# Causal Inference with Spatio-Temporal Data

## Documentation for package ‘geocausal’ version 0.4.2

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

airstrikes | airstrikes
airstrikes_2006 | airstrikes_2006
conv_owin_into_sf | Convert windows into sf objects
dx_outpred | Perform out-of-sample prediction
dx_supthin | Perform superthinning tests
get_adaptive_baseline_dens | Generate adaptive intervention densities based on historical data
get_base_dens | Get the baseline density
get_cate | Generate a Hajek estimator for heterogeneity analysis
get_cate_sens | Sensitivity analysis for conditional average treatment effects
get_cf_dens | Get counterfactual densities
get_cf_dens_adaptive | 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_linear_prog | Solve linear program for sensitivity bounds at a given gamma
get_obs_dens | Generate observed densities
get_power_dens | Get power densities
get_sens | Sensitivity analysis for counterfactual contrasts
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
insurgencies_2006 | insurgencies_2006
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 a hyperframe
plot.im | Plot a pixel image
plot.imlist | Plot a list of pixel images
plot.list | Plot a list of pixel images or point patterns
plot.obs | Plot observed densities
plot.powerlist | Plot simulated power densities
plot.ppplist | Plot a list of point patterns
plot.supthin | Plot the results of superthinning tests
plot.weights | Plot weights
print.cate | Print results
print.est | Print results
sens_weighted_surf | Generate weighted surfaces for sensitivity analysis
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