Causal Inference with Spatio-Temporal Data


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Documentation for package ‘geocausal’ version 0.1.0

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airstrikes airstrikes
airstrikes_base airstrikes_base
conv_owin_into_sf Convert windows into sf objects
get_base_dens Get baseline densities
get_base_sum Summarize baseline densities
get_causal_cont Generate a figure with causal contrasts
get_cf_dens Get counterfactual densities
get_cf_sum_log_intens Calculate the log counterfactual densities
get_dist_based_exp Get the expectation of treatment events with arbitrary distances
get_dist_focus Get distance maps
get_dist_line Get distance maps from lines and polygons
get_elevation Get elevation data
get_estimates Get causal estimates comparing two scenarios
get_hfr Create a hyperframe
get_hist Obtain histories of treatment or outcome events
get_obs_dens Generate observed densities
get_power_dens Get power densities
get_smoothed_outcome Smooth outcome events
get_window Generate a window
insurgencies insurgencies
iraq_window iraq_window
predict_obs_dens Perform out-of-sample prediction
sim_cf_dens Simulate counterfactual densities
sim_power_dens Simulate power densities
vis_hfr Visualize hyperframes
vis_obs_dens Visualize observed densities