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We introduce a wild multiplicative bootstrap for M and GMM estimators in nonlinear models when autocorrelation structures of moment functions are unknown. The implementation of the bootstrap algorithm does not require any parametric assumptions on the data generating process. After proving its...
Persistent link: https://www.econbiz.de/10014106743
-known Lilliefors test can be applied to the residuals of ARMA models without any change …
Persistent link: https://www.econbiz.de/10013133656
In this paper we propose a new battery of test statistics for dynamic specification and density functional form in a … goodness-of-fit tests, we also propose an additional test that focuses on the multivariate density functional form of the … problem. We perform Monte-Carlo simulations to investigate the size and power properties of the test statistics in finite …
Persistent link: https://www.econbiz.de/10013118196
. Consistency and asymptotic normality of a symmetric and of a one-sided kernel estimator of volatility are outlined with remarks on …
Persistent link: https://www.econbiz.de/10013159079
returns. We prove consistency and asymptotic normality of a symmetric variance estimator and of a one-sided variance estimator …
Persistent link: https://www.econbiz.de/10009487233
, if the break point is gleaned from the data. In this sense, applying a recursive tDF test to a unit root process which …, in line with Leybourne et al. (1998), some distortion in the Dickey-Fuller tDF test size, which depends on the break size …
Persistent link: https://www.econbiz.de/10008822137
Carlo methods. In terms of the size of the test, our analysis reveals that unit root tests with NoVaS-modified critical … values have actual sizes close to the nominal size. For the power of the test, we find that unit root tests with NoVaS …
Persistent link: https://www.econbiz.de/10011877334
In this paper, we study the asymptotic behavior of the sequential empirical process and the sequential empirical copula process, both constructed from residuals of multivariate stochastic volatility models. Applications for the detection of structural changes and specification tests of the...
Persistent link: https://www.econbiz.de/10011654178
One important question in the DSGE literature is whether we should detrend data when estimating the parameters of a DSGE model using the moment method. It has been common in the literature to detrend data in the same way the model is detrended. Doing so works relatively well with linear models,...
Persistent link: https://www.econbiz.de/10012850331
We consider two likelihood ratio tests, so-called maximum eigenvalue and trace tests, for the null of no cointegration when fractional cointegration is allowed under the alternative, which is a first step to generalize the so-called Johansen's procedure to the fractional cointegration case. The...
Persistent link: https://www.econbiz.de/10012723169