Implementing nonparametric and semiparametric estimators

H Ichimura, PE Todd - Handbook of econometrics, 2007 - Elsevier
This chapter reviews recent advances in nonparametric and semiparametric estimation, with
an emphasis on applicability to empirical research and on resolving issues that arise in …

Machine learning in analytical spectroscopy for nuclear diagnostics

AP Rao, PR Jenkins, RE Pinson, JD Auxier II… - Applied Optics, 2023 - opg.optica.org
Analytical spectroscopy methods have shown many possible uses for nuclear material
diagnostics and measurements in recent studies. In particular, the application potential for …

Regression discontinuity designs in economics

DS Lee, T Lemieux - Journal of economic literature, 2010 - aeaweb.org
This paper provides an introduction and “user guide” to Regression Discontinuity (RD)
designs for empirical researchers. It presents the basic theory behind the research design …

Access to markets and the benefits of rural roads

HG Jacoby - The economic journal, 2000 - Wiley Online Library
Roads play a central role in rural development, yet little is known about the size and
distribution of benefits from such investments. This paper develops a method for estimating …

Endogeneity in nonparametric and semiparametric regression models

R Blundell, JL Powell - 2001 - discovery.ucl.ac.uk
This paper considers the nonparametric and semiparametric methods for estimating
regression models with continuous endogenous regressors. We list a number of different …

Educational inequality and the expansion of UK higher education

J Blanden, S Machin - Scottish journal of political economy, 2004 - Wiley Online Library
In this paper we explore changes over time in higher education (HE) participation and
attainment between people from richer and poorer family backgrounds during a time period …

A test of conspicuous consumption: Visibility and income elasticities

O Heffetz - Review of Economics and Statistics, 2011 - direct.mit.edu
This paper shows that, consistent with a signaling-by-consuming model à la Veblen, income
elasticities can be predicted from the visibility of consumer expenditures. We outline a …

Semi‐nonparametric IV estimation of shape‐invariant Engel curves

R Blundell, X Chen, D Kristensen - Econometrica, 2007 - Wiley Online Library
This paper studies a shape‐invariant Engel curve system with endogenous total
expenditure, in which the shape‐invariant specification involves a common shift parameter …

First-place loving and last-place loathing: How rank in the distribution of performance affects effort provision

D Gill, Z Kissová, J Lee, V Prowse - Management Science, 2019 - pubsonline.informs.org
Rank-order relative-performance evaluation, in which pay, promotion, symbolic awards, and
educational achievement depend on the rank of individuals in the distribution of …

Foreign direct investment, competition and industrial development in the host country

S Barrios, H Görg, E Strobl - European economic review, 2005 - Elsevier
This paper analyses the impact of foreign direct investment (FDI) on the development of
local firms. We focus on two likely effects of FDI: A competition effect which deters entry of …