User profiles for Guangyu Tong

Guangyu Tong

Assistant Professor, Yale University
Verified email at yale.edu
Cited by 393

[HTML][HTML] ERP correlates of social conformity in a line judgment task

J Chen, Y Wu, G Tong, X Guan, X Zhou - BMC neuroscience, 2012 - Springer
Background Previous research showed that individuals have a natural tendency to conform
to others. This study investigated the temporal characteristics of neural processing involved …

PSweight: An R package for propensity score weighting analysis

T Zhou, G Tong, F Li, LE Thomas - arXiv preprint arXiv:2010.08893, 2020 - arxiv.org
Propensity score weighting is an important tool for comparative effectiveness research.Besides
the inverse probability of treatment weights (IPW), recent development has introduced a …

A scoping review described diversity in methods of randomization and reporting of baseline balance in stepped-wedge cluster randomized trials

…, JAP Macedo, Y Ouyang, M Ryan, G Tong… - Journal of clinical …, 2023 - Elsevier
Objectives In stepped-wedge cluster randomized trials (SW-CRTs), clusters are randomized
not to treatment and control arms but to sequences dictating the times of crossing from …

Long-term outcomes of childhood family income supplements on adult functioning

WE Copeland, G Tong, L Gaydosh, SN Hill… - JAMA …, 2022 - jamanetwork.com
Importance During an ongoing longitudinal cohort study, a casino opening created a natural
cash transfer experiment. Some participating families received income supplements, and …

Sample size considerations for assessing treatment effect heterogeneity in randomized trials with heterogeneous intracluster correlations and variances

G Tong, M Taljaard, F Li - Statistics in Medicine, 2023 - Wiley Online Library
An important consideration in the design and analysis of randomized trials is the need to
account for outcome observations being positively correlated within groups or clusters. Two …

Meta-analysis in sociological research: Power and heterogeneity

G Tong, G Guo - Sociological Methods & Research, 2022 - journals.sagepub.com
Meta-analysis is a statistical method that combines quantitative findings from previous studies.
It has been increasingly used to obtain more credible results in a wide range of scientific …

Accounting for unequal cluster sizes in designing cluster randomized trials to detect treatment effect heterogeneity

G Tong, D Esserman, F Li - Statistics in medicine, 2022 - Wiley Online Library
Unequal cluster sizes are common in cluster randomized trials (CRTs). While there are a
number of previous investigations studying the impact of unequal cluster sizes on the power for …

Sample size estimation for modified Poisson analysis of cluster randomized trials with a binary outcome

F Li, G Tong - Statistical Methods in Medical Research, 2021 - journals.sagepub.com
The modified Poisson regression coupled with a robust sandwich variance has become a
viable alternative to log-binomial regression for estimating the marginal relative risk in cluster …

Violent experiences and patterns of firearm ownership from childhood to young adulthood

JC Sivaraman, G Tong, M Easter, J Swanson… - JAMA network …, 2023 - jamanetwork.com
Importance Young adults in their 20s are at high relative risk for self- and other-directed firearm
injury, but little is known about gun access patterns for this group. Objective To describe …

Sample size and power considerations for cluster randomized trials with count outcomes subject to right truncation

F Li, G Tong - Biometrical Journal, 2021 - Wiley Online Library
Cluster randomized trials (CRTs) are widely used in epidemiological and public health
studies assessing population‐level effect of group‐based interventions. One important …