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Empirical Bayesball Remixed: Empirical Bayes Methods for Longitudinal Data (r...
Empirical Bayes methods for Gaussian and binomial compound decision problems involving longitudinal data are considered. A recent convex optimization reformulation of the... -
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populat...
In the presence of an endogenous binary treatment and a valid binary instrument, causal effects are point identified only for the subpopulation of compliers, given that the... -
A Semi-Parametric Analysis of Two-Sided Markets: An Application to the Local ...
This paper considers an empirical semiparametric model for two-sided markets. Contrary to existing empirical literature on two-sided markets, we specify network effects and... -
Identification and Estimation of Distributional Impacts of Interventions Usin...
This paper presents estimators of distributional impacts of interventions when selection to the program is based on observable characteristics. Distributional impacts are... -
Effect of FDI and Time on Catching Up: New Insights from a Conditional Nonpar...
We use an appropriate nonparametric two-step approach on conditional efficiencies to investigate how foreign direct investment (FDI) and time affect the process of catching up.... -
Replacing Sample Trimming with Boundary Correction in Nonparametric Estimatio...
Two-step nonparametric estimators have become standard in empirical auctions. A drawback concerns boundary effects which cause inconsistencies near the endpoints of the support... -
Combining Matching and Nonparametric Instrumental Variable Estimation: Theory...
We show how instrumental variable and matching estimators can be combined in order to identify a broader array of treatment effects. Instrumental variable (IV) estimators are... -
A Bayesian Semiparametric Competing Risk Model with Unobserved Heterogeneity ...
This paper generalizes existing econometric models for censored competing risks by introducing a new flexible specification based on a piecewise linear baseline hazard,... -
Unraveling the Relationship Between Presidential Approval and the Economy: A ...
Empirical studies analyzing the determinants of US presidential popularity have delivered quite inconclusive results concerning the role of economic variables by assuming linear... -
SEMI-PARAMETRIC ESTIMATION OF PROGRAM IMPACTS ON DISPERSION OF POTENTIAL WAGE...
We propose the use of instrumental variables and pairwise matching to identify the average treatment effect on variance in potential outcomes. We show that identifying and... -
EXCHANGE RATE FUNDAMENTALS, FORECASTING, AND SPECULATION: BAYESIAN MODELS IN ...
Although speculative activity is central to black markets for currency, the out-of-sample performance of structural models in those settings is unknown. We substantially update... -
SEMIPARAMETRIC VECTOR MEM (replication data)
Financial time series are often non-negative-valued (volumes, trades, durations, realized volatility, daily range) and exhibit clustering. When joint dynamics is of interest,... -
On nonparametric estimation of a hedonic price function (replication data)
Recently, using mixed data on Canadian housing, Parmeter, Henderson, and Kumbhakar (Journal of Applied Econometrics 2007; 22: 695-699) found that a nonparametric approach for... -
Semiparametric hedonic price models: assessing the effects of agricultural no...
In the area of environmental analysis using hedonic price models, we investigate the performance of various nonparametric and semiparametric specifications. The proposed model... -
International welfare comparisons and nonparametric testing of multivariate s...
This paper outlines a class of statistical procedures that permit testing of a broad range of multidimensional stochastic dominance hypotheses and, more generally, welfare... -
Semi-parametric estimation of consumption-based equivalence scales: the case ...
Consumption-based equivalence scales are estimated by applying the extended partially linear model (EPLM) to the 1998 German Income and Consumption Survey (EVS). In this model... -
Estimates of semiparametric equivalence scales (replication data)
Within the semiparametric framework introduced by Pendakur (1999) we introduce a new loss function to estimate equivalence scales. This loss function uses all available... -
A nonparametric measure of convergence towards purchasing power parity (repli...
It has been claimed that the deviations from purchasing power parity are highly persistent and have quite long half-lives under the assumption of a linear adjustment of real... -
Smoothed binary regression quantiles (replication data)
This paper extends results regarding smoothed median binary regression to general smoothed binary quantile regression, discusses the interpretation of the resulting estimators... -
Economic development and the return to human capital: a smooth coefficient se...
This paper investigates the impact of human capital on the process of economic growth by allowing the contribution of traditional inputs (capital and labour) as well as that of...
