Skip to main content
V-Lab

LigaChem Biosciences Inc GAS-GARCH Student T Volatility Analysis

Volatility prediction for Monday, July 27th, 2026

1 Day

108.53%

increased by 0.33%

1 Week

107.37%

decreased by 0.83%

1 Month

103.08%

decreased by 5.12%

Analysis last updated: Sunday, July 26, 2026 at 04:10 AM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

10Y ·

All

graph of LigaChem Biosciences Inc GAS-GARCH-T

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

May 10, 2013 to Jul 24, 2026

Model Insight

Volatility shocks decay with a half-life of 43 trading days, meaning a shock loses half its impact after approximately 43 days. Returns follow a Student-t distribution with v = 4.11 degrees of freedom, capturing fatter tails than a normal distribution.

𝑓

GAS-GARCH-T Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

15.1945
3.33***
α

ARCH

Response to squared shocks

0.0379
12.37***
β

GARCH

Volatility persistence

0.9840
196.68***
ν

DF

Student-t tail thickness

4.1104
4.11***

Persistence:

0.984

Half-life:

43 days