Negative binomial distribution: Difference between revisions

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{{redirect|Injective|injective modules|Injective module}}
I'm Maddison (19) from Alsemberg, Belgium. <br>Ι'm learning Japanese literature аt ɑ local college and І'm jսst аbout to graduate.<br>Ӏ haνe a ρart time job in ɑ college.<br><br>Here is my web page :: [http://www.mechatrician.com/I_did_not_stumble_upon_the_Romanian_deadlift_until_2007._Reason_why_it_rocks! romanian deadlift to deadlift ratio]
{{Redirect|1-to-1|other uses of the term|One-to-one (disambiguation){{!}}One-to-one}}
 
[[Image:Injection.svg|thumb|200px|An injective non-surjective function (not a [[bijection]])]]
[[Image:Bijection.svg|thumb|200px|An injective surjective function ([[bijection]])]]
[[Image:Surjection.svg|thumb|200px|A non-injective surjective function ([[surjection]])]]
 
In [[mathematics]], an '''injective function''' or '''injection''' or '''one-to-one function''' is a [[function (mathematics)|function]] that preserves [[distinct]]ness: it never maps distinct elements of its [[Domain of a function|domain]] to the same element of its [[codomain]]. In other words, every element of the function's codomain is the [[image (mathematics)|image]] of ''at most'' one element of its domain. The term ''one-to-one function'' must not to be confused with ''one-to-one correspondence'' (aka  [[surjective]] injection or [[bijective function]]), which uniquely maps all elements in both domain and codomain to each other, (see figures).
 
Occasionally, an injective function from ''X'' to ''Y'' is denoted {{nowrap|''f'': ''X'' ↣ ''Y''}}, using an arrow with a barbed tail ({{unichar|21A3|RIGHTWARDS ARROW WITH TAIL|ulink=Unicode}}).<ref>{{cite web| title = Unicode| url = http://www.unicode.org/charts/PDF/U2190.pdf| accessdate = 2013-05-11}}</ref> The [[set (mathematics)|set]] of injective functions from ''X'' to ''Y'' may be denoted ''Y''<sup><u>''X''</u></sup> using a notation derived from that used for [[falling factorial power]]s, since if ''X'' and ''Y'' are finite sets with respectively ''m'' and ''n'' elements, the number of injections from ''X'' to ''Y'' is ''n''<sup><u>''m''</u></sup> (see the [[Twelvefold way#case i|twelvefold way]]).
 
A function ''f'' that is not injective is sometimes called many-to-one. However, this terminology is also sometimes used to mean "single-valued", i.e., each argument is mapped to at most one value.
 
A [[monomorphism]] is a generalization of an injective function in [[category theory]].
 
== Definition ==
Let ''f'' be a [[Function (mathematics)|function]] whose [[Domain of a function|domain]] is a set ''A''. The function ''f'' is '''injective''' if and only if for all ''a'' and ''b'' in ''A'', if ''f''(''a'') = ''f''(''b''), then ''a'' = ''b''; that is, ''f''(''a'') = ''f''(''b'') implies ''a'' = ''b''.&nbsp;&nbsp;Equivalently, if ''a'' ≠ ''b'', then ''f''(''a'') ≠ ''f''(''b'').
 
