全部版块 我的主页
论坛 数据科学与人工智能 数据分析与数据科学 MATLAB等数学软件专版
4390 8
2007-05-08

ARCH MODELS
by T. Bollerslev, R. F. Engle, and D. B. Nelson
Northwestern University and N.B.E.R., University of California, San Diego and N.B.E.R., and University of Chicago
and N.B.E.R.
Contents
1. Introduction
1.1. Definitions
1.2. Empirical Regularities of Asset Returns
(i) Thick tails
(ii) Volatility Clustering
(iii) Leverage Effects
(iv) Non-Trading Periods
(v) Forecastable Events
(vi) Volatility and Serial Correlation
(vii) Co-Movements in Volatilities
(viii) Macroeconomic Variables and Volatility
1.3. Examples of Univariate Parametric Models
(i) Generalized ARCH
(ii) Exponential GARCH
(iii) Other Univariate Parameterizations
1.4. ARCH in Mean Models
1.5. Nonparametric and Semiparametric Methods
2. Inference Procedures
2.1. Testing for ARCH
(i) Serial Correlation and Lagrange Multiplier Tests
(ii) BDS tests
2.2. Maximum Likelihood Methods
(i) Estimation
(ii) Testing
2.3. Quasi Maximum Likelihood Methods
2.4. Specification Checks
(i) Lagrange Multiplier Diagnostic Tests
(ii) BDS Specification Tests
3. Stationary and Ergodic Properties
3.1. Strict Stationarity
3.2. Persistence
4. Continuous Time Methods
4.1. ARCH Models as Approximations to Diffusions
4.2. Diffusions as Approximations to ARCH Models
4.3. ARCH Models as Filters and Forecasters
5. Aggregation and Forecasting
5.1. Temporal Aggregation

5.2. Forecast Error Distributions
6. Multivariate Specifications
6.1. Vector ARCH and Diagonal ARCH
6.2. Factor ARCH
6.3. Constant Conditional Correlations
6.4. Bivariate EGARCH
6.5. Stationarity and Co-Persistence
7. Model Selection
8. Alternative Sources of Information About Volatility
9. Empirical Examples
9.1. U.S. Dollar/Deutschemark Exchange Rates
9.2. U.S. Stock Prices
(i) Model Specification
(ii) Persistence of Shocks to Volatility
(iii) Conditional Mean of Returns
(iv) Conditional Distribution of Returns
(v) News Impact Function
10. Conclusion
References

Prepared for The Handbook of Econometrics, Volume 4

114837.pdf
大小:(396.18 KB)

只需: 20 个论坛币  马上下载

二维码

扫码加我 拉你入群

请注明:姓名-公司-职位

以便审核进群资格,未注明则拒绝

全部回复
2007-5-8 14:53:00

内容摘要如下:

ARCH MODELS
by T. Bollerslev, R. F. Engle, and D. B. Nelson
Northwestern University and N.B.E.R., University of California, San Diego and N.B.E.R., and University of Chicago
and N.B.E.R.


Contents
1. Introduction
1.1. Definitions
1.2. Empirical Regularities of Asset Returns
(i) Thick tails
(ii) Volatility Clustering
(iii) Leverage Effects
(iv) Non-Trading Periods
(v) Forecastable Events
(vi) Volatility and Serial Correlation
(vii) Co-Movements in Volatilities
(viii) Macroeconomic Variables and Volatility
1.3. Examples of Univariate Parametric Models
(i) Generalized ARCH
(ii) Exponential GARCH
(iii) Other Univariate Parameterizations
1.4. ARCH in Mean Models
1.5. Nonparametric and Semiparametric Methods
2. Inference Procedures
2.1. Testing for ARCH
(i) Serial Correlation and Lagrange Multiplier Tests
(ii) BDS tests
2.2. Maximum Likelihood Methods
(i) Estimation
(ii) Testing
2.3. Quasi Maximum Likelihood Methods
2.4. Specification Checks
(i) Lagrange Multiplier Diagnostic Tests
(ii) BDS Specification Tests
3. Stationary and Ergodic Properties
3.1. Strict Stationarity
3.2. Persistence
4. Continuous Time Methods
4.1. ARCH Models as Approximations to Diffusions
4.2. Diffusions as Approximations to ARCH Models
4.3. ARCH Models as Filters and Forecasters
5. Aggregation and Forecasting
5.1. Temporal Aggregation

5.2. Forecast Error Distributions
6. Multivariate Specifications
6.1. Vector ARCH and Diagonal ARCH
6.2. Factor ARCH
6.3. Constant Conditional Correlations
6.4. Bivariate EGARCH
6.5. Stationarity and Co-Persistence
7. Model Selection
8. Alternative Sources of Information About Volatility
9. Empirical Examples
9.1. U.S. Dollar/Deutschemark Exchange Rates
9.2. U.S. Stock Prices
(i) Model Specification
(ii) Persistence of Shocks to Volatility
(iii) Conditional Mean of Returns
(iv) Conditional Distribution of Returns
(v) News Impact Function
10. Conclusion
References

Prepared for The Handbook of Econometrics, Volume 4

二维码

扫码加我 拉你入群

请注明:姓名-公司-职位

以便审核进群资格,未注明则拒绝

2007-5-9 16:48:00

有免费的,大家可去下载.

二维码

扫码加我 拉你入群

请注明:姓名-公司-职位

以便审核进群资格,未注明则拒绝

2007-6-7 00:25:00

真是好贵呀!

二维码

扫码加我 拉你入群

请注明:姓名-公司-职位

以便审核进群资格,未注明则拒绝

2007-9-3 02:52:00

Free

Anyone can get the Gauss codes from the webside:

http://www.bauer.uh.edu/rsusmel/Academic/march.txt

二维码

扫码加我 拉你入群

请注明:姓名-公司-职位

以便审核进群资格,未注明则拒绝

2008-11-5 20:03:00
It is really expensive but useful
二维码

扫码加我 拉你入群

请注明:姓名-公司-职位

以便审核进群资格,未注明则拒绝

点击查看更多内容…
相关推荐
栏目导航
热门文章
推荐文章

说点什么

分享

扫码加好友,拉您进群
各岗位、行业、专业交流群