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

Forecasting Stock Returns using a Copula-GARCH model

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Kiadói készleten rendelésre
Küldés 17-27 napon belül
8 489 Ft
Investigating dependence structures of stocks that are related to one another should be an important...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2017
oldal
60
EAN
9783659233579
Enbook ID
18624999
Súly
107
Méretek
150 x 220 x 5

Teljes leírás

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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