Information criteria for nonlinear time series models

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Which Methodology is Better for Combining Linear and Nonlinear Models for Time Series Forecasting?

Both theoretical and empirical findings have suggested that combining different models can be an effective way to improve the predictive performance of each individual model. It is especially occurred when the models in the ensemble are quite different. Hybrid techniques that decompose a time series into its linear and nonlinear components are one of the most important kinds of the hybrid model...

متن کامل

Some Nonlinear Time-series Models

Well-known Box-Jenkins Autoregressive integrated moving average (ARIMA) methodology has virtually dominated analysis of time-series data since 1930s. However, it is applicable to only those data that are either stationary or can be made so. Another limitation is that the resultant model is “Linear”. During the last two decades or so, the area of “Nonlinear time-series” is rapidly growing. Here,...

متن کامل

Specification Tests for Nonlinear Time Series Models

This paper proposes a new parametric model adequacy test for possibly nonlinear time series models such as generalized autoregressive conditional heteroskedasticity (GARCH) and autoregressive conditional duration (ACD). We consider the correct specification of parametric conditional distributions, not only some particular conditional characteristics. Using the true parametric conditional distri...

متن کامل

Boosting Techniques for Nonlinear Time Series Models

Many of the popular nonlinear time series models require a priori the choice of parametric functions which are assumed to be appropriate in specific applications. This approach is used mainly in financial applications, when sufficient knowledge is available about the nonlinear structure between the covariates and the response. One principal strategy to investigate a broader class on nonlinear t...

متن کامل

On Selecting Models for Nonlinear Time Series

Co~utn~cting models frarn time scrics wirh nontrivial dynamics involvcs tlic problen~ of Ilow to clioosc lilt bcsr rncvlcl fi.o~n wilhin n class QF ~nodels, or to C ~ O O S C belwcc~i colilpcling classes. This papcr discirsscs a ~nelhorl of builcli~ig rlonlinciir ~nodcls of possibly chnolic sysrcms from data, rvllilc ~naintainiog good robus~rlcss ngainst noisc. 'Thc tnodels rhnt arc buill nrc c...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Studies in Nonlinear Dynamics & Econometrics

سال: 2016

ISSN: 1558-3708,1081-1826

DOI: 10.1515/snde-2015-0026