meck_subgroup

Mecklenberg data that gives proportion of different charge categories of cases given bail (by month).

datasets

Uses simulation to create prediction intervals for
post-policy outcomes in interrupted time series (ITS) designs,
following Miratrix (2020) <arXiv:2002.05746>. This package provides
methods for fitting ITS models with lagged outcomes and variables to
account for temporal dependencies. It then conducts inference via
simulation, simulating a set of plausible counterfactual post-policy
series to compare to the observed post-policy series. This package
also provides methods to visualize such data, and also to incorporate
seasonality models and smoothing and aggregation/summarization. This
work partially funded by Arnold Ventures in collaboration with
MDRC.

Luke Miratrix

simITS

Analysis via Simulation of Interrupted Time Series (ITS) Data

Brit Henderson

Chloe Anderson

Arnold Ventures 

MDRC 

meck_subgroup function

A data frame with 144 rows and 5 variables:<dl class="dl-horizontal">
 <dt><code>month</code></dt><dd>integer Month, with 0 being month of policy implementation.</dd>
 <dt><code>n.cases</code></dt><dd>integer Number of cases of that subgroup for that month</dd>
 <dt><code>n.bail</code></dt><dd>interger Total number of cases given bail for that subgroup for that month</dd>
 <dt><code>pbail</code></dt><dd>double Proportion of new cases in given subgroup in that month assigned bail</dd> 
 <dt><code>category</code></dt><dd>character Category of group (charge type).</dd>
</dl>

Format

Mecklenberg data by subgroup of charge type — meck_subgroup

A data frame with 144 rows and 5 variables:<dl class='dl-horizontal'>
 <dt><code>month</code></dt><dd>integer Month, with 0 being month of policy implementation.</dd>
 <dt><code>n.cases</code></dt><dd>integer Number of cases of that subgroup for that month</dd>
 <dt><code>n.bail</code></dt><dd>interger Total number of cases given bail for that subgroup for that month</dd>
 <dt><code>pbail</code></dt><dd>double Proportion of new cases in given subgroup in that month assigned bail</dd> 
 <dt><code>category</code></dt><dd>character Category of group (charge type).</dd>
</dl>

meck_subgroup: Mecklenberg data by subgroup of charge type

Description

Usage

Arguments

Format