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based on the Gaussian assumption of data vs based on the Gaussian assumption

Both phrases are correct, but they are used in slightly different contexts. The first phrase, 'based on the Gaussian assumption of data,' implies that the assumption is specifically about the data. The second phrase, 'based on the Gaussian assumption,' is more general and does not specify what the assumption is about.

Last updated: March 19, 2024 • 564 views

based on the Gaussian assumption of data

This phrase is correct and commonly used in technical contexts to specify that the assumption is related to the data being analyzed.

This phrase is used when referring to an assumption specifically about the data being analyzed, often in statistical or scientific contexts.

Alternatives:

based on the assumption of Gaussian data
based on the assumption that the data follows a Gaussian distribution

based on the Gaussian assumption

This phrase is correct and more general, not specifying what the assumption is about. It is commonly used in various contexts where the Gaussian assumption is relevant.

This phrase is used when referring to a general assumption that follows a Gaussian distribution, without specifying that it is about the data being analyzed.

Show examples from the web [+]

a Kalman filter analysis update to the inflation parameters based on the Gaussian assumption. In this study, Li et al.'s Gaussian approach is advanced to include ...
The probability density function for half-cycle excursions for an arbitrarily given wave spectrum is developed based on the Gaussian assumption. The results of ...
estimates, as the SCM, are based on the Gaussian assumption that does not hold for α < 1. For α = 1, EL2 and B2 provide approximately the same performance.
It is based on covariance matrix analysis, which is based on the Gaussian assumption. IC analysis is based on non-Gaussian assumption of the independent ...

Alternatives:

based on the assumption of Gaussian distribution
based on the Gaussian distribution assumption

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