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Activity Number: 409 - Small-Area Estimation and Use of Unit-Level Models
Type: Contributed
Date/Time: Tuesday, August 1, 2017 : 2:00 PM to 3:50 PM
Sponsor: Survey Research Methods Section
Abstract #324410 View Presentation
Title: Developments in Model-Based County-Level Estimation of Agricultural Cash Rental Rates
Author(s): Michael E. Bellow* and Nathan Cruze and Andreea L Erciulescu
Companies: USDA-NASS and USDA-NASS and NISS and USDA NASS
Keywords: Model-based estimation ; Best linear unbiased predictor ; Cash Rents Survey
Abstract:

Estimates of agricultural cash rental rates at different geographic levels are used for rental agreement formulation, farm program administration and other applications. The USDA's National Agricultural Statistics Service (NASS) has been producing estimates of average cash rental rates at the state level since 1997. In 2009, the agency fully implemented an annual Cash Rents Survey (CRS) to obtain estimates of average cash rental rates for counties with at least 20,000 acres of cropland or pastureland in three land use categories. Since sample sizes for a number of counties were too small for reliable direct estimation, NASS developed a model-based estimation method (implemented in 2013) that incorporates auxiliary information and involves separate area-level modeling of the average and difference of rental rates over two survey years. With the 2014 Farm Bill specifying that the survey be conducted "no less frequently than every other year", the current focus is on evaluating how this estimator would perform with survey data from two years apart (when the survey is skipped in the intervening year). We describe the results of an empirical study addressing that question and discuss future directions for research.


Authors who are presenting talks have a * after their name.

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