Incorporating measurement error in the estimation of autoregressive models for longitudinal data

1994 ◽  
Vol 42 (1-2) ◽  
pp. 1-18 ◽  
Author(s):  
Christopher H. Schmid ◽  
Mark R. Segal ◽  
Bernard Rosner
Keyword(s):  
Measurement Error ◽  
Longitudinal Data ◽  
Autoregressive Models

Using Longitudinal Data to Model Teachers' Ratings of Classroom Behavior as a Dynamic Process

1981 ◽  
Vol 6 (3) ◽  
pp. 237-255 ◽  
Author(s):  
Ian Plewis
Keyword(s):  
Measurement Error ◽  
Longitudinal Data ◽  
Dynamic Process ◽  
Categorical Data ◽  
Continuous Time ◽  
Classroom Behavior ◽  
Markov Models ◽  
Time Measurement ◽  
Small Sample ◽  
Educational Implications

Simple Markov models are fitted to a small sample of longitudinal categorical data of teachers' ratings of children's classroom behavior. Although the data consist only of observations at 5 occasions, it was possible, after dividing the data into two groups, to fit plausible models in continuous time. Measurement error and alternative longitudinal designs are discussed, and some possible educational implications are noted.

scholarly journals Nonparametric multistate representations of survival and longitudinal data with measurement error

2012 ◽  
Vol 31 (21) ◽  
pp. 2303-2317 ◽  
Author(s):  
Bo Hu ◽  
Liang Li ◽  
Xiaofeng Wang ◽  
Tom Greene
Keyword(s):  
Measurement Error ◽  
Longitudinal Data
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