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PubMatic Inc ILLIQ-MFMEM Liquidity Analysis

Illiquidity prediction for Friday, July 24th, 2026

1 Day

3,510.11

increased by 172.34

1 Week

3,358.42

increased by 20.65

1 Month

3,406.83

increased by 69.06

Analysis last updated: Thursday, July 23, 2026 at 09:12 PM UTC

Date Range:

from

to

6M ·

1Y ·

2Y ·

5Y ·

All

graph of PubMatic Inc ILLIQ-MFMEM

News Impact Curve

How returns affect tomorrow's illiquidity

Illiquidity Forecast

How illiquidity evolves over time

Parameter Estimates

Dec 9, 2020 to Jul 17, 2026

Model Insight

This asset shows asymmetric liquidity dynamics: illiquidity rises 44% more after negative returns than after positive returns of equal magnitude. This multi-frequency model splits illiquidity into a fast short-run component and a slow-moving long-run level that drifts over the sample rather than a constant baseline.

μ

ILLIQ-MFMEM Model

Tap to view equation

ParameterValuet-statistic
m

window

Rolling window length

126
α

ARCH

Response to squared shocks

0.0776
7.24***
β

GARCH

Volatility persistence

0.8833
145.81***
γ

leverage

Additional response to negative shocks

0.0342
2.28**
λ₁

tau intercept

Baseline long-term coefficient

10.0000
7.42***
λ₂

forecast adj.

Forecast performance sensitivity

0.0000
0.01
λ₃

tau persistence

Long-term factor persistence

0.9988
633.35***

Persistence:

0.978

Half-life:

31 days