Monitoring Parameter Shift with Poisson Integer-valued GARCH models

来源 :上海交通大学 | 被引量 : 0次 | 上传用户:liliansun71
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
  This study examines the statistical process control chart used to detect a parameter shift with Poisson integer-valued GARCH(INGARCH)models and zero-inflated Poisson INGARCH models.
其他文献
A new test for serial correlation is proposed based on the quantity called wavelet variance.With the advantage of not needing to test a series of lags,the proposed test uses the wavelet variance vecto
Regression Trees have been widely used as a powerful and flexible statistical learning tool when one has a large number of covariates.
The Northern Manhattan Study(NOMAS)is a population-based study designed to evaluate the impact of medical,socio-economic,and other risk factors on the incidence of vascular disease in a multi-ethnic,s
Cointegration is one of the most important topics in economic and finance in the last decade,because it does not only study the long-run equilibrium among two or more economic time series but also for
We prove the long time behavior such as exponential ergodicity and Donsker-Varadhan type large deviation for a family of Markov processes Xt governed by a stochastic differential equation(SDE)with sin
Introduction: Likert type data is frequently used in social and medical sciences.Indeed when there is not an instrument to measure a continuous variable(such as happiness,pain,…)Likert points are inst
Tail-index is an important measure to gauge the heavy-tailed behavior of a distribution.The problem of estimation of a Tail-index from various types of data has become rather important.Tail-index regr
Its not uncommon to test the equality of the K distributions in high dimensional data.
会议
The minorization–maximization(MM)principle is an important and useful tool in the design of optimization algorithms for calculating the maximum likelihood estimates(MLE)of parameters in statistics bec
Realized covariance(RCOV),as a volatility estimator calculated from high frequency time series,is playing an important role in recent statistics and econometrics researches.