TGARCH与GARCH-M模型r语言代码
时间: 2023-12-31 17:04:02 浏览: 277
TGARCH模型的R语言代码:
```r
library(rugarch)
# 定义TGARCH模型的specification
spec <- ugarchspec(variance.model = list(model = "fGARCH", submodel = "TGARCH", garchOrder = c(1,1)),
mean.model = list(armaOrder = c(0,0), include.mean = TRUE),
distribution.model = "norm")
# 用specification估计TGARCH模型
tgarch_fit <- ugarchfit(spec = spec, data = your_data)
# 输出模型参数
summary(tgarch_fit)
```
GARCH-M模型的R语言代码:
```r
library(rugarch)
# 定义GARCH-M模型的specification
spec <- ugarchspec(variance.model = list(model = "garch", garchOrder = c(1,1), external.regressors = your_external_regressors),
mean.model = list(armaOrder = c(0,0), include.mean = TRUE),
distribution.model = "norm")
# 用specification估计GARCH-M模型
garch_m_fit <- ugarchfit(spec = spec, data = your_data)
# 输出模型参数
summary(garch_m_fit)
```
其中,your_data代表你的时间序列数据,your_external_regressors代表你的外部回归变量。
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