meanydeany / Academic work

The academic foundation.

Two papers in financial econometrics and Bitcoin price dynamics. Each is a starting point for the questions I now study in futures markets, not a claim about today’s account performance.

MSc Economics thesis · Revised 14 October 2026

Volatility Regime Filtering in Futures Markets

Can volatility regimes improve the context in which an intraday futures strategy operates?

EGARCH / Student-t / Ablation / Walk-forward

Approach
Daily EGARCH conditioning, long-only intraday breakouts, ablation, bootstrap, and walk-forward analysis of a participation gate and exposure-scaling bundle.
Evidence and revision
Retrospective development comparisons; the gate and scaling effects are not separately identified. Timing, provenance and execution accounting remain limits on the reported backtests.
Connection to current work
This work led to a sharper distinction between forecasting risk and demonstrating that a trading policy benefits from the forecast.
Continue reading
Related BTC risk research ↗

Seminar paper · Revised 14 October 2026

Bitcoin Bubble Detection with GSADF

When does Bitcoin price behavior exhibit statistical explosiveness?

GSADF / BSADF / Explosive roots / Time-series diagnostics

Approach
Exploratory right-tailed testing: GSADF for the sample-wide statistic and BSADF sequences for episode dating against matching critical values.
Evidence and revision
Reconstructed from the original PDF because editable source was unavailable. The original figure and reported scalar conflict; the specification, critical values and exact episode dates require replication.
Connection to current work
A foundation in testing market narratives against data. Detecting an explosive episode is not the same as timing an entry or exit.
Continue reading
How I test research claims ↗

From the papers to the present

Research continues
beyond the thesis.