An Engineering/Econometric Analysis of Seasonal Energy Demand and Conservation in the Pacific Northwest
美国太平洋西北地区季节性能源需求与节能的工程—计量分析AI 解读 ↓
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美国太平洋西北地区季节性能源需求与节能的工程—计量分析AI 解读 ↓
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This article estimates a new model of residential electricity demand. It differs from previous work in two ways. First, we use individual monthly billing data in a pooled time-series/cross- section framework. Second, we use an engineering/thermal-load technique to model the household space-heating technology. We estimate the model using data from the Pacific Northwest and use the results to analyze three conservation measures: a price increase, a reduction in thermostat settings, and improvement of insulation levels. We find average rates of return for insulation upgrades of 4.9% for ceilings and 8.3% for walls.
线性面板模型中相关随机系数的分布
We consider a static linear panel model with both correlated and uncorrelated random coefficients, where the former can depend arbitrarily on observable regressors while the latter are independent of them. We provide sufficient conditions for identification of the distributions of the random coefficients without imposing restrictions on the time-series structure of the error terms in short panels. Our framework applies to regular and irregular designs. The distribution of…
面板动态联立方程模型的刀切工具变量估计
We consider the method of moments estimation of a structural equation in a panel dynamic simultaneous equations model under different sample size combinations of cross-sectional dimension, N , and time series dimension, T . Two types of linear transformation to remove the individual-specific effects from the model, first difference and forward orthogonal demeaning, are considered. We show that the Alvarez and Arellano (2003) type GMM estimator under both transformations is…
面板动态联立方程模型的统计推断
We study the identification and estimation of panel dynamic simultaneous equations models. We show that the presence of time-persistent individual-specific effects does not lead to changes in the identification conditions of traditional Cowles Commission dynamic simultaneous equations models. However, the limiting properties of the estimators depend on the way the cross-section dimension, N, or the time series dimension, T, goes to infinity. We propose three limited…
生产函数参数估计的新方法:难以确定的资本—劳动替代弹性
Parameters of taste and technology are central to a wide variety of economic models and issues. This article proposes a simple method for estimating production function parameters from panel data, with a particular focus on the elasticity of substitution between capital and labor. Elasticity estimates have varied widely, and a consensus estimate remains elusive. Our estimation strategy exploits long-run variation and thus avoids several pitfalls, including…
均衡中的家庭选择
This paper is an empirical investigation of equilibrium restrictions on household consumption and male labor supply. It exploits a simple factor structure, rationalized by two assumptions, that household allocations are Pareto optimal and that the labor market is competitive. The paper estimates household preferences, and tests how well this parsimonious factor structure represents panel data on married couples and time series data on asset returns. Most of the estimates are…
With long time series for dynamic discrete choice panel models, the Geweke--Hajivassiliou--Keane sampler has been observed to have large biases and root-mean-square errors. The Richard--Zhang accelerated importance sampler is extended for the simulation estimation of such models. It is demonstrated to be adequate and can improve upon the Geweke--Hajivassiliou--Keane sampler for lengthy time-series panels by Monte Carlo means. Empirical applications of the proposed method on…