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V-Lab
V-Lab

Ibotta Inc MF2-GARCH Volatility Analysis

Volatility prediction for Monday, September 14th, 2026

1 Day

75.60%

decreased by 0.78%

1 Week

79.98%

increased by 3.60%

1 Month

81.15%

increased by 4.77%

Analysis last updated: Saturday, September 12, 2026 at 12:13 AM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

All

graph of Ibotta Inc MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Apr 18, 2024 to Sep 11, 2026
Boundary Parameters

Model Insight

This asset shows a rare inverse leverage effect: volatility responds almost entirely to positive returns, rising far more after gains than after losses. This is the reverse of the usual leverage effect, rare among risky assets.

σ

MF2-GARCH Model

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Inverse leverage: volatility responds almost entirely to positive returns
ParamValuet-stat
mwindow116
αARCH0.5000
2.04**
βGARCH0.0000
0.00
γleverage-0.5000
-2.03**
λ₁tau intercept10.0000
0.12
λ₂forecast adj.0.0000
0.00
λ₃tau persistence0.6207
0.19

0.250

Persistence

1d

Half-life
σ

MF2-GARCH Model

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ParameterValuet-statistic
m

window

Rolling window length

116
α

ARCH

Response to squared shocks

0.5000
2.04**
β

GARCH

Volatility persistence

0.0000
0.00
γ

leverage

Additional response to negative shocks

-0.5000
-2.03**
λ₁

tau intercept

Baseline long-term coefficient

10.0000
0.12
λ₂

forecast adj.

Forecast performance sensitivity

0.0000
0.00
λ₃

tau persistence

Long-term factor persistence

0.6207
0.19

Persistence:

0.250

Half-life:

1 days