Data Analysis
输入对照组/实验组数据,输出转化率差异、95%/99% 置信区间、Z-test(比率)或 Welch t 检验(连续变量)的 p-value 与显著性判定、提升百分比、达到 80%/90% 功效所需样本量、推荐实验天数、Sequential testing 警告与 Bonferroni 多重比较修正。
用三种语言从你的代码中调用此工具。
curl -X POST 'https://api.elysiatools.com/zh/api/tools/ab-test-significance-calculator' \
-H 'Content-Type: application/json' \
-d '{"testType":"proportion","cSuccess":1200,"cVisitors":20000,"tSuccess":1320,"tVisitors":20000,"cMean":42.5,"cSd":12,"cN":500,"tMean":45.8,"tSd":12.5,"tN":500,"alpha":"0.05","power":"0.8","baselineCr":6,"mdeLift":5,"dailyVisitors":4000,"split":"50","comparisons":1,"decimalPlaces":2}'以 JSON 形式 POST 提交输入参数。文件类型参数需先单独上传。
POST https://api.elysiatools.com/zh/api/tools/ab-test-significance-calculator| 参数名 | 类型 | 必填 | 说明 |
|---|---|---|---|
| testType | select | 否 | — |
| cSuccess | number | 否 | — |
| cVisitors | number | 否 | — |
| tSuccess | number | 否 | — |
| tVisitors | number | 否 | — |
| cMean | number |
将此工具加入你的 Model Context Protocol 服务,让 AI 智能体可以列出并调用它。
将以下内容加入你的 MCP 客户端配置:
{
"mcpServers": {
"elysiatools-ab-test-significance-calculator": {
"name": "ab-test-significance-calculator",
"description": "输入对照组/实验组数据,输出转化率差异、95%/99% 置信区间、Z-test(比率)或 Welch t 检验(连续变量)的 p-value 与显著性判定、提升百分比、达到 80%/90% 功效所需样本量、推荐实验天数、Sequential testing 警告与 Bonferroni 多重比较修正。",
"baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=ab-test-significance-calculator",
"command": "",
"args": [],
"env": {},
"isActive": true,
"type": "sse"
}
}
}连接到 SSE 端点后,列出已开放的工具:
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list"
}通过工具 id 调用,参数由其参数表构建:
{
"jsonrpc": "2.0",
"id": 2,
"method": "tools/call",
"params": {
"name": "ab-test-significance-calculator",
"arguments": {
"testType": "proportion",
"cSuccess": 1200,
"cVisitors": 20000,
"tSuccess": 1320,
"tVisitors": 20000,
"cMean": 42.5,
"cSd": 12,
"cN": 500,
"tMean": 45.8,
"tSd": 12.5,
"tN": 500,
"alpha": "0.05",
"power": "0.8",
"baselineCr": 6,
"mdeLift": 5,
"dailyVisitors": 4000,
"split": "50",
"comparisons": 1,
"decimalPlaces": 2
}
}
}有问题或反馈?请联系 [email protected]
| — |
| cSd | number | 否 | — |
| cN | number | 否 | — |
| tMean | number | 否 | — |
| tSd | number | 否 | — |
| tN | number | 否 | — |
| alpha | select | 否 | — |
| power | select | 否 | — |
| baselineCr | number | 否 | — |
| mdeLift | number | 否 | — |
| dailyVisitors | number | 否 | — |
| split | select | 否 | — |
| comparisons | number | 否 | — |
| decimalPlaces | number | 否 | — |
HTML 结果
{
"result": "<div>Processed HTML content</div>",
"error": "Error message (optional)",
"message": "Notification message (optional)",
"metadata": {
"key": "value"
}
}