Causal Inference with Spatio-Temporal Data

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Documentation for package ‘geocausal’ version 0.3.4

• DESCRIPTION file.
• Package NEWS.

Help Pages

airstrikes	airstrikes
airstrikes_base	airstrikes_base
conv_owin_into_sf	Convert windows into sf objects
get_base_dens	Get the baseline density
get_cate	Generate a Hajek estimator for heterogeneity analysis
get_cf_dens	Get counterfactual densities
get_cf_sum_log_intens	Calculate the log counterfactual densities
get_distexp	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_elev	Get elevation data
get_em_vec	convert a list of im objects to a vector
get_est	Get causal estimates comparing two scenarios
get_estimates	Generate a Hajek estimator
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_var_bound	Calculate variance upper bounds
get_weighted_surf	Generate average weighted surfaces
get_window	Generate a window
imls_to_arr	convert a list of im objects to a three-dimensional array
insurgencies	insurgencies
iraq_window	iraq_window
pixel_count_ppp	Get number of events in a pixel
plot.cate	Plot estimated CATE
plot.cflist	Plot simulated counterfactual densities
plot.distlist	Plot distance-based expectations
plot.est	Plot estimates
plot.hyperframe	Plot estimates
plot.im	Plot im
plot.imlist	Plot im objects (list)
plot.list	Plot lists
plot.obs	Plot observed densities
plot.powerlist	Plot simulated power densities
plot.ppplist	Plot point pattern (list)
plot.weights	Plot weights
predict_obs_dens	Perform out-of-sample prediction
print.cate	Print results
print.est	Print results
sim_cf_dens	Simulate counterfactual densities
sim_power_dens	Simulate power densities
smooth_ppp	Smooth outcome events
summary.cate	Summarize results
summary.est	Summarize results
summary.obs	Summarize results