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Pronunciation varies by accent · noun
(mathematics and sciences) The transformation of raw data such that the resulting cumulative distribution is normal..
This procedure is termed transnormalization. Using variables that are transnormalized is a necessary, but not sufficient, condition for the joint distribution to be multi-normal. However, tests to date have shown that joint normality is a good assumption whenever the variables have been selected by nature, as opposed to having been selected artificially by man. Predictors selected by man, such as time of day, are included in the TRP equation as "marginal" variables.
... such transnormalization.
The three main procedures that comprise this multivariate transnormalized method are transnormalization, correlation, and regression conditional probability. The transnormalization process (a nonlinear process) transforms the observed or raw data into the standard normal variable with the same cumulative climatological probability as the raw predictor. Transnormalization ensures normal distribution of the predictor.
Use transnormalization when its meaning, tone and grammar fit the full sentence. A synonym is not always a direct replacement.
Transnormalization means (mathematics and sciences) The transformation of raw data such that the resulting cumulative distribution is normal..
The closest synonym depends on the sentence and intended sense.
The opposite depends on the specific sense.
This procedure is termed transnormalization. Using variables that are transnormalized is a necessary, but not sufficient, condition for the joint distribution to be multi-normal. However, tests to date have shown that joint normality is a good assumption whenever the variables have been selected by nature, as opposed to having been selected artificially by man. Predictors selected by man, such as time of day, are included in the TRP equation as "marginal" variables.
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