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Truncating the sieve at an odd depth over-estimates the size of the union and truncating it at an even depth under-estimates it
Statement
Let , , and the intersections be a sieve family (A finite family of subsets of a finite set , the intersections for , and the convention ), let , put , and let be the canonical natural (The canonical natural of a field). For and set
the first sum being over the finite set of -element subsets of and the second the real finite sum of Finite sums and finite products, by recursion. Thus , and . Then, in :
- Odd truncation over-estimates. for every .
- Even truncation under-estimates. for every .
- Both are equalities once the truncation reaches . for every .
Clause 1 at is the union bound , and clause 2 at is the trivial ; the first substantial even case is , where .
Facts & Assumptions
Given: A sieve family , , with intersections , union , traces and (A finite family of subsets of a finite set , the intersections for , and the convention ); ; the quantities and of the Statement; and, for , the indicator with value on and off it.
Indicator sums: for a finite and . Split into the disjoint blocks and (clause 3 of The sum rule: a finite disjoint union is finite with and , and a sum over a finite index set splits along a partition) and apply the constant clause (c) of The sum over a finite index set, and its product form.
Sieve facts (A finite family of subsets of a finite set , the intersections for , and the convention ): , , , and are finite ( for finite , A subset of a finite set is finite, with , and equality holds if and only if , The cardinality of a finite set); for nonempty , if and only if ; if and only if ; (The set of -element subsets and the binomial coefficient ); and every satisfies , by clause 2 of A subset of a finite set is finite, with , and equality holds if and only if , so whenever .
Splitting a sum along a partition of its index set (The sum rule: a finite disjoint union is finite with and , and a sum over a finite index set splits along a partition, clause 3); and, for sums over a finite index set, the bridge , the empty index set and the constant summand (The sum over a finite index set, and its product form, clauses (a) and (c)).
Interchange of a double sum over two finite index sets ( for finite index sets and ).
Real finite-sum laws, read over a finite index set through an enumeration (The sum over a finite index set, and its product form): additivity, scaling, splitting at an index and monotonicity (Laws of finite sums and finite products, clauses 1 to 4, Finite sums and finite products, by recursion).
The partial alternating row sum: for every and every ( for every and every ).
Powers of : and (Integer powers ); and , . For the last two, by clause 1 of Laws of integer exponents, and by clauses (b) and (d) of Exponentiation of natural numbers, , and its agreement with the integer power in with The canonical natural of a field; then .
Inclusion and exclusion, clause 1 (Inclusion and exclusion: , together with the complementary form counting the elements in none of the ).
Boundary values of a binomial coefficient: for every , while whenever , so in particular for (The set of -element subsets and the binomial coefficient ); and for every natural , being strictly increasing with (Laws of finite sums and products in , and , clause 7).
is an ordered field (Ordered field, Field).
Proof
Each with counted pointwise. By [L1], for every ; interchanging the resulting double sum by [L4] gives . For every is nonempty, so by [L2] the inner sum is of the number of with , that is . Hence for every .
The pointwise truncation. For and put .
A closed form for . Splitting at the index by [L5] gives , which by [L7] and scaling is ; hence . So when , by [L6]. When every term of is by [L9], so .
counted pointwise. Scaling step 1.1 by gives for every ; summing over , using from [L3] and interchanging by [L4], gives for every .
The pointwise comparison. Let and . If then by [L2], so by step 1.3. If then , and step 1.3 with [L7] gives and , since of a natural number is at least by [L9]. So for every .
Clauses 1 and 2. Monotonicity of a finite sum over the index set , applied to step 2.2, gives ; the middle term is by [L1] and the outer two are and by step 2.1.
Clause 3. The sets for are pairwise disjoint with union , since a nonempty has exactly one cardinality and it satisfies by [L2]; splitting the sieve sum along this partition, and using for from [L7], gives , which equals by [L8]. For , splitting at the index by [L5] and noting that forces , hence and by [L2], [L3] and [L9], gives ; with step 3.1 this completes all three clauses.
Remarks
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Why the parity is written as and . Nothing among this page's declared prerequisites defines the words even and odd, and the statement needs only the two families of truncation depths, which the two displayed forms name directly. The sign facts and are then the whole use of parity in the proof.
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Where the error term comes from. Step 1.3 says that a truncation at depth misses the indicator of at a point of trace size by exactly , a single binomial coefficient. The sign of that term is what makes the inequality go one way for one parity and the other way for the other, and its nonnegativity is what makes the inequality hold at all.
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A point outside the union contributes nothing at any depth, which is why no hypothesis relating to appears. The ambient set may be much larger than the union without affecting either side.
Depends on
- Inclusion and exclusion: $\iota\lvert\bigcup_{i \in I} A_i\rvert = \sum_{\varnothing \ne J \subseteq I}(-1)^{\lvert J\rvert + 1}\,\iota\lvert A_J\rvert$, together with the complementary form counting the elements in none of the $A_i$
- $\sum_{j<m+1}(-1)^{j}\,\iota\binom{t}{j} = (-1)^{m}\,\iota\binom{t-1}{m}$ for every $t \ge 1$ and every $m$
- A finite family $(A_i)_{i \in I}$ of subsets of a finite set $X$, the intersections $A_J$ for $J \subseteq I$, and the convention $A_\varnothing = X$
- $\sum_{i \in S}\sum_{j \in T} a_{ij} = \sum_{(i,j) \in S \times T} a_{ij} = \sum_{j \in T}\sum_{i \in S} a_{ij}$ for finite index sets $S$ and $T$
- The sum rule: a finite disjoint union is finite with $\lvert A \cup B\rvert = \lvert A\rvert + \lvert B\rvert$ and $\lvert\bigcup_{i \in I} A_i\rvert = \sum_{i \in I}\lvert A_i\rvert$, and a sum over a finite index set splits along a partition
- The sum $\sum_{i \in S} a_i$ over a finite index set, and its product form
- The set $[A]^{k}$ of $k$-element subsets and the binomial coefficient $\binom{n}{k} := \lvert [n]^{k}\rvert$
- The canonical natural $\iota(n) = n \cdot 1_F$ of a field
- Integer powers $a^m$
- Exponentiation of natural numbers, $m^{n}$, and its agreement with the integer power in $\mathbb{R}$
- Laws of integer exponents
- Laws of finite sums and finite products
- Finite sums and finite products, by recursion
- Laws of finite sums and products in $\mathbb{N}$, and $\iota\big(\sum_{k<n} a_k\big) = \sum_{k<n} \iota(a_k)$
- A subset of a finite set is finite, with $\lvert B\rvert \le \lvert A\rvert$, and equality holds if and only if $B = A$
- The cardinality $\lvert A\rvert$ of a finite set
- $\lvert\mathcal{P}(A)\rvert = 2^{\lvert A\rvert}$ for finite $A$
- Ordered field
- Field
Used by
Dependency tree · next 3 levels
Direct dependencies and their dependencies through the next three levels: 89 results over 30 levels. An arrow runs from a result to what uses it, and this result sits at the bottom with a heavier outline. Click the chart to enlarge it.
Sources
- Inclusion-exclusion principle (Wikipedia) (standard reference, not scraped)
- Boole's inequality (Wikipedia) (standard reference, not scraped)
- R. Stanley, Enumerative Combinatorics, Vol. 1, Ch. 2 (standard reference, not scraped)
- Indicator Functions and Inclusion-Exclusion (University of South Carolina notes) (standard reference, not scraped)
- Principle of Inclusion and Exclusion and Bonferroni Inequalities (Concordia notes) (standard reference, not scraped)