Amelia Okonkwo
Former academic statistician; co-author of the variance paper; host of the Spring Variance Nights series.
Publications
Peer-reviewed research papers. Long-form articles. Interviews and editorials. All original. All reviewed.
A detailed comparison of the three main roulette variants—wheel layouts, house edges, and which version gives you the best odds.
What the house edge actually means, how it's calculated for every bet type, and why it's the most important number in any casino game.
Every bet on the roulette layout explained—from straight-up numbers to red/black, with payouts, odds, and which to use when.
An honest look at the Martingale betting system—how it works, why it's popular, and the mathematical reality that makes it dangerous.
How France's special roulette rules cut the house edge in half on even-money bets—and how to find tables that offer them.
The real differences between live dealer roulette and RNG (Random Number Generator) roulette—speed, fairness, experience, and which to choose.
How to set a session budget, choose bet sizes that match your bankroll, and leave the table with your dignity (and some money) intact.
The truth about wheel bias, rigged roulette, and how to tell the difference between bad luck and a genuinely unfair game.
We are especially interested in statistical studies, pedagogical research, and long-form historical essays.
We present a systematic study of within-session variance across ten thousand simulated European roulette sessions spanning 100 to 1,000 spins. We compare outside-bet and inside-bet strategies, quantify the effect of session length on both variance and perceived streakiness, and propose a bankroll scaling heuristic that accommodates the heavy tails we observed in shorter sessions. Our findings suggest that the practitioner's intuition about streaks is largely driven by the first 200 spins of a session; players who weather this period see variance behavior converge toward theoretical expectations thereafter.
This study examines how chip denomination choice influences player behavior at the table. Through a mixed-methods survey of 412 recreational players and observational data from four partner venues, we find that players systematically under-weight the cumulative risk of low-denomination chips and over-weight the nominal value of high-denomination chips. The effect is pronounced in sessions where the starting bankroll is presented as a single high-denomination chip. We propose a simple presentation heuristic for session hosts.
Dealer etiquette varies substantially across regions, affecting not only player enjoyment but also the tempo and observed variance of play. We document etiquette norms across twenty venues in six countries, with a focus on spin rhythm, player interaction, and tipping customs. We argue that these norms are more than decoration: they shape the statistical profile of a session.
If you have never sat at a roulette table before, read this first. Everything else waits. The table waits. The dealer waits. And we waited for you too.
An editorial on why the foundation curriculum of Roulette Community teaches the European layout before the American one — and why that ordering matters.
On a Thursday evening in north London, six people sit around a green-felted dining table. Between them sits a quiet little wheel. This is how communities start.
Regulars look relaxed. Do not let the posture fool you. Behind every relaxed regular is a patient, specific ambition.
Former academic statistician; co-author of the variance paper; host of the Spring Variance Nights series.
Curriculum lead for the Foundation program; trained many current chapter hosts.
Behavioral economist by training; author of the chip denomination study.
Author submits via the form, including an abstract and keywords.
An editor reads within five business days and flags scope issues.
Two blind peer reviewers provide structured feedback.
The editorial board decides: accept, revise, or decline.
Publications is a living document of how our community thinks about the wheel.
Research Highlights
Confirmed across 2.4 million simulated spins: prior outcomes have zero predictive value for future outcomes on a fair wheel.
Existing bias detection methods require sample sizes that are practically unachievable at normal play speeds. Community consensus: bias detection is not a viable strategy.
Session length is the primary driver of outcome variance. Short sessions (<50 spins) produce wildly variable results even on optimal bet sizing.
By the Numbers
Submission Guidelines
Research papers: 3,000–8,000 words. Articles: 800–3,000 words. Editorials: up to 1,500 words.
Plain text or Markdown preferred. Equations in LaTeX. Tables in CSV or Markdown table format.
Required for research papers. 150–250 words. Must include methodology, key finding, and conclusion.
APA format. All statistical claims must be cited. Original data must be attached or linked.
Mathematics of roulette, history, psychology, etiquette, pedagogy, and community studies. No gambling system promotion.
No content promoting gambling as a wealth-building strategy. No false probability claims. No minor participation.
Collaboration
Pair with a more experienced author to jointly develop a paper. The senior author leads; the co-author contributes research, data, or a specific section.
Review submitted papers before publication. Reviewers receive structured feedback templates and are listed in our reviewers' directory.
Stand for election to the editorial board. Board members make final publication decisions and guide journal strategy.
Translate published articles into other languages. Translations are published alongside the original and count toward points.