Symbolically,
 
: <math>\forall a,b \in A, \;\; f(a)=f(b) \Rightarrow a=b</math>
 
which is logically equivalent to the [[contrapositive]],
 
: <math>\forall a,b \in A, \;\; a \neq b \Rightarrow f(a) \neq f(b)</math>
 
== Examples ==
*For any set ''X'' and any subset ''S'' of ''X'' the [[inclusion map]] {{nowrap|''S'' → ''X''}} (which sends any element ''s'' of ''S'' to itself) is injective. In particular the [[identity function]] {{nowrap|''X'' → ''X''}} is always injective (and in fact bijective).
*If the domain ''X'' = ∅ or ''X'' has only one element, the function {{nowrap|''X'' → ''Y''}} is always injective.
*The function ''f''&nbsp;:&nbsp;'''R'''&nbsp;→&nbsp;'''R''' defined by ''f''(''x'')&nbsp;= 2''x''&nbsp;+&nbsp;1 is injective.
*The function ''g''&nbsp;:&nbsp;'''R'''&nbsp;→&nbsp;'''R''' defined by ''g''(''x'')&nbsp;= ''x''<sup>2</sup> is ''not'' injective, because (for example) ''g''(1)&nbsp;= 1&nbsp;= ''g''(−1). However, if ''g'' is redefined so that its domain is the non-negative real numbers <nowiki>[0,+∞)</nowiki>, then ''g'' is injective.
*The [[exponential function]] exp : '''R''' → '''R''' defined by exp(''x'') = ''e''<sup>''x''</sup> is injective (but not [[surjective]] as no real value maps to a negative number).
*The [[natural logarithm]] function ln : (0, ∞) → '''R''' defined by ''x'' &#x21A6; ln ''x'' is injective.
*The function ''g''&nbsp;:&nbsp;'''R'''&nbsp;→&nbsp;'''R''' defined by ''g''(''x'') = ''x''<sup>''n''</sup> &minus; ''x'' is not injective, since, for example, ''g''(0) = ''g''(1).
 
More generally, when ''X'' and ''Y'' are both the [[real line]] '''R''', then an injective function ''f''&nbsp;:&nbsp;'''R'''&nbsp;→&nbsp;'''R''' is one whose graph is never intersected by any horizontal line more than once. This principle is referred to as the ''[[horizontal line test]]''.
 
[[File:Injective function.svg|310px|"310px"|left|thumb|Injective functions. Diagramatic interpretation in the [[Cartesian plane]], defined by the [[Map (mathematics)|mapping]] ''f'' : ''X'' → ''Y'', where ''y'' = ''f''(''x''), ''X'' = [[Domain of a function|domain of function]], ''Y'' = [[range (mathematics)|range of function]], and im(''f'') denotes [[Image (mathematics)|image]] of ''f''. Every one ''x'' in ''X'' maps to exactly one unique ''y'' in ''Y''. The circled parts of the axes represent domain and range sets – in accordance with the standard diagrams above.]]
 
[[File:Non-injective function1.svg|400px|"400px"|right|thumb|Not an injective function. Here ''X''<sub>1</sub> and ''X''<sub>2</sub> are subsets of ''X'', ''Y''<sub>1</sub> and ''Y''<sub>2</sub> are subsets of ''Y'': for two regions where the function is not injective because more than one domain [[Element (mathematics)|element]] can map to a single range element. That is, it is possible for ''more than one'' ''x'' in ''X'' to map to the ''same'' ''y'' in ''Y''.]]
 
[[File:Non-injective function2.svg|550px|"550px"|right|thumb|Making functions injective. The previous function ''f'' : ''X'' → ''Y'' can be reduced to one or more injective functions (say) ''f'' : ''X''<sub>1</sub> → ''Y''<sub>1</sub> and ''f'' : ''X''<sub>2</sub> → ''Y''<sub>2</sub>, shown by solid curves (long-dash parts of initial curve are not mapped to anymore). Notice how the rule ''f'' has not changed – only the domain and range. ''X''<sub>1</sub> and ''X''<sub>2</sub> are subsets of ''X'', ''Y''<sub>1</sub> and ''Y''<sub>2</sub> are subsets of ''R'': for two regions where the initial function can be made injective so that one domain element can map to a single range element. That is, only one ''x'' in ''X'' maps to one ''y'' in ''Y''.]]
 
{{-}}
 
== Injections can be undone ==
 
Functions with [[Inverse_function#Left_and_right_inverses|left inverses]] are always injections. That is, given ''f''&nbsp;:&nbsp;''X''&nbsp;→&nbsp;''Y'', if there is a function ''g''&nbsp;:&nbsp;''Y''&nbsp;→&nbsp;''X'' such that, for every ''x'' &isin; ''X'' 
 
:''g''(''f''(''x'')) = ''x'' (''f'' can be undone by ''g'')
then ''f'' is injective. In this case, ''f'' is called a [[Retract (category theory)|section]] of ''g'' and ''g'' is called a [[Retract (category theory)|retraction]] of ''f''.
 
