latent variable
English
Etymology
The variables are latent (“hidden”) because they are not directly observed, but instead inferred from other variables.
Noun
latent variable (plural latent variables)
- (statistics) A variable that is not directly measured but is inferred by means of a mathematical model from one or more directly observed variables.
- 1995, J. Tague-Sutcliffe, L. Vaughan, C. Sylvain, “Using LISREL to Measure the Impact of Information on Development: London Site Pilot Study”, in Paul McConnell, editor, Making a Difference: Measuring the Impact of Information on Development, Proceedings of a Workshop, page 141:
- Each of these is a latent variable, which is measured by one or more observable variables.
- 2002, Cavid J. Bartholomew, 1: Old and New Approaches to Latent Variable Modelling, George A. Marcoulides, Irini Moustaki (editors), Latent Variable and Latent Structure Models, 2012, page 1,
- The earliest use of latent variable ideas in time series appears to have been due to Wiggins (1973) but, as so often happens, it was not followed up. […] The basis for this remark can be explained by reference to a simple example which, at first sight, appears to have little to do with latent variables.
- 2008, Donna Harrington, Confirmatory Factor Analysis, page 26:
- As stated earlier, in addition to having df greater than 0, the second condition for model identification is that the latent variables have to be scaled.
Synonyms
- (variable not directly measured): hidden variable, hypothetical construct, hypothetical variable
See also
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