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V-Lab

ATIF Holdings Ltd Zero Slope Spline-GARCH Volatility Analysis

Volatility prediction for Monday, July 27th, 2026

1 Day

83.67%

decreased by 0.67%

1 Week

96.55%

increased by 12.21%

1 Month

107.68%

increased by 23.34%

Analysis last updated: Friday, July 24, 2026 at 09:17 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

All

graph of ATIF Holdings Ltd S0GARCH

News Impact Curve

How returns affect tomorrow's volatility

Volatility Forecast

How volatility evolves over time

Parameter Estimates

May 3, 2019 to Jul 24, 2026

Model Insight

This model fits a time-varying baseline (a spline), so volatility mean-reverts toward a slowly-shifting long-run level rather than a constant. Short-run deviations decay with a half-life of 2 trading days.

τ

Zero Slope Spline-GARCH Model

Tap to view equation

ParameterValuet-statistic
ω

const

Unconditional variance weight

0.4593
3.37***
α

ARCH

Response to squared shocks

0.2260
5.42***
β

GARCH

Volatility persistence

0.4996
6.57***
γi Spline Coefficients
K=5
γ1-0.4447
-0.78
γ20.0167
0.02
γ31.0927
2.21**
γ4-1.1808
-2.80***
γ50.6666
2.36**

Persistence:

0.726

Half-life:

2 days