ab-test-calculator

A/B测试计算器。样本量计算、统计显著性检验、实验时长预估、结果报告、贝叶斯分析。AB test calculator with sample size, significance testing, duration estimation, reports, and Bayesian analysis.

View Source SKILL.md

Stars

Installs

Status

ACTIVE

Visibility

PUBLIC

安装方式

直接复制以下提示词，发送给你的 AI 助手即可完成安装。

请先检查是否已安装 SkillHub 商店，若未安装，请根据 https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/skillhub.md 安装 SkillHub 商店，然后安装 ab-test-calculator 技能。若已安装，则直接安装 ab-test-calculator 技能。

Overview

Skill Key: bytesagain/ab-test-calculator
Author: BytesAgain
Source Repo: openclaw/skills
Version: 1.0.0
Source Path: skills/bytesagain/ab-test-calculator
Latest Commit SHA: d470f9ca309dedb72d0e29a9533dc91d41f1d8e2

Extracted Content

SKILL.md excerpt

# A/B Test Calculator Skill

A/B测试统计计算器 — 科学决策，数据驱动。

## Commands

Run via: `bash scripts/abtest.sh <command> [args...]`

| Command      | Description                    |
|--------------|--------------------------------|
| calculate    | 计算两组的统计显著性             |
| sample       | 计算所需最小样本量               |
| significance | 检验p值和置信区间                |
| duration     | 预估实验所需天数                 |
| report       | 生成完整A/B测试报告              |
| bayesian     | 贝叶斯方法分析胜率               |

## Usage Examples

```bash
# 计算显著性（访客数 转化数）
bash scripts/abtest.sh calculate 1000 50 1000 65

# 计算样本量（基线转化率 最小可检测提升 显著性水平）
bash scripts/abtest.sh sample 0.05 0.02 0.95

# 预估实验时长（日均流量 所需样本量）
bash scripts/abtest.sh duration 5000 16000

# 贝叶斯分析
bash scripts/abtest.sh bayesian 1000 50 1000 65

# 生成报告
bash scripts/abtest.sh report 1000 50 1000 65 "按钮颜色测试"
```

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