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V-Lab

Invesco S&P 500 Quality ETF Zero Slope Spline-GARCH Volatility Analysis

Volatility prediction for Tuesday, July 21st, 2026

1 Day

16.39%

decreased by 1.10%

1 Week

16.55%

decreased by 0.94%

1 Month

17.04%

decreased by 0.45%

Analysis last updated: Monday, July 20, 2026 at 09:49 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Invesco S&P 500 Quality ETF S0GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Dec 6, 2005 to Jul 17, 2026

Model Insight

This model fits a time-varying baseline (a spline), so volatility mean-reverts toward a slowly-shifting long-run level rather than a constant. Short-run deviations decay with a half-life of 19 trading days.

τ

Zero Slope Spline-GARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

1.3355
7.01***
α

ARCH

Response to squared shocks

0.1360
8.87***
β

GARCH

Volatility persistence

0.8290
48.08***
γi Spline Coefficients
K=3
γ1-0.0067
-0.64
γ20.0249
1.53
γ3-0.0257
-2.75***

Persistence:

0.965

Half-life:

19 days