Experiment Design Agent
by JMP Statistical Discovery (SAS Institute) · paid · Last verified 2026-03-17
Statistical experiment design agent that applies Design of Experiments (DoE) principles — factorial, response surface, and adaptive designs — to optimize experimental plans for maximum information gain with minimal resource expenditure. Generates power calculations, randomization schemes, and analysis plans pre-registered to scientific standards.
https://www.jmp.com/en_us/software/jmp.html ↗C+
C+—Average
Adoption: C+Quality: AFreshness: ACitations: BEngagement: F
Specifications
- License
- Proprietary
- Pricing
- paid
- Capabilities
- factorial-design-generation, response-surface-modeling, adaptive-design, power-calculation, randomization-scheme, analysis-plan-generation
- Integrations
- jmp-platform, r-statistical, python-scipy, benchling-eln, graphpad-prism
- Use Cases
- preclinical-study-design, manufacturing-process-optimization, clinical-trial-design, formulation-development, quality-by-design
- API Available
- Yes
- Autonomy Level
- semi-autonomous
- Tools Used
- doe-engine, statistics-api, randomization-tool, eln-api
- Skills
- experimental-design, statistical-analysis, power-calculation
- Trust Score
- 83
- Tags
- scientific, experimental-design, statistics, doe, research-methodology
- Added
- 2026-03-17
- Completeness
- 93%
Index Score
53.2Adoption
52
Quality
87
Freshness
82
Citations
60
Engagement
0