Research Keywords

ARDL bounds testing is the workhorse of emerging-market and macro-finance cointegration papers because it tolerates mixed integration orders and small samples. Those same features make it the easiest cointegration method to abuse. Here is what a legitimate ARDL paper has to show, and where the archive’s ARDL papers land.

Monte Carlo policy gradient (REINFORCE) is the simplest policy-gradient method and, in the archive’s head-to-head option-hedging comparison, the only one that beat Black–Scholes delta hedging. This page explains why episodic finance problems suit it, where its variance bites, and how to read the papers that use it.

VaR is a quantile; everything interesting in risk measurement starts from its failures. This page maps coherent, convex, spectral, distortion and robust risk measures, the elicitability problem behind ES backtesting, what the archive’s papers add, and which measure fits which decision.

Three kinds of trading simulation answer three different questions. Replay engines test signal timing, agent-based simulators test impact and reflexivity, generative models test robustness to unseen paths. This page maps the archive’s simulators and gives a checklist for judging any simulation-based result.

VWAP prediction is really two problems: forecasting the intraday volume profile and turning that forecast into an order schedule that tracks the benchmark. The archive has one paper tagged exactly ‘VWAP prediction’, so this page widens to the volume-forecasting and VWAP-execution papers and explains how to evaluate each.

XGBoost is the default strong baseline for tabular finance problems. The archive’s 30 papers show it winning on credit and classification tasks, winning more modestly on returns, and losing its edge once costs, honest out-of-sample design and seed variance enter the picture.

Every paper in our archive tagged Asset Pricing Model, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged asymmetry, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged bimodality, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged Black-Scholes market, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged carbon pricing, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged counterfactuals, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged Credit Card Fraud Detection, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged Credit Default Swaps, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged Cryptoeconomics, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged DeFi (Decentralized Finance), scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged Drawdown, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged FBSDE, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged FRTB, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.

Every paper in our archive tagged Genetic Algorithm, scored for math complexity and empirical rigor and ranked so the most implementable work comes first.