Kniha Forecasting Stock Returns using a Copula-GARCH model Seung-Hwan Lee

Forecasting Stock Returns using a Copula-GARCH model

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
474
Investigating dependence structures of stocks that are related to one another should be an important...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2017
Stránek
60
EAN
9783659233579
Enbook ID
18624999
Hmotnost
107
Rozměry
150 x 220 x 5

Kompletní popis

Investigating dependence structures of stocks that are related to one another should be an important consideration in managing a stock portfolio, among other investment strategies. To capture various dependence features, we employ copula. Financial time series data is typically characterized by volatility clustering of returns that influences an estimate of a stock's future price. To deal with the volatility and dependence of stock returns, this book provides procedures of combining a copula with a GARCH model. Using the copula-GARCH approach that describes the tail dependences of stock returns, we carry out Monte Carlo simulations to predict a company's movements in the stock market. The procedures are illustrated in two technology stocks, Apple and Samsung.

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