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Computation2
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Error of Measurement1
Maximum Likelihood Statistics1
Multivariate Analysis1
Regression (Statistics)1
Scaling1
Statistical Analysis1
Structural Equation Models1
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Psychometrika2
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Bentler, Peter M.1
Kuha, Jouni1
Satorra, Albert1
Skrondal, Anders1
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Improved Regression Calibration
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Skrondal, Anders; Kuha, Jouni – Psychometrika, 2012
The likelihood for generalized linear models with covariate measurement error cannot in general be expressed in closed form, which makes maximum likelihood estimation taxing. A popular alternative is regression calibration which is computationally efficient at the cost of inconsistent estimation. We propose an improved regression calibration…
Descriptors: Computation, Maximum Likelihood Statistics, Error of Measurement, Regression (Statistics)
Ensuring Positiveness of the Scaled Difference Chi-Square Test Statistic
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Satorra, Albert; Bentler, Peter M. – Psychometrika, 2010
A scaled difference test statistic T[tilde][subscript d] that can be computed from standard software of structural equation models (SEM) by hand calculations was proposed in Satorra and Bentler (Psychometrika 66:507-514, 2001). The statistic T[tilde][subscript d] is asymptotically equivalent to the scaled difference test statistic T[bar][subscript…
Descriptors: Structural Equation Models, Scaling, Computer Software, Statistical Analysis