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JMP 统计分析 - 拟合模型 - 省略结果

在使用 JMP 对我们的数据集进行统计分析的过程中，我们遇到了以下问题，我想与您分享，以询问其他 JMP 用户是否遇到过这种情况，并知道发生这种情况的原因以及如何解决。

Fit Model(
	Y( :Measured RP% ),
	Effects,
	Random Effects( :Assay ),
	NoBounds( 0 ),
	Personality( "Standard Least Squares" ),
	Method( "REML" ),
	Emphasis( "Minimal Report" ),
	Run(
		:Measured RP% << {Summary of Fit( 1 ), Analysis of Variance( 0 ),
		Parameter Estimates( 1 ), Scaled Estimates( 0 ),
		Plot Actual by Predicted( 0 ), Plot Regression( 0 ),
		Plot Residual by Predicted( 0 ), Plot Studentized Residuals( 0 ),
		Plot Effect Leverage( 0 ), Plot Residual by Normal Quantiles( 0 )}
	),
	Where( :Sample == "Accuracy 40" ),
	SendToReport(
		Dispatch(
			{"Response Measured RP% Sample=Accuracy 40"},
			"Parameter Estimates",
			OutlineBox,
			{Close( 0 )}
		),
		Dispatch(
			{"Response Measured RP% Sample=Accuracy 40", "Parameter Estimates"},
			"Std Error",
			NumberColBox,
			{Visibility( "Collapse" )}
		),
		Dispatch(
			{"Response Measured RP% Sample=Accuracy 40", "Random Effect Predictions"
			},
			"Std Error",
			NumberColBox,
			{Visibility( "Collapse" )}
		),
		Dispatch(
			{"Response Measured RP% Sample=Accuracy 40",
			"REML Variance Component Estimates"},
			"Std Error",
			NumberColBox,
			{Visibility( "Collapse" )}
		),
		Dispatch(
			{"Response Measured RP% Sample=Accuracy 40",
			"REML Variance Component Estimates"},
			"95% Lower",
			NumberColBox,
			{Visibility( "Collapse" )}
		),
		Dispatch(
			{"Response Measured RP% Sample=Accuracy 40",
			"REML Variance Component Estimates"},
			"Sqrt Variance Component",
			NumberColBox,
			{Visibility( "Visible" )}
		),
		Dispatch(
			{"Response Measured RP% Sample=Accuracy 40",
			"REML Variance Component Estimates"},
			"Pct of Total",
			NumberColBox,
			{Visibility( "Collapse" )}
		),
		Dispatch(
			{"Response Measured RP% Sample=Accuracy 40",
			"REML Variance Component Estimates"},
			"CV",
			NumberColBox,
			{Visibility( "Visible" )}
		),
		Dispatch(
			{"Response Measured RP% Sample=Accuracy 40", "Effect Details", "Assay",
			"Least Squares Means Table"},
			"Std Error",
			NumberColBox,
			{Visibility( "Collapse" )}
		)
	)
)

高级统计建模分享和交流结果回复：JMP统计分析-拟合模型-省略结果注意：随附的Word文档中描述了遇到的问题的说明。回复：JMP统计分析-拟合模型-省略结果

你好@lefkiosvanrooij ，

 

我能够基于DOCX文件中包含的内容重新创建使用较小的数据表集时遇到的错误。

 

因此，我认为这与您在“拟合模型”窗口中选择（或取消选择）“无限制方差分量”有关。 如果选中它，则CI的计算方式与未选中时不同，请参阅JMP帮助。这里。 可能是您不能使用REML方法，在这种情况下，您可以使用EMS方法来估计方差。 您还可以选中“仅估计方差组件”框。

 

我不是统计学家，所以我无法评论哪种方法适合您的分析，但是我相信如果未选中“无限制方差成分”，那么对于某些样本，您会得到拟合报告为0的错误，例如Accuracy 40。

 

希望这可以帮助！，

DS