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  2. F-test - Wikipedia

    en.wikipedia.org/wiki/F-test

    To locate the critical F value in the F table, one needs to utilize the respective degrees of freedom. This involves identifying the appropriate row and column in the F table that corresponds to the significance level being tested (e.g., 5%). [6] How to use critical F values: If the F statistic < the critical F value Fail to reject null hypothesis

  3. Programming with Big Data in R - Wikipedia

    en.wikipedia.org/wiki/Programming_with_Big_Data_in_R

    Programming with Big Data in R (pbdR) [1] is a series of R packages and an environment for statistical computing with big data by using high-performance statistical computation. [ 2 ] [ 3 ] The pbdR uses the same programming language as R with S3/S4 classes and methods which is used among statisticians and data miners for developing statistical ...

  4. F-distribution - Wikipedia

    en.wikipedia.org/wiki/F-distribution

    In probability theory and statistics, the F-distribution or F-ratio, also known as Snedecor's F distribution or the Fisher–Snedecor distribution (after Ronald Fisher and George W. Snedecor), is a continuous probability distribution that arises frequently as the null distribution of a test statistic, most notably in the analysis of variance (ANOVA) and other F-tests.

  5. Non-Archimedean ordered field - Wikipedia

    en.wikipedia.org/wiki/Non-archimedean_ordered_field

    In a non-Archimedean ordered field, we can find two positive elements x and y such that, for every natural number n, nx ≤ y.This means that the positive element y/x is greater than every natural number n (so it is an "infinite element"), and the positive element x/y is smaller than 1/n for every natural number n (so it is an "infinitesimal element").

  6. Spearman's rank correlation coefficient - Wikipedia

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

    If F(r) is the Fisher transformation of r, the sample Spearman rank correlation coefficient, and n is the sample size, then z = n − 3 1.06 F ( r ) {\displaystyle z={\sqrt {\frac {n-3}{1.06}}}F(r)} is a z -score for r , which approximately follows a standard normal distribution under the null hypothesis of statistical independence ( ρ = 0 ).

  7. Ordered ring - Wikipedia

    en.wikipedia.org/wiki/Ordered_ring

    The real numbers are an ordered ring which is also an ordered field. The integers, a subset of the real numbers, are an ordered ring that is not an ordered field. In abstract algebra, an ordered ring is a (usually commutative) ring R with a total order ≤ such that for all a, b, and c in R: [1] if a ≤ b then a + c ≤ b + c. if 0 ≤ a and 0 ...

  8. f-divergence - Wikipedia

    en.wikipedia.org/wiki/F-divergence

    When satisfies the defining features of a f-divergence generator (() is finite for all >, () =, and () = + ()), then satisfies the same features, and thus defines a f-divergence . This is the "reverse" of D f {\displaystyle D_{f}} , in the sense that D g ( P ‖ Q ) = D f ( Q ‖ P ) {\displaystyle D_{g}(P\|Q)=D_{f}(Q\|P)} for all P , Q ...

  9. Stochastic ordering - Wikipedia

    en.wikipedia.org/wiki/Stochastic_ordering

    Similar to convex order, Laplace transform order is established by comparing the expectation of a function of the random variable where the function is from a special class: () = ⁡ (). This makes the Laplace transform order an integral stochastic order with the generator set given by the function set defined above with α {\displaystyle ...