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Showing 481–510 of 1709 reference entries
If F=∇f with f of class C¹, then ∫C F·dr=f(endpoint)−f(start), independent of the piecewise smooth path.
Mathematical statementMathematics & logicGreen's theorem and boundary orientationFor planar F=(P,Q) of class C¹ on a neighborhood of a bounded region D, ∮∂D(P dx+Q dy)=∫D(Qₓ−Pᵧ)dA and outward flux ∮∂D(P dy−Q dx)=∫D(Pₓ+Qᵧ)dA.
Mathematical statementMathematics & logicRegular Sturm–Liouville eigenvaluesFor −(py′)′+qy=λwy on [a,b] with homogeneous Dirichlet endpoints, real p,p′,q,w continuous, p,w>0 and q≥0, eigenvalues increase to infinity and eigenfunctions are unique up to scale.
Mathematical statementMathematics & logicWeighted eigenfunction expansionsFor the stated regular Sturm–Liouville problem and continuous piecewise smooth f, coefficients cₙ=∫f yₙw dx/∫yₙ²w dx give f=Σcₙyₙ at interior points.
MethodInformationRegular-language pumping lemmaIf a language is regular, some p≥1 ensures every accepted word x with |x|≥p decomposes as uvw with |uv|≤p, |v|≥1 and uvᵐw accepted for all m≥0.
Mathematical statementInformationNonregular equal-block languageThe language {0ⁿ1ⁿ:n≥0} is not regular.
MethodInformationFinite-automaton decision proceduresA DFA's language is empty iff no accepting state is reachable from its start.
MethodInformationContext-free membership and emptinessA finite context-free grammar has decidable membership: convert to Chomsky normal form and enumerate bounded derivations for a nonempty input word.
MethodInformationEarley chart parsingFor a finite CFG, chart Iⱼ stores dotted productions [A→β·γ,k], where k is the starting position.
MethodMathematics & logicExpectation from a continuous densityFor X with density f and measurable g, E[g(X)]=∫R g(x)f(x)dx when ∫|g(x)|f(x)dx<∞.
DefinitionMathematics & logicMarkov and Chebyshev probability boundsFor nonnegative X with finite mean and a>0, P(X≥a)≤E[X]/a.
Mathematical statementMathematics & logicDelta method for transformed estimatorsIf √n(θ̂−θ) converges in distribution to N(0,v) and g is differentiable at θ with g′(θ)≠0, then √n(g(θ̂)−g(θ)) converges to N(0,[g′(θ)]²v).
Mathematical statementMathematics & logicBonferroni family-wise error controlWhen testing m≥1 hypotheses, reject each only at a valid individual level α/m.
MethodMathematics & logicNeyman–Pearson simple-hypothesis testFor simple null and alternative laws with common mass/density support, a test rejecting for sufficiently large alternative/null likelihood ratio is most powerful against that alternative among tests of no greater null rejection probability.
Mathematical statementMathematics & logicGeneralized likelihood ratio and regular asymptoticsFor nested parametric models, Λ is the null-model supremum likelihood divided by the full-model supremum likelihood.
MethodMathematics & logicContingency-table independence likelihood testFor one multinomial sample in an r×c table, independence fits expected counts Eᵢⱼ=Nᵢ·N·ⱼ/n.
MethodMathematics & logicOne-way analysis of varianceFor k groups let B=Σnᵢ(x̄ᵢ−x̄)² and W=Σᵢⱼ(xᵢⱼ−x̄ᵢ)².
MethodMathematics & logicPermutations, cycles and orderThe bijections of an n-element set form Sₙ under composition, with n! elements.
MethodMathematics & logicPermutation sign and alternating groupThe parity of the number of transpositions in a permutation factorization is invariant.
Mathematical statementMathematics & logicConjugacy and cycle typeElements a,b of G are conjugate when b=gag⁻¹ for some g∈G; this is an equivalence relation.
Mathematical statementMathematics & logicLeft group actions and permutation representationsA left action G×X→X satisfies e·x=x and (gh)·x=g·(h·x).
DefinitionMathematics & logicOrbits, stabilizers and their indexFor a left action, Orb(x)={g·x:g∈G} and Stab(x)={g:g·x=x}.
Mathematical statementMathematics & logicCentralizers, center and class equationFor finite G, C_G(x)={g:gx=xg} is the conjugation stabilizer and Z(G) consists of elements commuting with every g.
Mathematical statementMathematics & logicCenter of a finite prime-power groupIf |G|=pᵏ with prime p and k≥1, the class equation implies p divides |Z(G)|, so Z(G) is nontrivial.
Mathematical statementMathematics & logicAutomorphism, inner and outer groupsAut(G) consists of group isomorphisms G→G under composition.
DefinitionMathematics & logicCauchy's prime-order theoremIf a prime p divides the order of finite G, G contains an element of order p and hence a cyclic subgroup of order p.
Mathematical statementMathematics & logicSylow existence, conjugacy and countsFor finite |G|=pᵏm, prime p, k≥1 and p∤m, Sylow p-subgroups have order pᵏ.
Mathematical statementMathematics & logicSylow normal-subgroup applicationsFor distinct primes p<q, a group of order pq has one Sylow q-subgroup, so it is normal.
MethodMathematics & logicBurnside orbit countingFor a finite group acting on finite X, the number of orbits is |G|⁻¹Σg∈G|Fix(g)|, where Fix(g)={x:g·x=x}.
MethodMathematics & logicExternal and internal direct productsG×H uses coordinatewise multiplication.
Definition