get_cf_dens_adaptive

`get_cf_dens_adaptive` takes the scale_factor, baseline density to construct counterfactural intensities .

Spatio-temporal causal inference based on point process data.
You provide the raw data of locations and timings of treatment and
outcome events, specify counterfactual scenarios, and the package
estimates causal effects over specified spatial and temporal windows.
See Papadogeorgou, et al. (2022) <doi:10.1111/rssb.12548> and
Mukaigawara, et al. (2024) <doi:10.31219/osf.io/5kc6f>.

Mitsuru Mukaigawara

geocausal

Causal Inference with Spatio-Temporal Data

Lingxiao Zhou

Georgia Papadogeorgou

Jason Lyall

Kosuke Imai

get_cf_dens_adaptive function

<dl><dt>baseline_den</dt>
<dd>baseline density (obs object obtained from `get_adaptive_baseline_dens`)</dd>
<dt>scale_factor</dt>
<dd>a positive number that scales the baseline intensity</dd></dl>

Arguments

Get counterfactual densities — get_cf_dens_adaptive

<dl>

<dt>baseline_den</dt>
<dd>baseline density (obs object obtained from `get_adaptive_baseline_dens`)</dd>


<dt>scale_factor</dt>
<dd>a positive number that scales the baseline intensity</dd>

</dl>

get_cf_dens_adaptive: Get counterfactual densities

Description

Usage

Value

Arguments