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  2. Pearson correlation coefficient - Wikipedia

    en.wikipedia.org/wiki/Pearson_correlation...

    The Pandas and Polars Python libraries implement the Pearson correlation coefficient calculation as the default option for the methods pandas.DataFrame.corr and polars.corr, respectively. Wolfram Mathematica via the Correlation function, or (with the P value) with CorrelationTest. The Boost C++ library via the correlation_coefficient function.

  3. Polar set - Wikipedia

    en.wikipedia.org/wiki/Polar_set

    The real polar of a subset of is the set: := { : ⁡ , } and the real prepolar of a subset of is the set: := { : ⁡ , }.. As with the absolute prepolar, the real prepolar is usually called the real polar and is also denoted by . [2] It's important to note that some authors (e.g. [Schaefer 1999]) define "polar" to mean "real polar" (rather than "absolute polar", as is done in this article) and ...

  4. Spearman's rank correlation coefficient - Wikipedia

    en.wikipedia.org/wiki/Spearman's_rank_correlation...

    Python has many different implementations of the spearman correlation statistic: it can be computed with the spearmanr function of the scipy.stats module, as well as with the DataFrame.corr(method='spearman') method from the pandas library, and the corr(x, y, method='spearman') function from the statistical package pingouin.

  5. Null (physics) - Wikipedia

    en.wikipedia.org/wiki/Null_(physics)

    Open ended tubes must have zero air pressure change at the end of the tube so this point is a pressure null. Closed tubes must have zero air velocity at the end of the tube so this point is a velocity null. There may be further nulls along the tube depending on the vibration mode that has been set up by the instrument player. Higher modes have ...

  6. Polar set (potential theory) - Wikipedia

    en.wikipedia.org/wiki/Polar_set_(potential_theory)

    The most important properties of polar sets are: A singleton set in is polar. A countable set in is polar. The union of a countable collection of polar sets is polar. A polar set has Lebesgue measure zero in .

  7. Polar decomposition - Wikipedia

    en.wikipedia.org/wiki/Polar_decomposition

    If x ≠ 0, z = x(1 + ε(y/x)) is a polar decomposition of a dual number z = x + yε, where ε 2 = 0; i.e., ε is nilpotent. In this polar decomposition, the unit circle has been replaced by the line x = 1, the polar angle by the slope y/x, and the radius x is negative in the left half-plane.

  8. Singular value decomposition - Wikipedia

    en.wikipedia.org/wiki/Singular_value_decomposition

    Consequently, if all singular values of a square matrix ⁠ ⁠ are non-degenerate and non-zero, then its singular value decomposition is unique, up to multiplication of a column of ⁠ ⁠ by a unit-phase factor and simultaneous multiplication of the corresponding column of ⁠ ⁠ by the same unit-phase factor.

  9. Construction of a complex null tetrad - Wikipedia

    en.wikipedia.org/wiki/Construction_of_a_complex...

    To determine the remaining tetrad vectors {,, ¯} and their covectors, besides the basic cross-normalization conditions, it is also required that: (i) the outgoing null normal field acts as the null generators; (ii) the null frame (covectors) {,,, ¯} are parallelly propagated along ; (iii) {, ¯} spans the {t=constant, r=constant} cross ...