power-optimization-patterns

Community

Power-optimized designs for efficient trials.

Authorchoxos
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Optimizes clinical trial design by identifying optimal sample sizes, event counts, and parameter tradeoffs to achieve target power while conserving resources.

Core Features & Use Cases

  • Power-focused optimization across multiple design scenarios to balance power, sample size, and costs.
  • Trade-off analysis between sample size, event counts, and power across conservative, expected, and optimistic assumptions.
  • Sensitivity analysis to assess robustness of the design under parameter uncertainty and constraint requirements.

Quick Start

Provide the target power and design constraints, and I will output the optimal sample size and event counts.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: power-optimization-patterns
Download link: https://github.com/choxos/BiostatAgent/archive/main.zip#power-optimization-patterns

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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