Conversely, every injection ''f'' with non-empty domain has a left inverse ''g'' (in conventional mathematics<ref>This principle is valid in conventional mathematics, but may fail in [[constructive mathematics]]. For instance, a left inverse of the inclusion {0,1} → '''R''' of the two-element set in the reals violates [[indecomposability]] by giving a [[Retract (category theory)|retraction]] of the real line to the set {0,1}.</ref>). Note that ''g'' may not be a complete [[inverse function|inverse]] of ''f'' because the composition in the other order, {{Nowrap|''f'' <small>o</small> ''g''}}, may not be the identity on ''Y''. In other words, a function that can be undone or "''reversed''", such as ''f'', is not necessarily [[inverse function|invertible]] ([[bijective]]). Injections are "''reversible''" but not always invertible.
 
Although it is impossible to reverse a non-injective (and therefore information-losing) function, one can at least obtain a "quasi-inverse" of it, that is a [[multivalued function|multiple-valued]] function.
 
== Injections may be made invertible ==
 
In fact, to turn an injective function ''f''&nbsp;:&nbsp;''X''&nbsp;→&nbsp;''Y'' into a [[bijective function|bijective]] (hence [[Inverse function|invertible]]) function, it suffices to replace its codomain ''Y'' by its actual range ''J'' = ''f''(''X''). That is, let ''g''&nbsp;:&nbsp;''X''&nbsp;→&nbsp;''J'' such that ''g''(''x'') = ''f''(''x'') for all ''x'' in ''X''; then ''g'' is bijective. Indeed, ''f'' can be factored as {{Nowrap| incl<sub>''J'',''Y''</sub> <small>o</small> ''g''}}, where incl<sub>''J'',''Y''</sub> is the [[inclusion function]] from ''J'' into ''Y''.
 
== Other properties ==
* If ''f'' and ''g'' are both injective, then {{Nowrap|''f'' <small>o</small> ''g''}} is injective.
[[Image:Injective composition2.svg|thumb|300px|The composition of two injective functions is injective.]]
* If {{Nowrap|''g'' <small>o</small> ''f''}} is injective, then ''f'' is injective (but ''g'' need not be).
* ''f''&nbsp;:&nbsp;''X''&nbsp;→&nbsp;''Y'' is injective if and only if, given any functions ''g'', ''h''&nbsp;:&nbsp;''W''&nbsp;→&nbsp;''X'', whenever {{Nowrap|''f'' <small>o</small> ''g''}} = {{Nowrap|''f'' <small>o</small> ''h''}}, then ''g''&nbsp;=&nbsp;''h''. In other words, injective functions are precisely the [[monomorphism]]s in the [[category theory|category]] '''[[Category of sets|Set]]''' of sets.
* If ''f''&nbsp;:&nbsp;''X''&nbsp;→&nbsp;''Y'' is injective and ''A'' is a [[subset]] of ''X'', then ''f''<sup>&nbsp;&minus;1</sup>(''f''(''A''))&nbsp;=&nbsp;''A''. Thus, ''A'' can be recovered from its [[image (function)|image]] ''f''(''A'').
* If ''f''&nbsp;:&nbsp;''X''&nbsp;→&nbsp;''Y'' is injective and ''A'' and ''B'' are both subsets of ''X'', then ''f''(''A''&nbsp;∩&nbsp;''B'')&nbsp;= ''f''(''A'')&nbsp;∩&nbsp;''f''(''B'').
* Every function ''h''&nbsp;:&nbsp;''W''&nbsp;→&nbsp;''Y'' can be decomposed as ''h''&nbsp;= {{Nowrap|''f'' <small>o</small> ''g''}} for a suitable injection ''f'' and surjection ''g''. This decomposition is unique [[up to isomorphism]], and ''f'' may be thought of as the [[inclusion function]] of the range ''h''(''W'') of ''h'' as a subset of the codomain ''Y'' of ''h''.
* If ''f''&nbsp;:&nbsp;''X''&nbsp;→&nbsp;''Y'' is an injective function, then ''Y'' has at least as many elements as ''X'', in the sense of [[cardinal number]]s. In particular, if, in addition, there is an injection from <math>Y</math> to <math>X</math>, then <math>X</math> and <math>Y</math> have the same cardinal number. (This is known as the [[Cantor–Bernstein–Schroeder theorem]].)
* If both ''X'' and ''Y'' are [[finite set|finite]] with the same number of elements, then ''f''&nbsp;:&nbsp;''X''&nbsp;→&nbsp;''Y'' is injective if and only if ''f'' is [[surjective]] (in which case ''f'' is [[bijective]]).
*An injective function which is a [[homomorphism]] between two algebraic structures is an [[embedding]].
*Unlike surjectivity, which is a relation between the graph of a function and its codomain, injectivity is a property of the graph of the function alone; that is, whether a function f is injective can be decided by only considering the graph (and not the codomain) of f.
 
