Longitudinal Analysis of Labor Market Data.

By Aage B. Sorensen, James J. Heckman, Burton H. Singer. 1987

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Panel Data Discrete Choice Models of Consumer Demand (2013, background): “Chamberlain (1985) went on to argue that a completely non-parametric test for state dependence cannot exist, because one can always find a latent variable αi such that: ) ) ) (29) That is, one can always find a distribution of αi such that {di1,…,diT} is independent of {Xi1,…,XiT}.”
Assessing the effect of an influenza vaccine in an encouragement design. (2000, background): “The concepts underlying these assumptions have a long tradition in the econometric instrumental variables literature (Reiersol, 1941; Haavelmo, 1943) and are widely used in economics (e.g. Heckman and Robb, 1985; Angrist, 1990; Manski, 1990; Angrist and Krueger, 1991).”
State Dependence and Alternative Explanations for Consumer Inertia (2010, unknown): “In order to distinguish between a model with a lagged choice or state dependent regressor and a model with autocorrelated errors, we implement the suggestion of Chamberlain (1985).”
The Behaviour of the Maximum Likelihood Estimator of Limited Dependent Variable Models in the Presence of Fixed Effects (2004, unknown): “Chamberlain (1985) analysed the Weibull and gamma models and showed how the fixed effects could be conditioned out of the models by analysing log(y it /y i 1 ).”
Estimating the Technology of Cognitive and Noncognitive Skill Formation (2010, background): “52See Heckman and Robb (1985), Heckman and Vytlacil (2007) and Matzkin (2007) for a discussion of replacement functions.”
Mean-Squared-Error Calculations for Average Treatment Effects (2005, background): “This assumption is closely related to “selection on observables” assumptions (e.g., Barnow, Cain and Goldberger, 1980; Heckman and Robb, 1984).”