Measurable Spaces and Functions
There does not exist a function with all of the following properties:
- (a) is a function from the set of subsets of to
- (b) for every @open interval of
- (c) for every @disjoint sequence of subsets of
- (d) for every and every
Outline: assume such a exists. Then we can show that it has all of the properties of outer measure that were used to prove Nonadditivity of outer measure, but this means doesn't satisfy (c), a contradiction. TODO: full proof from paper notes.
-Algebras
Suppose is a set and is the set of subsets of Then is called a -algebra on if the following three conditions are satisfied:
Referenced by (6 direct, 33 transitive)
Direct references:
Transitive (depth 1):
- Absolutely Continuous Random Variable
- Estimator
- example-8
- Identically Distributed
- Parametric Family
- Statistical Model
Transitive (depth 2):
- Probability Density Function
- Bias
- Fano's Inequality
- Probability of Error
- proof-of-corollary-90
- Independent and Identically Distributed
- Parameter
- Parameterization
- remark-16
- remark-17
Transitive (depth 3):
- corollary-88
- fanos-inequality-remark-2
- proof-of-corollary-88
- Weak Form of Fano's Inequality
- Law of Large Numbers
- lemma-93
- proof-of-weak-asymptotic-equipartition-property
- Weak Asymptotic Equipartition Property
- bifurcation
- fanos-inequality-remark
- Identifiable
- Parameters Factor Through the Parameterization
- Parameter Space
- Convolution
Transitive (depth 4):
Referenced by (6 direct, 27 transitive)
Direct references:
Transitive (depth 1):
- Probability Density Function
- Bias
- Fano's Inequality
- Probability of Error
- proof-of-corollary-90
- Independent and Identically Distributed
- Parameter
- Parameterization
- remark-16
- remark-17
Transitive (depth 2):
- corollary-88
- fanos-inequality-remark-2
- proof-of-corollary-88
- Weak Form of Fano's Inequality
- Law of Large Numbers
- lemma-93
- proof-of-weak-asymptotic-equipartition-property
- Weak Asymptotic Equipartition Property
- bifurcation
- fanos-inequality-remark
- Identifiable
- Parameters Factor Through the Parameterization
- Parameter Space
- Convolution
Transitive (depth 3):
If and is the set of all subsets of that are countable or have a countable complement, then is -measurable but the set of positive real numbers is not -measurable.
Suppose is a set and is a set of subsets of Then, the intersection of all -algebras on that contain is a -algebra on
We know there is at least one -algebra on that contains because the @power set of is a @sigma-algebra and contains
Now, let be the intersection of all -algebras on that contain Then because by definition of -algebra, every -algebra contains the empty set. Suppose Then is in every -algebra on that contains and by definition, each -algebra also contains so Suppose is a sequence of elements of Then each is in every -algebra on that contains and so is the union of these and so it is in their intersection as well.
Smallest makes sense for terminology here because this intersection is a subset of every -algebra that contains