Research Papers

17 pages·Part of Scholar

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The Mathematics Behind Casino Profitability

A long-form paper on expected value, house edge, variance, ruin probability, and the math that turns casino volume into profit.

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Browse by academic branch

Every Scholar paper is listed once below under its primary academic branch. Some papers cross disciplines, but each is placed where its main method or question fits best.

Academic branch · 4 papers

Mathematics & Probability

Expected value, probability models, game mechanics, strategy optimization, and deterministic randomness.

Strategy Guide

Optimizing Expected Value in Blackjack Basic Strategy

A formal paper on blackjack basic strategy as a compressed decision policy derived from expected-value maximization under rule-constrained information.

Recommended · Math / Odds Explainer

The Mathematics Behind Casino Profitability

A long-form paper on expected value, house edge, variance, ruin probability, and the math that turns casino volume into profit.

Math / Odds Explainer

The Mathematics of Deterministic Randomness

A long-form analysis of PRNGs, virtual reels, RTP structure, near-misses, and the deterministic architecture behind modern slot algorithms.

Myth Debunk Page

Baccarat Roadmaps, Hidden State, and Misread Patterns

A long-form paper on baccarat roadmaps, hidden state, card-removal limits, and why visual pattern systems do not create positive expectation.

Academic branch · 3 papers

Statistics & Data Science

Tail risk, forecasting, anomaly detection, Bayesian reasoning, and evidence-led performance analysis.

Operations Explainer

Detecting Unusual Results in High-Volatility Table Games

A long-form paper on VIP baccarat hold variance, conditional risk, EVT tail modeling, and Bayesian anomaly detection for high-limit table-game operations.

Operations Explainer

Drop-at-Risk Methodology for Casino Forecasting

A research-style methodology for modeling mass-market drop, conditional volatility, and downside planning through a Drop-at-Risk framework.

Operations Explainer

Reconciling Drop, Handle, and Hold

A research-style paper on reconciling drop, handle, and hold through expected-value modeling, anomaly detection, and evidence-led investigation.

Academic branch · 1 paper

Operations Research & Optimization

Constrained assignment, graph models, route design, simulation, and operational optimization.

Operations Explainer

Combinatorial Optimization in Casino Floor Layouts

A research-style paper on casino floor design through weighted graphs, route entropy, constrained assignment, and simulation.

Academic branch · 3 papers

Psychology & Behavioral Science

Near-misses, loss chasing, persistent play, reinforcement design, and gambling-related decision behavior.

Myth / Bias Explainer

Losing by Design

A long-form paper on losing-streak persistence, near misses, LDWs, loot-box style reward systems, and responsible design implications.

Myth / Bias Explainer

Loss Chasing, Near-Misses, and Persistent Play

A long-form analysis of persistent play, near-miss effects, LDWs, frictionless payment, and structural design risk in gambling-like systems.

Myth / Bias Explainer

The Persistence Amplification Model of Electronic Gambling Losses

A research-style paper integrating near-misses, LDWs, loss chasing, frictionless payment, and vulnerability into a unified model of persistent play.

Academic branch · 4 papers

Economics, Finance & Credit

Casino credit, repayment risk, empirical research design, capital structure, leverage, and financial exposure.

Operations Explainer

Borrowed Chips and Distorted Risk

A long-form paper on casino credit, mental accounting, credit-funded play, and a simulated framework for marker repayment risk.

Operations Explainer

Empirical Extension: Real-Data Pathways

A research-extension note on anonymized marker data, legal-record datasets, experimental design, and jurisdictional frameworks for casino credit research.

Operations Explainer

Revised Empirical Strategy for Casino Credit Research

A methodological extension on anonymized marker data, public case records, controlled experiments, and jurisdictional frameworks for casino credit research.

Casino Volatility Transfer: Leverage, Debt Service, and the Option Value of Equity

Academic branch · 2 papers

Hospitality, Sociology & Service Management

Patron relationships, service recovery, social context, integrated-resort amenities, and portfolio contribution.

Operations Explainer

The Service Recovery Paradox in High-Value Casino Patron Experiences

This paper develops a casino-specific framework for service recovery in high-value patron relationships, introducing Recovery-Adjusted Patron Value and setting compliance boundaries around host discretion, credit, AML, and responsible-gambling risk.

From Loss Leaders to Portfolio Yield: Measuring the Whole Casino-Resort Relationship