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Structure and asymptotic theory for nonlinear models with GARCH errors
Published 2015-01-01Subjects: Get full text
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42
Editorial: European Conference on Neutron Scattering 2023 in Garching
Published 2023-01-01“…This edition of the European Conference on Neutron Scattering, which is held every four years, took place in Garching, Germany and gathered over 500 people from all areas of neutron science. …”
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Changes of structure in financial time series and the Garch model
Published 2004-06-01“… In this paper we propose a goodness of fit test that checks the resemblance of the spectral density of a GARCH process to that of the log-returns. The asymptotic behavior of the test statistics are given by a functional central limit theorem for the integrated periodogram of the data. …”
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Forecasting the Volatility of the Cryptocurrency Market by GARCH and Stochastic Volatility
Published 2021-07-01Subjects: Get full text
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Measurement of Risk Based on QR-GARCH-EVT Model
Published 2020-08-01“…This paper described the volatility characteristic of the rate of return of financial asset by using QR-GARCH model, through introducing EVT model and constructing the extreme risk measure model based on QR-GARCH-EVT. …”
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Shrinkage Estimation of Linear Regression Models with GARCH Errors
Published 2016-11-01Subjects: “…Stein-type shrinkage; likelihood ratio test; linear regression model; GARCH error; asymptotic bias; asymptotic risk.…”
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48
Forecasting Bitcoin Spikes: A GARCH-SVM Approach
Published 2022-09-01“…Instead of the unconditional historic standard deviation that is usually used, in this paper, we utilized a GARCH(p,q) model to derive the conditional standard deviation. …”
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Multivariate Asymmetric GARCH Model with Dynamic Correlation Matrix
Published 2022-04-01Subjects: Get full text
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50
A simulation study on the distributions of disturbances in the GARCH model
Published 2017-01-01Subjects: “…garch model…”
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Calculating Value at Risk: DCC-GARCH-Copula Approach
Published 2020-03-01Subjects: “…multivariate garch…”
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ESG Volatility Prediction Using GARCH and LSTM Models
Published 2023-12-01Subjects: Get full text
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53
Different GARCH models analysis of returns and volatility in Bitcoin
Published 2021-06-01Subjects: Get full text
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Modelling the volatility of Bitcoin returns using GARCH models
Published 2019-01-01“…This paper evaluates the volatility of Bitcoin returns using three GARCH models (sGARCH, iGARCH, and tGARCH). The new development allows for the modeling of volatility clustering effects, the leptokurtic and the skewed distribution in the return series of Bitcoin. …”
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The Efficiency of GARCH Models in Realizing Value at Risk Estimates
Published 2020-04-01Subjects: Get full text
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GARCH PROOF OF CONCEPT _ UPDATED 18 DEC 2008
Published 2008Subjects: “…Forecasting, SCM, demand amplification, risk management, intelligent decision systems, auto-id, GARCH…”
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Book chapter -
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Modelling the price dynamics of cryptocurrencies with GARCH and SVCJ models
Published 2022“…Generalised Autoregressive Conditional Heteroskedasticity (GARCH)-type models and Stochastic Volatility with Correlated Jumps (SVCJ) model are used to capture the price dynamics of three popular CCs. …”
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Final Year Project (FYP) -
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Performance of GARCH models in forecasting stock market volatility.
Published 1999“…The models are stationary GARCH, unconstrained GARCH, non-negative GARCH, GARCH-M, exponential GARCH and integrated GARCH. …”
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Symmetric and asymmetric garch models for forecasting the prices of gold
Published 2013“…This study considers five models from the GARCH-family namely the Generalized Autoregressive Conditional Heteroscedasticity (GARCH (p, q)), GARCH-M, Power of GARCH (PGARCH), Threshold GARCH (TGARCH) and Exponential GARCH (EGARCH). …”
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