Showing 1 - 10 of 58
regression models with independent and identically distributed error terms, appropriately chosen bootstrap methods generally work … very well. However, there are many other cases, such as regression models with dependent errors, in which bootstrap methods …There are many bootstrap methods that can be used for econometric analysis. In certain circumstances, such as …
Persistent link: https://www.econbiz.de/10005688288
iteration. We then extend the NPL estimators to develop one-step NPL bootstrap procedures for discrete Markov decision models … and provide some Monte Carlo evidence based on a machine replacement model of Rust (1987). The proposed one-step bootstrap …
Persistent link: https://www.econbiz.de/10005688568
regression models with a single endogenous regressor and weak instruments. We study several such tests in models estimated by … reliable inference near the point at which the limit is ill-defined. Several bootstrap procedures are proposed. They alleviate … bootstrap tests. …
Persistent link: https://www.econbiz.de/10010757310
The purpose of this paper is to investigate the tests of Hansen (1991) to detect structural breaks in cointegrated relations using Monte Carlo methods. The evaluation takes place within the linear quadratic model. The evidence for a single regressor suggests that the test have proper size and...
Persistent link: https://www.econbiz.de/10005688183
In this paper we examine tests for cointegration which allow for the possibility of regime shifts. We propose augmented Dickey-Fuller (ADF) and Phillips type tests designed to test the null of no cointegration against the alternative of cointegration in the presence of a possible regime shift....
Persistent link: https://www.econbiz.de/10005688254
We first propose procedures for estimating the rejection probabilities for bootstrap tests in Monte Carlo experiments … without actually computing a bootstrap test for each replication. These procedures are only about twice as expensive as … estimating rejection probabilities for asymptotic tersts. We then propose procedures for computing modified bootstrap P values …
Persistent link: https://www.econbiz.de/10005688294
Conventional procedures for Monte Carlo and bootstrap tests require that B, the number of simulations, satisfy a … bootstrap tests, is likely to be most useful when simulation is expensive. …
Persistent link: https://www.econbiz.de/10005688306
there are many different procedures for generating bootstrap samples for regression models and other types of model. As an …This paper surveys bootstrap and Monte Carlo methods for testing hypotheses in econometrics. Several different ways of … computing bootstrap P values are discussed, including the double bootstrap and the fast double bootstrap. It is emphasized that …
Persistent link: https://www.econbiz.de/10005688319
The fast double bootstrap, or FDB, is a procedure for calculating bootstrap P values that is much more computationally … efficient than the double bootstrap itself. In many cases, it can provide more accurate results than ordinary bootstrap tests …. For the fast double bootstrap to be valid, the test statistic must be asymptotically independent of the random parts of …
Persistent link: https://www.econbiz.de/10005688320
for bootstrapping the three non-exact test statistics and also a new conditional bootstrap version of the LR test. These … these new procedures is used, both the K and conditional bootstrap LR tests have excellent performance under the null …
Persistent link: https://www.econbiz.de/10005688347