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Estimation of dynamic panel data models with stochastic volatility using particle filters

Xu, Wen - In: Econometrics : open access journal 4 (2016) 4, pp. 1-13

Time-varying volatility is common in macroeconomic data and has been incorporated into macroeconomic models in recent work. Dynamic panel data models have become increasingly popular in macroeconomics to study common relationships across countries or regions. This paper estimates dynamic panel...

Persistent link: https://www.econbiz.de/10011650493

A Comparison of Conditional Volatility Estimators for the ISE National 100 Index Returns

Köksal, Bülent - 2009

We compare more than 1000 different volatility models in terms of their fit to the historical ISE-100 Index data and their forecasting performance of the conditional variance in an out-of-sample setting. Exponential GARCH model of Nelson (1991) with “constant mean, t-distribution, one lag...

Persistent link: https://www.econbiz.de/10013159436

The Limiting Properties of the QMLE in a General Class of Asymmetric Volatility Models

Dahl, Christian - 2008

In this paper we analyze the limiting properties of the estimated parameters in a general class of asymmetric volatility models which are closely related to the traditional exponential GARCH model. The new representation has three main advantages over the traditional EGARCH: (1) It allows a much...

Persistent link: https://www.econbiz.de/10012723834

Realized Volatility When Sampling Times are Possibly Endogenous

Li, Yingying - 2013

When estimating integrated volatilities based on high-frequency data, simplifying assumptions are usually imposed on the relationship between the observation times and the price process. In this paper, we establish a central limit theorem for the Realized Volatility in a general endogenous time...

Persistent link: https://www.econbiz.de/10013095254

Evaluating factor pricing models using high-frequency panels

Chang, Yoosoon; Choi, Yongok; Kim, Hwagyun; Park, Joon Y. - In: Quantitative economics : QE ; journal of the … 7 (2016) 3, pp. 889-933

This paper develops a new framework and statistical tools to analyze stock returns using high-frequency data. We consider a continuous-time multifactor model via a continuous-time multivariate regression model incorporating realistic empirical features, such as persistent stochastic volatilities...

Persistent link: https://www.econbiz.de/10011800879

Exchange Rate Volatility and Foreign Trade Performance : Panel Ardl Approach

Kumeka, Terver - 2022

economies. The Autoregressive Distributed Lag (ARDL) approach to co-integration and error correction model was employed to …

Persistent link: https://www.econbiz.de/10013307399

Dependence between foreign trade performance and exchange rate volatility : panel ARDL approach

Oyinlola, Abimbola M.; Adeniyi, Oluwatosin A.; Kumeka, … - In: Croatian review of economic, business and social … 9 (2023) 1, pp. 1-15

The purpose of this study is to analyse the influence of exchange rate shocks on foreign trade (exports and imports) of fifteen economies within the ECOWAS sub- region. To accomplish the goal of this paper, Autoregressive Distributed Lag (ARDL) procedure was employed to investigate the impact...

Persistent link: https://www.econbiz.de/10014372926

Nonstationary-volatility robust panel unit root tests and the great moderation : conference paper

Hanck, Christoph; Czudaj, Robert - 2013

This paper argues that typical applications of panel unit root tests should take possible nonstationarity in the volatility process of the innovations of the panel time series into account. Nonstationarity volatility arises for instance when there are structural breaks in the innovation...

Persistent link: https://www.econbiz.de/10010343777

Nonstationary-volatility robust panel unit root tests and the great moderation

Hanck, Christoph; Czudaj, Robert - 2013

Persistent link: https://www.econbiz.de/10009779045

Does the turbulence of the stock market terrify consumers? : evidence from a panel of U.S. States using pooled mean group estimation

Ebadi, Esmaeil - 2021

This paper elucidates the influence of stock market volatility on U.S. consumption using pooled mean group (PMG … market volatility on consumption are robust to the lag order, lag selection criteria, and outliers compared with the mean … group (MG) and the dynamic fixed effect (DFE) methods. I find that stock market volatility reduces total consumption …

Persistent link: https://www.econbiz.de/10012661246

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