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V-Lab

Russell 1000 Value Index MF2-GARCH Volatility Analysis

Volatility prediction for Monday, October 19th, 2026

1 Day

8.31%

decreased by 0.09%

1 Week

8.79%

increased by 0.39%

1 Month

10.14%

increased by 1.74%

Analysis last updated: Saturday, October 17, 2026 at 12:05 AM UTC

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Date Range:

from

10/16/2024

to

10/16/2026

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of Russell 1000 Value Index MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

May 12, 2000 to Oct 16, 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

MF2-GARCH Model

Tap to view equation

Leverage: volatility responds almost entirely to negative shocks
ParamValuet-stat
mwindow76
αARCH0.0000
0.00
βGARCH0.8549
71.74***
γleverage0.1885
11.58***
λ₁tau intercept0.0248
1.76*
λ₂forecast adj.0.1215
3.73***
λ₃tau persistence0.8523
19.59***

0.949

Persistence

13d

Half-life
σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

76
α

ARCH

Response to squared shocks

0.0000
0.00
β

GARCH

Volatility persistence

0.8549
71.74***
γ

leverage

Additional response to negative shocks

0.1885
11.58***
λ₁

tau intercept

Baseline long-term coefficient

0.0248
1.76*
λ₂

forecast adj.

Forecast performance sensitivity

0.1215
3.73***
λ₃

tau persistence

Long-term factor persistence

0.8523
19.59***

Persistence:

0.949

Half-life:

13 days