Research Staff

Dennis Kristensen

University College London

Dennis is a Professor in the Department of Economics at University College London. He joined the IFS and UCL Centre for Microdata Methods and Practice (Cemmap) and became a Research Associate of the IFS Centre for the Microeconomic Analysis of Public Policy (CPP) in 2011. His main areas of research include econometric theory, quantitative finance and applied microeconomics.

Selected Publications

Identification of a class of index models: A topological approach

We establish nonparametric identification in a class of so-called index models using a novel approach that […]

Mogens Fosgerau, Dennis Kristensen
15 October 2019 | CWP52/19
Solving dynamic discrete choice models using smoothing and sieve methods

We propose to combine smoothing, simulations and sieve approximations to solve for either the integrated or […]

Dennis Kristensen, Patrick K. Mogensen, Jong-Myun Moon, Bertel Schjerning
3 April 2019 | CWP15/19
Individual counterfactuals with multidimensional unobserved heterogeneity

New nonparametric methods that identify and estimate counterfactuals for individuals, when each is characterized by a […]

Richard Blundell, Dennis Kristensen, Rosa Matzkin
30 December 2017 | CWP60/17
Estimation of stochastic volatility models by nonparametric filtering

A two-step estimation method of stochastic volatility models is proposed: In the first step, we nonparametrically […]

Shin Kanaya, Dennis Kristensen
5 March 2015 | CWP09/15

Latest version

Estimation of stochastic volatility models by nonparametric filtering
Shin Kanaya, Dennis Kristensen
1 August 2016 | Journal Article
Higher-order properties of approximate estimators

Many modern estimation methods in econometrics approximate an objective function, for instance, through simulation or discretisation. […]

Dennis Kristensen, Bernard Salanie
19 September 2013 | CWP45/13
Asymptotic theory for the QMLE in GARCH-X models with stationary and non-stationary covariates

This paper investigates the asymptotic properties of the Gaussian quasi-maximum-likelihood estimators (QMLE’s) of the GARCH model […]

Heejoon Han, Dennis Kristensen
17 May 2013 | CWP18/13

Latest version

Bounding quantile demand functions using revealed preference inequalities

This paper develops a new technique for the estimation of consumer demand models with unobserved heterogeneity […]

Richard Blundell, Dennis Kristensen, Rosa Matzkin
1 June 2011 | CWP21/11

Latest version

Bounding quantile demand functions using revealed preference inequalities
Richard Blundell, Dennis Kristensen, Rosa Matzkin
1 April 2014 | Journal Article
Nonparametric IV estimation of shape-invariant Engel curves

This paper concerns the identification and estimation of a shape-invariant Engel curve system with endogenous total […]

Richard Blundell, Xiaohong Chen, Dennis Kristensen
1 October 2003 | CWP15/03

Latest version

Semi-nonparametric IV estimation of shape-invariant Engel curves
Richard Blundell, Xiaohong Chen, Dennis Kristensen
19 October 2007 | Journal Article