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如何計算 jmp pro 中的曲線下面積?

stellaporkchop
Level I

你好!

在最近的一項研究中,我在基線(禁食)和食用兩種纖維中的一種後的四個時間點收集了血液樣本(每個受試者都接受了兩種類型的纖維,但在不同的日子)。我分析了血液樣本以確定每個時間點各種化合物的濃度。我想計算每個受試者的兩種類型纖維後每種化合物的曲線下面積。jmp pro 有沒有簡單的方法可以做到這一點?我是一個新手,沒有使用代碼的經驗......

任何建議將不勝感激 - 謝謝!

本文原文为English (US)撰写,为方便起见已翻译过。 当你回复时,它也会被翻译回English (US)。

7 REPLIES 7
dale_lehman
Level VII

回复:如何計算 jmp pro 中的曲線下面積?

請提供更多詳細信息。您想計算 ROC 曲線的 AUC 嗎?聽起來並非如此,因為您的因變量似乎是連續的。如果它確實是連續的,那麼您需要解釋一下“曲線下面積”的含義,具體來說您指的是哪條曲線?如果您真正指的是 AUC,那麼 JMP Pro 會自動為許多平台提供此值,但您的因變量應該是名義(分類)變量。根據您的描述,我不清楚您將分析什麼作為名義因變量。

本文原文为English (US)撰写,为方便起见已翻译过。 当你回复时,它也会被翻译回English (US)。

回复:如何計算 jmp pro 中的曲線下面積?

感謝您提供寶貴的見解。 我最終使用 Prism 而不是 JMP 並設法獲得了 AUC,因此我不得不學習如何在 JMP 中執行此操作。有時,使用您習慣的東西會更容易!

本文原文为English (US)撰写,为方便起见已翻译过。 当你回复时,它也会被翻译回English (US)。

回复:如何計算 jmp pro 中的曲線下面積?

這將有助於關注此討論的其他社區成員了解您在做什麼。 我們仍然不知道您的數據或分析中的“曲線”是什麼意思。 這樣,我們就可以為不使用 Prism 的 JMP 用戶提供“閉環”解決方案。

本文原文为English (US)撰写,为方便起见已翻译过。 当你回复时,它也会被翻译回English (US)。

markschahl
Level V

回复:如何計算 jmp pro 中的曲線下面積?

標記:

 

碰巧我也在嘗試做同樣的事情。
FDE 課程 > 頂點研究 > 聚合物開發示例(見下文)。 我有這樣的分子量分佈數據。 我想知道有多少質量的 MW > 10^6。 由於我沒有函數,因此我需要數值積分來回答問題。 現有的 JMP 平台是否可以做到這一點? 或者是時候拿出我的數值方法教科書並寫一些公式了……?

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本文原文为English (US)撰写,为方便起见已翻译过。 当你回复时,它也会被翻译回English (US)。

回复:如何計算 jmp pro 中的曲線下面積?

也許你終究不會“打開”那本教科書。

 

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本文原文为English (US)撰写,为方便起见已翻译过。 当你回复时,它也会被翻译回English (US)。

markschahl
Level V

回复:如何計算 jmp pro 中的曲線下面積?

標記:

謝謝! Integrate() 採用表達式作為參數 f(x)。 我沒有表達式,只有原始 (x,y) 數據。 我不想為其擬合平滑曲線,因為我真的對分佈中的凹凸感興趣。

本文原文为English (US)撰写,为方便起见已翻译过。 当你回复时,它也会被翻译回English (US)。

回复:如何計算 jmp pro 中的曲線下面積?

我認為你必須訴諸求和。 Summation() 函數對於此目的很有用。 它應該適用於數據表中的行或矩陣中的行。 我想不出其他什麼了。

本文原文为English (US)撰写,为方便起见已翻译过。 当你回复时,它也会被翻译回English (US)。