29 citations · 33 across the 4 of their papers we have counts for
6 papers
The Age-Period-Cohort-Interaction Model for Describing and Investigating Inter-Cohort Deviations and Intra-Cohort Life-Course Dynamics
Liying Luo, James Hodges
Social scientists have frequently sought to understand the distinct effects of age, period, and cohort, but disaggregation of the three dimensions is difficult because cohort = per…
Statistical methods research done as science rather than mathematics
James S. Hodges
This paper is about how we study statistical methods. As an example, it uses the random regressions model, in which the intercept and slope of cluster-specific regression lines are…
Constraints in Random Effects Age-Period-Cohort Models
Liying Luo, James S. Hodges
Random effects (RE) models have been widely used to study the contextual effects of structures such as neighborhood or school. The RE approach has recently been applied to age-peri…
Toward a diagnostic toolkit for linear models with Gaussian-process distributed random effects
Maitreyee Bose, James S. Hodges, Sudipto Banerjee
Gaussian processes (GPs) are widely used as distributions of random effects in linear mixed models, which are fit using the restricted likelihood or the closely-related Bayesian an…
Spatial disease mapping using Directed Acyclic Graph Auto-Regressive (DAGAR) models
Abhirup Datta, Sudipto Banerjee, James S. Hodges
Hierarchical models for regionally aggregated disease incidence data commonly involve region specific latent random effects that are modeled jointly as having a multivariate Gaussi…
Smoothed ANOVA with spatial effects as a competitor to MCAR in multivariate spatial smoothing
Yufen Zhang, James S. Hodges, Sudipto Banerjee
Rapid developments in geographical information systems (GIS) continue to generate interest in analyzing complex spatial datasets. One area of activity is in creating smoothed disea…