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V-Lab

KraneShares Public-Private AI & Technology ETF MF2-GARCH Volatility Analysis

Volatility prediction for Wednesday, August 26th, 2026

1 Day

32.96%

decreased by 1.75%

1 Week

33.59%

decreased by 1.12%

1 Month

34.16%

decreased by 0.55%

Analysis last updated: Tuesday, August 25, 2026 at 09:23 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

All

graph of KraneShares Public-Private AI & Technology ETF MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Jul 18, 2024 to Aug 21, 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

ParameterValuet-statistic
m

window

Rolling window length

51
α

ARCH

Response to squared shocks

0.0000
0.00
β

GARCH

Volatility persistence

0.6131
21.93***
γ

leverage

Additional response to negative shocks

0.1581
8.84***
λ₁

tau intercept

Baseline long-term coefficient

0.5577
0.92
λ₂

forecast adj.

Forecast performance sensitivity

0.7014
3.69***
λ₃

tau persistence

Long-term factor persistence

0.1922
0.81

Persistence:

0.692

Half-life:

2 days