to orthogonalize
- verb
- /ɔrˈθɒɡənəˌlaɪz/
- Specialized
- In data analysis, we often need to orthogonalize the variables to ensure they do not influence each other.
- orthogonalize the sentiment
Examples
-
To extract the pure sentiment effect, we orthogonalize the sentiment measures against a set of macroeconomic variables.
Academic text (2016) -
As discussed above, we use orthogonalized sentiment measures, which reveal the pure sentiment component reflecting 'irrational exuberance' (Shiller, 2000).
Academic text (2016) -
And the option of using of orthogonalizing is is the right one to to know for a large system.
-
So that's what they contribute is how to orthogonalize that basis.
-
Researchers must orthogonalize different factors in their models to obtain clear results.
-
To achieve accurate results, it's essential to orthogonalize the components of the system.
Synonyms
To separate parts of your life, work, or feelings so they stay apart
Treat two things as separate even if they are linked
To separate parts of data so they are easier to understand
Surface Forms
Morphology
orthogonalize = orthogonal (semi-transparent) = orthogonal + ize
Formally derived from 'orthogonal' + '-ize', but the sense 'make independent/not affect each other' is a metaphorical extension of 'perpendicular' and may not be obvious to all learners.
Etymology
Orthogonalize comes from the parts ortho- meaning 'straight' and -gonal meaning 'angle'. Think of arranging ideas or parts like 'right angles' that do not touch or change each other, so to orthogonalize something is to make its parts independent.