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What is another word for Least Squares Analysis?

Pronunciation: [lˈiːst skwˈe͡əz ɐnˈaləsˌɪs] (IPA)

Least squares analysis, a statistical method utilized to determine the best-fitting line or curve for a given set of data points, boasts a variety of synonyms that share the same essence. One such synonym is "linear regression analysis", as this technique involves fitting a linear equation to the data points by minimizing the sum of squared differences between observed and predicted values. Another synonym is "curve fitting", as this term refers to the process of finding a curve that closely matches the data. Additionally, "ordinary least squares (OLS) regression" denotes the same concept, highlighting the regular linear regression approach commonly used. In essence, these synonyms offer alternate ways to describe the statistical technique employed to establish relationships within a dataset.
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What are the opposite words for Least Squares Analysis?

Antonyms for the term "least squares analysis" may include alternative techniques for regression analysis, such as maximum likelihood estimation or the method of moments. These methods involve different assumptions about the distribution of the data and offer different benefits and drawbacks, such as increased robustness or greater flexibility. Another potential antonym for least squares analysis could be non-parametric regression methods, which do not rely on any fixed functional form for the relationship between the variables under study. These methods may be better suited for data with non-linear or non-monotonic patterns, or for situations where there is limited prior knowledge about the underlying data generating process.

What are the antonyms for Least squares analysis?

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