palsr: Projected Actor Locations for Spatial Interaction Modeling
Implements the Projected Actor Locations (PALS) method for spatial
modeling of dyadic interactions between geographically mobile actors, as
described in Kim, Liu and Desmarais (2023) <doi:10.1017/psrm.2022.6>. PALS
applies exponential-smoothing weights to the spatiotemporal histories of a
focal actor and its interaction partners ("alters") to project the location
of future interactions. The package provides projection, maximum-similarity
parameter estimation by minimizing great-circle (Haversine) prediction error,
nonparametric bootstrap with multiple-imputation (Rubin's Rules) pooling,
dyadic distance covariate construction, visualization, and a simulated
example dataset of subnational conflict.
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