SFB 823 A fluctuation test for constant Spearman ’ s rho
نویسندگان
چکیده
We propose a CUSUM type test for constant correlation that goes beyond a previously suggested correlation constancy test by considering Spearman’s rho in arbitrary dimensions. By using copula-based expressions, we simultaneously extend a previously suggested copula constancy test. We calculate the asymptotic null distribution using an invariance principle for the sequential empirical copula process. The limit distribution is free of nuisance parameters and critical values can be obtained without bootstrap techniques. We give a local power result and analyze the test’s behavior in small samples.
منابع مشابه
بررسی تاثیر سرمایه اجتماعی و مشارکت مالکان در نوسازی و بهسازی بافت های فرسوده شهر مشهد
این مقاله پژوهشی پیمایشی به دنبال تبیین تاثیر سرمایه اجتماعی با مشارکت مالکان در بهسازی و نوسازی بافت های فرسوده شهری انجام شده است.جامعه آماری کلیه مالکان املاک بافت های فرسوده در شهر مشهد بوده است که از میان آن ها 400 نفربه روش نمونه گیری خوشه ای از 4 محله که به تصادف انتخاب شده اند مورد سنجش قرار گرفته اند.در این پژوهش سرمایه اجتماعی در 4بعد اعتماد ، همبستگی اجتماعی ، مشارکت اجتماعی و ح...
متن کاملSFB 823 A simple and focused backtest of value at risk
We suggest a simple improvement of recent VaR-backtesting procedures based on time intervals between VaR-exceedances and show via Monte Carlo that our test has more power than its competitors against empirically relevant clustering alternatives.
متن کاملA fluctuation test for constant Spearman's rho with nuisance-free limit distribution
A CUSUM type test for constant correlation that goes beyond a previously suggested correlation constancy test by considering Spearman’s rho in arbitrary dimensions is proposed. Since the new test does not require the existence of any moments, the applicability on usually heavy-tailed financial data is greatly improved. The asymptotic null distribution is calculated using an invariance principle...
متن کاملSFB 823 CUSUM - Type testing for changing parameters in a spatial autoregressive model of stock returns
The paper suggests a CUSUM-type test for time-varying parameters in a recently proposed spatial autoregressive model for stock returns and derives its asymptotic null distribution as well as local power properties. As can be seen from Euro Stoxx 50 returns, a combination of spatial modelling and change point tests allows for superior risk forecasts in portfolio management. JEL Classification: C...
متن کاملSFB 823 Reject inference in consumer credit scoring with nonignorable missing data
We generalize an empirical likelihood approach to missing data to the case of consumer credit scoring and provide a Hausman test for nonignorability of the missings. An application to recent consumer credit data shows that our model yields parameter estimates which are significantly different (both statistically and economically) from the case where customers who were refused credit are ignored.
متن کامل