Least squares model averaging

BE Hansen - Econometrica, 2007 - Wiley Online Library
This paper considers the problem of selection of weights for averaging across least squares
estimates obtained from a set of models. Existing model average methods are based on …

Common ownership and competition in the ready-to-eat cereal industry

M Backus, C Conlon, M Sinkinson - 2021 - nber.org
Models of firm conduct are the cornerstone of both theoretical and empirical work in
industrial organization. A recent contribution (Berry and Haile, 2014) has suggested the use …

Point estimation with exponentially tilted empirical likelihood

SM Schennach - 2007 - projecteuclid.org
Parameters defined via general estimating equations (GEE) can be estimated by maximizing
the empirical likelihood (EL). Newey and Smith [Econometrica 72 (2004) 219–255] have …

Challenges for econometric model selection

BE Hansen - Econometric Theory, 2005 - cambridge.org
Standard econometric model selection methods are based on four conceptual errors:
parametric vision, the assumption of a true data generating process, evaluation based on fit …

Select the valid and relevant moments: An information-based LASSO for GMM with many moments

X Cheng, Z Liao - Journal of Econometrics, 2015 - Elsevier
This paper studies the selection of valid and relevant moments for the generalized method of
moments (GMM) estimation. For applications with many candidate moments, our asymptotic …

Adaptive GMM shrinkage estimation with consistent moment selection

Z Liao - Econometric Theory, 2013 - cambridge.org
This paper proposes a generalized method of moments (GMM) shrinkage method to
efficiently estimate the unknown parameters θo identified by some moment restrictions …

Estimation of continuous-time stochastic volatility models with jumps using high-frequency data

V Todorov - Journal of Econometrics, 2009 - Elsevier
This paper proposes a method of inference for general stochastic volatility models
containing price jumps. The estimation is based on treating realized multipower variation …

Using invalid instruments on purpose: Focused moment selection and averaging for GMM

FJ DiTraglia - Journal of Econometrics, 2016 - Elsevier
In finite samples, the use of a slightly endogenous but highly relevant instrument can reduce
mean-squared error (MSE). Building on this observation, I propose a novel moment …

Assessing misspecified asset pricing models with empirical likelihood estimators

C Almeida, R Garcia - Journal of Econometrics, 2012 - Elsevier
Hansen and Jagannathan (1997) compare misspecified asset pricing models based on
least-square projections on a family of admissible stochastic discount factors. We extend …

A simple parametric model selection test

SM Schennach, D Wilhelm - Journal of the American Statistical …, 2017 - Taylor & Francis
We propose a simple model selection test for choosing among two parametric likelihoods,
which can be applied in the most general setting without any assumptions on the relation …