scholarly journals Nonparametric Identification and Semiparametric Estimation of Classical Measurement Error Models Without Side Information

2013 ◽  
Vol 108 (501) ◽  
pp. 177-186 ◽  
Author(s):  
S. M. Schennach ◽  
Yingyao Hu
Keyword(s):  
Measurement Error ◽  
Side Information ◽  
Semiparametric Estimation ◽  
Nonparametric Identification ◽  
Error Models ◽  
Measurement Error Models ◽  
Classical Measurement

Measurement Error in Schooling: Evidence from Samples of Siblings and Identical Twins

2006 ◽  
Vol 5 (1) ◽  
Author(s):  
Audrey Light ◽  
Alfonso Flores-Lagunes
Keyword(s):  
Measurement Error ◽  
Likelihood Ratio ◽  
Method Of Moments ◽  
Causal Effect ◽  
Generalized Method Of Moments ◽  
Identical Twins ◽  
Error Models ◽  
Measurement Error Models ◽  
Classical Measurement ◽  
Flexible Models

AbstractThe value of sibling data for identifying the causal effect of schooling on wages hinges on our ability to eliminate biases due to the mismeasurement of schooling. Analysts typically assume errors in schooling reports are "classical." In this study, we use generalized method of moments to estimate the parameters of a range of measurement error models, including forms of both classical and mean-reverting error models; we estimate the models using a sample of identical twins and a sample of non-twin siblings. The results of likelihood ratio-type tests reveal that variants of classical measurement error models fit both datasets about as well as more flexible models.

scholarly journals A Moment-Adjusted Imputation Method for Measurement Error Models

Biometrics ◽  
2011 ◽  
Vol 67 (4) ◽  
pp. 1461-1470 ◽  
Author(s):  
Laine Thomas ◽  
Leonard Stefanski ◽  
Marie Davidian
Keyword(s):  
Measurement Error ◽  
Imputation Method ◽  
Error Models ◽  
Measurement Error Models

Using measurement error models to account for georeferencing error in species distribution models

Ecography ◽  
2015 ◽  
Vol 39 (3) ◽  
pp. 305-316 ◽  
Author(s):  
Jorge Velásquez-Tibatá ◽  
Catherine H. Graham ◽  
Stephan B. Munch
Keyword(s):  
Measurement Error ◽  
Species Distribution ◽  
Species Distribution Models ◽  
Distribution Models ◽  
Error Models ◽  
Measurement Error Models
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