How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Independent events, pairwise independence, and mutual independence of a finite family
Definition
Two events and are independent when
A finite family is pairwise independent when every two distinct members are independent. It is mutually independent when for every nonempty , The empty-subfamily identity is also valid under the conventions and .
Depends on
Used by
- Events with the same probability need not be independent Counterexample
- Dependency digraphs for a finite family of bad events Definition
- Pairwise and mutual independence of finite-valued random variables Definition
- Three pairwise-independent events that are not mutually independent Example
- Mutual independence is inherited by subfamilies and by replacing events with complements Lemma
- Product weights normalize, and coordinate events are mutually independent Theorem
- Two positive-probability events are independent exactly when conditioning on either leaves the other's probability unchanged Theorem
Dependency tree · next 3 levels
Direct dependencies and their dependencies through the next three levels: 31 results over 10 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
- J. Matousek and J. Vondrak, The Probabilistic Method, Definition 1.1.4 (standard reference, not scraped)
- M. Bucic, Probabilistic Method, Definitions A.14-A.15 (standard reference, not scraped)