Measurement error bias in linear regression
Data generation
Number of observations:
Residual variation (sd):
Intercept:
Slope:
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Observations:
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Measurement error:
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Transparency (observations):
Transparency (segments):
Measurement error in X
Measurement error (mean):
Measurement error (sd):
Measurement error applied to Y-values:
Reset measurement error in X
Measurement error in Y
Measurement error (mean):
Measurement error (sd):
Measurement error applied to X-values:
Reset measurement error in Y
Results
Estimates (without error)
Estimates (with error)