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ZONAL AND REGIONAL LOAD FORECASTING IN THE NEW ENGLAND WHOLESALE ELECTRICITY MARKET: A SEMIPARAMETRIC REGRESSION APPROACH
Load Forecasting Penalized Splines Mixed
2014/11/11
Power system planning, reliability analysis and economically efficient capacity scheduling all rely heavily on electricity demand forecasting models. In the context of a deregulated wholesale electric...
Local Identification of Nonparametric and Semiparametric Models
Identification local identification nonparametric models asset pricing
2014/9/9
In parametric, nonlinear structural models, a classical sufficient condition for local identification, like Fisher (1966) and Rothenberg (1971), is that the vector of moment conditions is differentiab...
Dynamic Large Spatial Covariance Matrix Estimation in Application to Semiparametric Model Construction via Variable Clustering: the SCE approach
Time Series Covariance Estimation Regularization Sparsity Thresholding Semiparametrics Graphical Model Variable Clustering
2011/7/5
To better understand the spatial structure of large panels of economic and nancial time
series and provide a guideline for constructing semiparametric models, this paper rst consid-
ers estimating...
Semiparametric Quantile Regression Estimation in Dynamic Models with Partially Varying Coefficients
Efficiency nonlinear time series partially linear partially varying coefficients quantile regression semiparametric
2011/4/1
We study quantile regression estimation for dynamic models with partially varying coefficients so that the values of some coefficients may be functions of informative covariates. Estimation of both pa...
Semiparametric Estimation of a Nonstationary Panel Data Transformation Model under Symmetry
Panel Data Transformation Model Nonstationarity Fixed-effects model Maximum Rank Correlation Estimator
2010/7/2
This paper considers semiparametric estimation of a nonstationary transformation model with panel data. While nonstationarity is a common phenomenon in applied research, one of the drawbacks of most e...