PhD Research in Financial Market Learning and Price Discovery
Costly Oak Research studies how prices move from information to delivery: liquidity gaps, revisit behaviour, order-flow imbalance, and the short-run mechanics that classic efficiency arguments often leave out.
Educational research only - no promises, no shortcuts.
Proof, not theory
Evidence and research sit together here: live-market experience, FTMO documents, a 2024 NASDAQ futures pocket study, and a PhD proposal on liquidity-aware macro shock identification.
Historical documents only. Not investment advice, not a signal service, not a future-performance claim, and not an endorsement by any prop firm.
Read the pocket study ->Market lab
Costly Oak Research is positioned as a research and evidence site, not a signal room. The work starts with price-delivery theory, then tests whether the market leaves repeatable microstructure evidence.
How prices travel through liquidity gaps, impulse regions, unfinished pockets, and algorithmic order-matching behaviour.
Market ideas ->FTMO certificate and payout files are visible as supporting documents, while the page avoids implying future outcomes.
Results ->The site frames research themes, articles, and thesis direction without publishing the full proposal or overloading the homepage.
Research ->This material is provided for educational and demonstration purposes only. It is not a personal recommendation to buy, sell, or hold any financial instrument.
Trading futures, forex, options, and leveraged instruments carries substantial risk. You may lose some or all of your capital, and you should only trade with funds you can afford to lose.
Past performance is not a reliable indicator of future results. Live, simulated, or hypothetical examples may differ materially from outcomes achieved in real market conditions.