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V-Lab

Panbrothers Tbk EGARCH Volatility Analysis

Volatility prediction for Monday, July 20th, 2026

1 Day

71.18%

increased by 1.99%

1 Week

72.89%

increased by 3.70%

1 Month

78.45%

increased by 9.26%

Analysis last updated: Sunday, July 19, 2026 at 05:07 AM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

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graph of Panbrothers Tbk EGARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

Aug 20, 1990 to Jul 17, 2026
Illiquid Asset

Model Insight

This asset exhibits a modest leverage effect: negative returns increase next-day volatility 14% more than equivalent positive returns.

σ

EGARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.1541
15.49***
α

ARCH

Response to squared shocks

0.2349
23.24***
β

GARCH

Volatility persistence

0.9568
264.68***
γ

leverage

Additional response to negative shocks

-0.0157
-2.42**

Persistence:

0.957

Half-life:

16 days