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V-Lab

GraniteShares HIPS US High Income ETF GJR-GARCH Volatility Analysis

Volatility prediction for Tuesday, July 28th, 2026

1 Day

9.15%

decreased by 0.32%

1 Week

9.58%

increased by 0.11%

1 Month

10.91%

increased by 1.44%

Analysis last updated: Tuesday, July 28, 2026 at 02:23 AM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

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graph of GraniteShares HIPS US High Income ETF GJR-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jan 7, 2015 to Jul 24, 2026

Model Insight

This asset exhibits a strong leverage effect: volatility responds almost entirely to negative shocks. The ARCH response to positive shocks is negligible.

σ

GJR-GARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.0238
13.94***
α

ARCH

Response to squared shocks

0.0319
5.97***
β

GARCH

Volatility persistence

0.8632
176.05***
γ

leverage

Additional response to negative shocks

0.1638
12.00***

Persistence:

0.977

Half-life:

30 days