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Dealing with endogenous regressors is a central challenge of applied research. The standard solution is to use instrumental variables that are assumed to be uncorrelated with unobservables. We instead assume (i) the correlation between the instrument and the error term has the same sign as the...
Persistent link: https://www.econbiz.de/10003739684
This paper develops the method of local instrumental variables for models with multiple, unordered treatments when treatment choice is determined by a nonparametric version of the multinomial choice model. Responses to interventions are permitted to be heterogeneous in a general way and agents...
Persistent link: https://www.econbiz.de/10003870351
We construct a theoretical model of the dynamic processes (firm entry, growth, decline, and exit) that underpin the determination of a limiting firm size distribution (FSD). In particular, we model such dynamic processes using key structural parameters; sunk cost, exogenous entry constraints,...
Persistent link: https://www.econbiz.de/10003870856
Persistent link: https://www.econbiz.de/10003410803
The recent literature on instrumental variables (IV) features models in which agents sort into treatment status on the basis of gains from treatment as well as on baselinepretreatment levels. Components of the gains known to the agents and acted on by them may not be known by the observing...
Persistent link: https://www.econbiz.de/10003989944
inferential procedures. We develop theory for large sample inference based on the strong approximation of a sequence of series or …
Persistent link: https://www.econbiz.de/10009375645
This paper introduces a bivariate version of the generalized accelerated failure time model. It allows for simultaneity in the econometric sense that the two realized outcomes depend structurally on each other. Another feature of the proposed model is that it will generate equal durations with...
Persistent link: https://www.econbiz.de/10011429485
bounds as a by-product of our inferential procedures. We develop theory for large sample inference based on the strong …
Persistent link: https://www.econbiz.de/10009668003
Persistent link: https://www.econbiz.de/10011546731
. For each approach, we use random set theory to characterize sharp identification regions for the marginal distribution of …
Persistent link: https://www.econbiz.de/10009580790