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riskdiff 0.2.0

Major New Features: Causal Inference with IPTW

đŸ”¬ Inverse Probability of Treatment Weighting (IPTW)

đŸ§ª Causal Inference Diagnostics

Enhanced Statistical Methods

Boundary Detection System

Improved Core Functionality

Testing and Quality Assurance

Comprehensive Test Suite (322+ Tests, Zero Failures)

Statistical Validation

Documentation and Examples

Enhanced Documentation

Updated Examples

Dataset Integration

Enhanced cachar_sample Dataset

API and Interface

New Functions

Enhanced Existing Functions

Statistical Foundation

Literature Integration

All causal inference methods implemented according to established best practices:

Methodological Rigor

Performance and Scalability

Computational Efficiency

Numerical Stability


riskdiff 0.1.0

Initial CRAN Release

[Previous version content remains unchanged…]

Development Philosophy

The riskdiff package bridges the gap between traditional epidemiological methods and modern causal inference, making sophisticated statistical techniques accessible to public health researchers worldwide. Version 0.2.0 aims to democratise causal inference for global health research.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.