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AIclinicalresearch/docs/03-业务模块/ST-统计分析工具/README.md
HaHafeng 31d555f7bb docs: Update architecture docs with platform infrastructure details
- Add platform infrastructure chapter to frontend-backend architecture design
- Update system architecture document with 6 new infrastructure modules
- Update AI onboarding guide with infrastructure overview
- Link to backend/src/common/README.md for detailed usage guide

Key Updates:
- Storage service (LocalAdapter + OSSAdapter)
- Logging system (Winston + JSON format)
- Cache service (Memory + Redis)
- Async job queue (Memory + Database)
- Health check endpoints
- Monitoring metrics
- Database connection pool
- Environment config management

All modules support zero-code switching between local and cloud environments.

Related: #Platform-Infrastructure
2025-11-17 08:36:10 +08:00

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# ST - 统计分析工具
> **模块代号:** ST (Statistical Tools)
> **开发状态:** ⏳ 规划中
> **商业价值:** ⭐⭐⭐⭐ 高频
> **独立性:** ⭐⭐⭐⭐
> **优先级:** P2
---
## 📋 模块概述
统计分析工具提供100+种轻量化统计工具,满足即时、小型的分析需求。
---
## 🎯 核心功能
### 工具分类
**描述性统计:**
- 均值、中位数、标准差
- 频数分布
- 交叉表
**推断性统计:**
- t检验
- 卡方检验
- 方差分析ANOVA
**相关与回归:**
- 相关分析
- 线性回归
- Logistic回归
**高级分析:**
- ROC曲线
- 生存分析
- Meta分析
---
## 📂 文档结构
```
ST-统计分析工具/
├── [AI对接] ST快速上下文.md # ⏳ 待创建
├── 00-项目概述/
│ └── 02-工具清单100+.md # ⏳ 待创建
└── README.md # ✅ 当前文档
```
---
## 🔗 依赖的通用能力
- **文档处理引擎** - 数据导入
---
## 🎯 商业模式
**与SSA模块协同售卖**
---
**最后更新:** 2025-11-06
**维护人:** 技术架构师