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Performance of Estimators for Confirmatory Factor Analysis of Ordinal Variables with Missing Data
Structural Equation Modeling, 2020Missing data and ordinal indicators are common in applied research involving latent constructs. Unfortunately, ordinal indicators violate the linearity assumption for conventional CFA that is routinely used to provide structural validity evidence for ...
Pui‐wa Lei, Levi K. Shiverdecker
semanticscholar +3 more sources
SAGE Research Methods Foundations, 2020
We often want to use ordinal variables as independent/explanatory variables in our models. Rightly or wrongly, it is very common to treat such variables as continuous. Or, more precisely, as having interval-level measurement with linear effects. When the
Richard Williams
semanticscholar +2 more sources
We often want to use ordinal variables as independent/explanatory variables in our models. Rightly or wrongly, it is very common to treat such variables as continuous. Or, more precisely, as having interval-level measurement with linear effects. When the
Richard Williams
semanticscholar +2 more sources
REGRESSION MODELS WITH ORDINAL VARIABLES
American Sociological Review, 1984Most discussions of ordinal variables in the sociological literature debate the suitability of linear regression and structural equation methods when some variables are ordinal. Largely ignored in these discussions are methods for ordinal variables that are natural extensions of probit and logit models for dichotomous variables.
Christopher Winship, R. Mare
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Regression for ordinal variables without underlying continuous variables
Information Sciences, 2006Several techniques exist nowadays for continuous (i.e. numerical) data analysis and modeling. However, although part of the information gathered by companies, statistical offices and other institutions is numerical, a large part of it is represented using categorical variables in ordinal or nominal scales.
V TORRA +3 more
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A mixture model for ordinal variables measured on semantic differential scales
Econometrics and Statistics, 2021Subjective perceptions and attitudes are usually measured by administering questionnaires with ordered response scales. Among them, a particular case are semantic differential scales, where the respondent has to declare his/her position between two ...
Marica Manisera, P. Zuccolotto
semanticscholar +1 more source
, 2021
To ensure meaningful comparison of test scores across groups or time, measurement invariance (i.e., invariance of the general factor structure and the values of the measurement parameters) across groups or time must be examined.
Yu Liu, Suppanut Sriutaisuk
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To ensure meaningful comparison of test scores across groups or time, measurement invariance (i.e., invariance of the general factor structure and the values of the measurement parameters) across groups or time must be examined.
Yu Liu, Suppanut Sriutaisuk
semanticscholar +1 more source
A statistical model for the analysis of ordinal level dependent variables
Journal of Mathematical Sociology, 1975R. McKelvey, W. Zavoina
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