Analysis of Financial Time Series with EViews

نویسنده

  • Enrico Foscolo
چکیده

4 GARCH Models 7 4.1 Basic GARCH Specifications . . . . . . . . . . . . . . . . . . . 8 4.2 Diagnostic Checking . . . . . . . . . . . . . . . . . . . . . . . 11 4.3 Regressors in the Variance Equation . . . . . . . . . . . . . . . 12 4.4 The GARCH–M Model . . . . . . . . . . . . . . . . . . . . . . 12 4.5 The Threshold GARCH (TARCH) Model . . . . . . . . . . . . 12 4.6 The Exponential GARCH (EGARCH) Model . . . . . . . . . 13 4.7 The Power ARCH (PARCH) Model . . . . . . . . . . . . . . . 13 4.8 The Component GARCH (CGARCH) Model . . . . . . . . . . 13

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Econometric Modeling of Financial Time Series Volatility Using Software Packages

The article is devoted to the comparative analysis of software packages in financial time series modeling. The most common among economists packages R, Eviews and Gretl are considered. Volatility is often used as a rough approximation to measuring of overall risk financial instruments. Polish stock index WIG for the modeling of financial time series volatility was chosen. Econometric model of f...

متن کامل

The Role of Inflation in Financial Repression: Evidence from Iran

Inflation decreases the real interest rate and increases demands for the loan. In current study which is based on the time series data, the effects of inflation on Iranian banking system performance in terms of absorbing deposits and granting facilities have been studied during 1990 to 2009. The data used in the current study extracted from annual economic reports published by the Central Bank ...

متن کامل

On The Behavior of Malaysian Equities: Fractal Analysis Approach

Fractal analyzing of continuous processes have recently emerged in literatures in various domains. Existence of long memory in many processes including financial time series have been evidenced via different methodologies in many literatures in past decade, which has inspired many recent literatures on quantifying the fractional Brownian motion (fBm) characteristics of financial time series. Th...

متن کامل

Examining the changes of conservatism in financial reporting with emphasis on the time-series changes of accruals and MTB

Review the literature of conservatism in financial reporting indicates the importance of conservatism in accounting profession. Researchers have always tried to determine the degree and ways of conservatism in financial reporting and accounting, although this is not done easily, because there is not a direct measure of conservatism. However, conservatism has been one of the key principles in ac...

متن کامل

Machine learning algorithms for time series in financial markets

This research is related to the usefulness of different machine learning methods in forecasting time series on financial markets. The main issue in this field is that economic managers and scientific society are still longing for more accurate forecasting algorithms. Fulfilling this request leads to an increase in forecasting quality and, therefore, more profitability and efficiency. In this pa...

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

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012