Information and entropy econometrics—A review and synthesis

A Golan - Foundations and trends® in econometrics, 2008 - nowpublishers.com
The overall objectives of this review and synthesis are to study the basics of information-
theoretic methods in econometrics, to examine the connecting theme among these methods …

What remains of cross-country convergence?

P Johnson, C Papageorgiou - Journal of Economic Literature, 2020 - aeaweb.org
We examine the record of cross-country growth over the past fifty years and ask if
developing countries have made progress on closing the income gap between their per …

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 …

GMM estimation of non-Gaussian structural vector autoregression

M Lanne, J Luoto - Journal of Business & Economic Statistics, 2021 - Taylor & Francis
We consider estimation of the structural vector autoregression (SVAR) by the generalized
method of moments (GMM). Given non-Gaussian errors and a suitable set of moment …

[HTML][HTML] A GMM approach to estimate the roughness of stochastic volatility

AE Bolko, K Christensen, MS Pakkanen… - Journal of …, 2023 - Elsevier
We develop a GMM approach for estimation of log-normal stochastic volatility models driven
by a fractional Brownian motion with unrestricted Hurst exponent. We show that a parameter …

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 …

Information theoretic and entropy methods: An overview

A Golan, E Maasoumi - Econometric Reviews, 2008 - Taylor & Francis
Information Theory (IT) methods, concepts, and solutions are now much more widely
recognized, understood, and employed. Sometimes they are “rediscovered” and cited in …

The central banker as a risk manager: Estimating the Federal Reserve's preferences under Greenspan

L Kilian, S Manganelli - Journal of Money, Credit and Banking, 2008 - Wiley Online Library
We derive a natural generalization of the Taylor rule that links changes in the interest rate to
the balance of the risks implied by the dual objective of sustainable economic growth and …

Selecting instrumental variables in a data rich environment

S Ng, J Bai - Journal of Time Series Econometrics, 2009 - degruyter.com
Practitioners often have at their disposal a large number of instruments that are weakly
exogenous for the parameter of interest. However, not every instrument has the same …

Identifying structural vector autoregression via leptokurtic economic shocks

M Lanne, K Liu, J Luoto - Journal of Business & Economic …, 2023 - Taylor & Francis
We revisit the generalized method of moments (GMM) estimation of the non-Gaussian
structural vector autoregressive (SVAR) model. It is shown that in the n-dimensional SVAR …