Showing 1 - 10 of 424
How do house price changes affect the cost of living? The retail price index in the UK does not directly incorporate house price changes. Instead it uses mortgage interest to capture the cost of owning a home. This is a useful method from many perspectives. However, from a consumer welfare...
Persistent link: https://www.econbiz.de/10003817246
This paper considers the finite sample distribution of the 2SLS estimator and derives bounds on its exact bias in the … presence of weak and/or many instruments. We then contrast the behavior of the exact bias expressions and the asymptotic … in terms of mean bias and MSE. …
Persistent link: https://www.econbiz.de/10011300710
shows the large sample validity of the kernel block bootstrap and derives the higher order bias and variance of the kernel … estimator has a favourable higher order bias property. Simulations based on the designs of Paparoditis and Politis (2001 …
Persistent link: https://www.econbiz.de/10011878210
There are many interesting and widely used estimators of a functional with finite semi-parametric variance bound that depend on nonparametric estimators of nuisance func-tions. We use cross-fitting to construct such estimators with fast remainder rates. We give cross-fit doubly robust...
Persistent link: https://www.econbiz.de/10011758040
Persistent link: https://www.econbiz.de/10001777565
order. Combining these equations with sample splitting yields higher-order bias-corrected estimators of target parameters …
Persistent link: https://www.econbiz.de/10015191457
We consider the bias of the 2SLS estimator in the linear instrumental vari-ables regression with one endogenous … regressor only. By using asymptotic expansion techniques we approximate 2SLS coefficient estimation bias under various scenarios … regarding the number and strength of instruments.The resulting approximation encompasses existing bias approximations, which are …
Persistent link: https://www.econbiz.de/10003989911
This paper compares the economic questions addressed by instrumental variables estimators with those addressed by structural approaches. We discuss Marschak's Maxim: estimators should be selected on the basis of their ability to answer well-posed economic problems with minimal assumptions. A key...
Persistent link: https://www.econbiz.de/10003989921
parameter problem. We develop analytical and jackknife bias corrections for nonlinear models with both individual and time … effects introduce additional incidental parameter bias. As the existing bias corrections apply to models with only individual …, probit, ordered probit, Tobit and Poisson models. Our analysis therefore extends the use of large-T bias adjustments to an …
Persistent link: https://www.econbiz.de/10010209259
parameter problem. We develop analytical and jackknife bias corrections for nonlinear models with both individual and time … effects introduce additional incidental parameter bias. As the existing bias corrections apply to models with only individual … large-T bias adjustments to an important class of models. We also analyze the properties of fixed effects estimators of …
Persistent link: https://www.econbiz.de/10010382120