR), Aban, Inmaculada¹ (AUTHOR)

Source: Journal of Applied Statistics. Sep2024, Vol. 51 Issue 11, p2039-2061. 23p.

Subject Terms: *Distribution (Probability theory), *Parameter estimation, *Algorithms, Generalization, Mixtures, Expectation-maximization algorithms

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Rationale and study protocol for a randomized controlled feeding study to determine the structural- and functional-level effects of diet-specific interventions on the gut microbiota of non-Hispanic black and white adults

Authors: Carson, Tiffany L., Buro, Acadia W., Miller, Darci, Peña, Alissa, Ard, Jamy D., Lampe, Johanna W., Yi, Nengjun, Lefkowitz, Elliot, William, Van Der Pol, Morrow, Casey, Wilson, Landon, Barnes, Stephen, Demark-Wahnefried, Wendy

Source: In Contemporary Clinical Trials December 2022 123

Maternal soybean diet on prevention of obesity-related breast cancer through early-life gut microbiome and epigenetic regulation

Authors: Chen, Min, Li, Shizhao, Arora, Itika, Yi, Nengjun, Sharma, Manvi, Li, Zhenhai, Tollefsbol, Trygve O., Li, Yuanyuan

Source: In The Journal of Nutritional Biochemistry December 2022 110

Race Versus Social Determinants of Health in COVID-19 Hospitalization Prediction

Authors: Howell, Carrie R., Zhang, Li, Yi, Nengjun, Mehta, Tapan, Garvey, W. Timothy, Cherrington, Andrea L.

Source: American journal of preventive medicine. 63(1):S103-S108

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100164179256.0x000001&indx=1&recIds=ETOCvdc_100164179256.0x000001

Diet Quality and the Gut Microbiota in Women Living in Alabama

Authors: Little, Rebecca B., Murillo, Anarina L., Van Der Pol, William J., Lefkowitz, Elliot J., Morrow, Casey D., Yi, Nengjun, Carson, Tiffany L.

Source: American journal of preventive medicine. 63(1):S37-S46

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100164179238.0x000001&indx=1&recIds=ETOCvdc_100164179238.0x000001

Mother‐child cardiometabolic health 4–10 years after pregnancy complicated by obesity with and without gestational diabetes

Authors: Martin, Samantha L., Zhang, Li, Callahan, Makenzie L., Bahorski, Jessica, Lewis, Cora E., Hidalgo, Bertha A., Durant, Nefertiti, Harper, Lorie M., Battarbee, Ashley N., Habegger, Kirk, Moore, Bethany A., Everett, Alysha, Aslibekyan, Stella, Sertie, Rogerio, Yi, Nengjun, Garvey, W. Timothy, Chandler‐Laney, Paula

Source: Obesity science and practice. 8(5):627-640

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100162533686.0x000001&indx=1&recIds=ETOCvdc_100162533686.0x000001

Associations between cardiometabolic disease severity, social determinants of health (SDoH), and poor COVID‐19 outcomes

Authors: Howell, Carrie R., Zhang, Li, Yi, Nengjun, Mehta, Tapan, Cherrington, Andrea L., Garvey, W. Timothy

Source: Obesity. 30(7):1483-1494

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100154841376.0x000001&indx=1&recIds=ETOCvdc_100154841376.0x000001

Spike‐and‐slab least absolute shrinkage and selection operator generalized additive models and scalable algorithms for high‐dimensional data analysis

Authors: Guo, Boyi, Jaeger, Byron C., Rahman, A. K. M. Fazlur, Long, D. Leann, Yi, Nengjun

Source: Statistics in medicine. 41(20):3899-3914

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100159003361.0x000001&indx=1&recIds=ETOCvdc_100159003361.0x000001

Incorporating spatial structure into inclusion probabilities for Bayesian variable selection in generalized linear models with the spike-and-slab elastic net

Authors: Leach, Justin M., Aban, Inmaculada, Yi, Nengjun

Source: Journal of statistical planning and inference. 217:141-152

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100143620818.0x000001&indx=1&recIds=ETOCvdc_100143620818.0x000001

The associations between relative and absolute body mass index with mortality rate based on predictions from stigma theory

Authors: Pavela, Gregory, Yi, Nengjun, Mestre, Luis M., Lartey, Stella, Xun, Pengcheng, Allison, David B.

Source: In SSM - Population Health September 2022 19

Bronchopulmonary dysplasia is associated with reduced oral nitrate reductase activity in extremely preterm infants

Authors: Gentle, Samuel J., Ahmed, Khandaker A., Yi, Nengjun, Morrow, Casey D., Ambalavanan, Namasivayam, Lal, Charitharth V., Patel, Rakesh P.

Source: In Redox Biology January 2021 38