An Alternative Nonparametric Specification Test in Autoregressive Conditional Duration Models

An Alternative Nonparametric Specification Test in Autoregressive Conditional Duration Models
Author :
Publisher :
Total Pages : 0
Release :
ISBN-10 : OCLC:1376286969
ISBN-13 :
Rating : 4/5 (69 Downloads)

Book Synopsis An Alternative Nonparametric Specification Test in Autoregressive Conditional Duration Models by : Patrick Saart

Download or read book An Alternative Nonparametric Specification Test in Autoregressive Conditional Duration Models written by Patrick Saart and published by . This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper introduces an alternative testing procedure to test the distribution of the error term in the Autoregressive Conditional Duration (ACD) class of models. In these models, the error term is normally interpreted as the standardized duration by which its probability distribution may have an important impact on the shape of the conditional intensity process of the financial duration in question.This paper illustrates that the testing procedure developed is applicable to various ACD types of models in the literature. Furthermore, when applied to parametric models, such as the Exponential ACD (EACD) and the weibull ACD (WACD), the test can be used as a diagnostic test of the accuracy of the required distributional assumption. Moreover, the hypothetical structure of the test is useful to the specification testing of a number of financial market microstructure hypotheses, especially those related to the information asymmetry in finance. Finally, the testing procedure introduced in this paper differs in many ways from those discussed in existing literatures. This paper shows theoretically and experimentally the statistical validity of the testing procedure, while demonstrating its usefulness and practicality using datasets from New York and Australia Stock Exchange.


An Alternative Nonparametric Specification Test in Autoregressive Conditional Duration Models Related Books

An Alternative Nonparametric Specification Test in Autoregressive Conditional Duration Models
Language: en
Pages: 0
Authors: Patrick Saart
Categories:
Type: BOOK - Published: 2012 - Publisher:

DOWNLOAD EBOOK

This paper introduces an alternative testing procedure to test the distribution of the error term in the Autoregressive Conditional Duration (ACD) class of mode
Non-parametric Specification Tests for Conditional Duration Models
Language: en
Pages: 51
Authors: Marcelo Fernandes
Categories:
Type: BOOK - Published: 2000 - Publisher:

DOWNLOAD EBOOK

Nonparametric Specification Tests for Conditional Duration Models
Language: en
Pages: 84
Authors: Marcelo Fernandes
Categories: Autoregression (Statistics)
Type: BOOK - Published: 2003 - Publisher:

DOWNLOAD EBOOK

Information Spillover Effect and Autoregressive Conditional Duration Models
Language: en
Pages: 216
Authors: Xiangli Liu
Categories: Business & Economics
Type: BOOK - Published: 2014-07-11 - Publisher: Routledge

DOWNLOAD EBOOK

This book studies the information spillover among financial markets and explores the intraday effect and ACD models with high frequency data. This book also con
Nonparametric Specification Testing in Nonlinear and Nonstationary Time Series Models
Language: en
Pages: 49
Authors: Jia Chen
Categories:
Type: BOOK - Published: 2013 - Publisher:

DOWNLOAD EBOOK

In this paper, we consider some specification testing problems in nonlinear time series models with nonstationarity. We propose using a nonparametric kernel tes