Unified Shapley Value Framework und Application & Utilities Bundle fur Multiple Industries®℠🅪™©:

Defensible Shapley Allocator — Final Ready Desktop App® ℠ 🅪 🄮:

• Die institutionelle, Enterprise Edition, Corporate Structured
• The Institutional‑Grade, B2B, D.A.O.Enterprise Edition, Corporate Consumers Structured Add-on.

Industry applicable Additive Subadditive Knowledge-based Risk-adjusted Realistic Industry-synergy

Sophisticated and De-complicated Investment, Decision Support, Allocations, Econometrics, FinTech Tools

Contains in it:

SHAPLEY VALUE COST‑SHARING CALCULATOR

Shapley value calculator (metric-driven, exact rational allocations)

Enhanced Shapley Value Calculator with Mechanism Design

Incorporates recent industry research on multi-dimensional contribution metrics

Coalition production model and implementation

json and csv reports generation

Fetches historical data for real tickers

Estimates EWMA/GARCH vol, fits Merton jump-diffusion by MLE (fallbacks included)

Runs hedging backtests (delta-only and delta+gamma) with a stylized LOB

Performs grid search with walk-forward cross-validation and risk controls

Exports CSVs and plots; prints best parameter sets and backtest summaries

Black-Scholes pricer and Greeks

Stylized Limit Order Book (simple)

Delta-Gamma Hedges

Synthetic London + New York backtest framework

- Two city environment drivers (London, New York)

- Generates 3 synthetic stocks per city

- Fits Merton jump-diffusion (MLE fallback), EWMA vol

- Simulates minute-level realized paths, runs delta and delta+gamma hedges

- Small grid search with walk-forward (if scikit-learn installed)

- Saves CSV, PNG, and interactive HTML outputs to timestamped OUTDIR

Widgeted structured HSI

Desktop app product+Interactive Console Tool

Advanced Shapley value cost-sharing models

- PPPShapleyModel: public-private partnership infrastructure model

- EnergyParkShapleyModel: multi-park energy system model

- CoworkingShapleyModel: co-working network with dynamic lambda (completed)

- UnifiedIndustryShapleyModel: unified industry framework with simple templates

Synthetic London + New York backtest with real-environment fetcher integration

- Tries to fetch solar irradiance, temperature, radiation from Met Office / SynopticData / OWM-phase

- Falls back to synthetic seasonal drivers if fetch fails or not configured

- Generates synthetic daily histories for 3 stocks per city, fits Merton jump-diffusion (MLE fallback),

 Simulates minute-level realized paths, runs hedging backtests (delta-only and delta+gamma),

 performs a small grid search (walk-forward if scikit-learn available), and saves CSV/PNG/HTML outputs.

Thread orchestration

Additive

Subadditive

Manual input for every coalition

Mechanism adjustment design

Unified Shapley Value Framework for Multiple Industries

Infrastructure PPP

Energy Systems

Supply Chain Alliance

Co-working Network

Participatory Sensing

CO-WORKING NETWORK OPTIMIZATION - AGENT DATA

Based on Aosta Valley case study with ISTAT data

Bi-objective Optimization Model for Co-working Networks

Based on research in Annals of Operations Research (2026)

Shapley Value Model for Public-Private Partnership Infrastructure Projects

Based on research: "Research on the Optimization of Multi-Party Cooperation 

Model for Infrastructure PPP Projects (Atlantis Press, 2026)

ITM Fair Just S.P.