==Proving that functions are injective==
A proof that a function ''&fnof;'' is injective depends on how the function is presented and what properties the function holds.
For functions that are given by some formula there is a basic idea.
We use the contrapositive of the definition of injectivity, namely that if ''&fnof;''(''x'')&nbsp;=&nbsp;''&fnof;''(''y''), then ''x''&nbsp;=&nbsp;''y''.<ref>{{cite web|last=Williams|first=Peter|title=Proving Functions One-to-One|url=http://www.math.csusb.edu/notes/proofs/bpf/node4.html}}</ref>
Here is an example:
: ''&fnof;''&nbsp;=&nbsp;2''x''&nbsp;+&nbsp;3
Proof: Let ''&fnof;''&nbsp;:&nbsp;''X''&nbsp;→&nbsp;''Y''.  Suppose ''&fnof;''(''x'')&nbsp;=&nbsp;''&fnof;''(''y'').  So 2''x''&nbsp;+&nbsp;3&nbsp;=&nbsp;2''y''&nbsp;+&nbsp;3 => 2''x''&nbsp;=&nbsp;2''y'' => ''x''&nbsp;=&nbsp;''y''.  Therefore it follows from the definition that ''&fnof;'' is injective. Q.E.D.
 
There are multiple other methods of proving that a function is injective.  For example, in calculus if ''&fnof;'' is differentiable, then it is sufficient to show that the derivative is always positive or always negative.  In linear algebra, if ''&fnof;'' is a linear transformation it is sufficient to show that the kernel of ''&fnof;'' contains only the zero vector.  If ''&fnof;'' is a function with finite domain it is sufficient to look through the list of images of each domain element and check that no image occurs twice on the list.
 
== See also ==
*[[Surjective function]]
*[[Bijective function]]
*[[Injective module]]
*[[Bijection, injection and surjection]]
*[[Horizontal line test]]
*[[Injective metric space]]
 
== Notes ==
<references/>
 
== References ==
* {{Citation | last1=Bartle | first1=Robert G. | title=The Elements of Real Analysis | publisher=[[John Wiley & Sons]] | location=New York | edition=2nd | isbn=978-0-471-05464-1 | year=1976}}, p.&nbsp;17 ''ff''.
* {{Citation | last1=Halmos | first1=Paul R. | author1-link=Paul R. Halmos | title=[[Naive Set Theory (book)|Naive Set Theory]] | isbn=978-0-387-90092-6 | year=1974 | publisher=Springer | location=New York}}, p.&nbsp;38 ''ff''.
 
==External links==
{{Wiktionary|injective}}
*[http://jeff560.tripod.com/i.html Earliest Uses of Some of the Words of Mathematics: entry on Injection, Surjection and Bijection has the history of Injection and related terms.]
*[http://www.khanacademy.org/math/linear-algebra/v/surjective--onto--and-injective--one-to-one--functions Khan Academy – Surjective (onto) and Injective (one-to-one) functions: Introduction to surjective and injective functions]
 
[[Category:Functions and mappings]]
[[Category:Basic concepts in set theory]]
[[Category:Types of functions]]

Latest revision as of 20:45, 24 December 2014

I'm Maddison (19) from Alsemberg, Belgium.
Ι'm learning Japanese literature аt ɑ local college and І'm jսst аbout to graduate.
Ӏ haνe a ρart time job in ɑ college.

Here is my web page :: romanian deadlift to deadlift ratio