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V-Lab

UOB-Kay Hian Holdings Ltd MF2-GARCH Volatility Analysis

Volatility prediction for Wednesday, August 26th, 2026

1 Day

35.33%

decreased by 4.08%

1 Week

36.35%

decreased by 3.06%

1 Month

37.78%

decreased by 1.63%

Analysis last updated: Wednesday, August 26, 2026 at 09:40 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of UOB-Kay Hian Holdings Ltd MF2-GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Nov 14, 1990 to Aug 21, 2026

Model Insight

This asset shows a rare inverse leverage effect: positive returns raise next-day volatility 44% more than negative returns. Volatility rises more after gains than after losses, the reverse of the usual leverage effect and uncommon among risky assets.

σ

MF2-GARCH Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

21
α

ARCH

Response to squared shocks

0.2521
26.99***
β

GARCH

Volatility persistence

0.5300
42.92***
γ

leverage

Additional response to negative shocks

-0.0769
-6.73***
λ₁

tau intercept

Baseline long-term coefficient

0.0016
1.48
λ₂

forecast adj.

Forecast performance sensitivity

0.0146
4.92***
λ₃

tau persistence

Long-term factor persistence

0.9850
286.26***

Persistence:

0.744

Half-life:

2 days