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martingramage/Bayesian-Evidence-Synthesis

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App README

Bayesian Evidence Synthesis API

Live Space License: AGPL-3.0

A web API for Bayesian evidence synthesis and Meta-Analytic Predictive (MAP) prior generation.

This service provides automated report generation based on Bayesian meta-analysis workflows commonly used in clinical development and historical borrowing applications.

Overview

The API is powered by:

BayesianEvidenceSynthesis.jl

https://github.com/martingramage/BayesianEvidenceSynthesis.jl

and exposes a simplified interface for generating evidence synthesis reports without requiring a local Julia installation.

Features

—Meta-Analytic Predictive (MAP) prior construction
—Effective Sample Size (ESS) estimation
—Robustified prior generation
—Automated PDF report creation
—Browser-based access through Hugging Face Spaces

API Endpoint

Generate Report

POST /generate_report

Input

A data file containing the studies to be synthesized.

Output

A PDF report including:

—MAP posterior distributions
—ESS diagnostics
—Robustified priors
—Summary statistics
—Graphical outputs

Architecture

text

Client
   │
   ▼
Hugging Face Space
   │
   ▼
Oxygen.jl API
   │
   ▼
BayesianEvidenceSynthesis.jl
   │
   ▼
PDF Report

Source Code

Core Package

https://github.com/martingramage/BayesianEvidenceSynthesis.jl

Methodological Study

https://github.com/martingramage/RBest-vs-Bayesmeta

Intended Use

This API is intended for:

—Bayesian statisticians
—Clinical trial researchers
—Pharmaceutical statisticians
—Evidence synthesis workflows
—Historical borrowing studies

Disclaimer

This software is intended for research and methodological evaluation purposes. Users remain responsible for validating all analyses and outputs before use in regulatory, clinical, or decision-making settings.

License

This project is licensed under the GNU Affero General Public License v3.0 (AGPL-3.0).

See the LICENSE file for details.