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Small Area Estimation for the National Crime Victimization Survey: A Guide for Data Processing and Estimation Procedures

NCJ Number
300580
Date Published
April 2021
Author(s)
Dan Liao; Stephanie Zimmer; Marcus Berzofsky
Agencies
BJS-Sponsored
Publication Type
Statistics
Grant Number(s)
2017-MU-MU-K048
Annotation

This report provides guidance on how to use small area estimation techniques to develop crime estimates using data from the National Crime Victimization Survey and the Uniform Crime Reporting Program Summary Reporting System.

Abstract

This report was produced by RTI International for BJS under award number 2017-MU-MU-K048. It offers programmers and statisticians guidance on how to use small area estimation (SAE) techniques to develop crime estimates with data from the National Crime Victimization Survey (NCVS) and the Summary Reporting System (SRS) of the FBI’s Uniform Crime Reporting (UCR) Program. It also details how to determine the final predictors for deriving the variance-covariance matrix in SAE models and how to use the SAE functions in R to compute final subnational estimates for a set of outcomes. Estimates cover victimization and prevalence rates of common crime types. This is a companion report to Constructing and Disseminating Small Area Estimates from the National Crime Victimization Survey, 2007–2018.

Date Created: April 1, 2021