Department of Economics
University of Washington
Seattle, WA 98195-3330
Institutional Affiliation: Simon Fraser University
Information about this author at RePEc
NBER Working Papers and Publications
|March 2013||Climate Amenities, Climate Change, and American Quality of Life|
with David Albouy, Walter Graf, Ryan Kellogg: w18925
We present a hedonic framework to estimate U.S. households' preferences over local climates, using detailed weather and 2000 Census data. We find that Americans favor an average daily temperature of 65 degrees Fahrenheit, will pay more on the margin to avoid excess heat than cold, and are not substantially more averse to extremes than to temperatures that are merely uncomfortable. These preferences vary by location due to sorting or adaptation. Changes in climate amenities under business-as- usual predictions imply annual welfare losses of 1 to 3 percent of income by 2100, holding technology and preferences constant.
Published: David Albouy & Walter Graf & Ryan Kellogg & Hendrik Wolff, 2016. "Climate Amenities, Climate Change, and American Quality of Life," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(1), pages 205 - 246. citation courtesy of
|December 2010||Classification, Detection and Consequences of Data Error: Evidence from the Human Development Index|
with Howard Chong, Maximilian Auffhammer: w16572
We measure and examine data error in health, education and income statistics used to construct the Human Development Index. We identify three sources of data error which are due to (i) data updating, (ii) formula revisions and (iii) thresholds to classify a country's development status. We propose a simple statistical framework to calculate country specific measures of data uncertainty and investigate how data error biases rank assignments. We find that up to 34% of countries are misclassified and, by replicating prior studies, we show that key estimated parameters vary by up to 100% due to data error.
Published: Hendrik Wolff & Howard Chong & Maximilian Auffhammer, 2011. "Classification, Detection and Consequences of Data Error: Evidence from the Human Development Index," Economic Journal, Royal Economic Society, vol. 121(553), pages 843-870, 06. citation courtesy of