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iShares Semiconductor ETF GAS-GARCH Student T Volatility Analysis

Volatility prediction for Tuesday, October 27th, 2026

1 Day

43.81%

increased by 0.56%

1 Week

43.83%

increased by 0.58%

1 Month

43.90%

increased by 0.65%

Analysis last updated: Monday, October 26, 2026 at 09:28 PM UTC

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Date Range:

from

10/26/2024

to

10/26/2026

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of iShares Semiconductor ETF GAS-GARCH-T

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jul 13, 2001 to Oct 23, 2026

Model Insight

With persistence 0.997, volatility shocks have a half-life of 216 trading days (~0.9 years), close to a unit root, so long-run forecasts are highly sensitive to this estimate. Returns follow a Student-t distribution with v = 10.39 degrees of freedom, capturing fatter tails than a normal distribution.

𝑓

GAS-GARCH-T Model

Tap to view equation

High persistence: persistence 0.997, shock half-life ~216 daysv = 10.39 · fat tails
ParamValuet-stat
ωlong-run8.5746
1.16
αscore0.0704
10.28***
βpersistence0.9968
345.63***
νDF10.3873
1.30

0.997

Persistence

216d

Half-life
𝑓

GAS-GARCH-T Model

Tap to view equation

ParameterValuet-statistic
ω

long-run

Long-run variance given a price move

8.5746
1.16
α

score

Weight on the scaled score

0.0704
10.28***
β

persistence

Volatility persistence

0.9968
345.63***
ν

DF

Student-t tail thickness

10.3873
1.30

Persistence:

0.997

Half-life:

216 days