Open main menu
Home
Random
Recent changes
Special pages
Community portal
Preferences
About Wikipedia
Disclaimers
Incubator escapee wiki
Search
User menu
Talk
Dark mode
Contributions
Create account
Log in
Editing
Probability mass function
(section)
Warning:
You are not logged in. Your IP address will be publicly visible if you make any edits. If you
log in
or
create an account
, your edits will be attributed to your username, along with other benefits.
Anti-spam check. Do
not
fill this in!
==Formal definition== Probability mass function is the probability distribution of a [[discrete random variable]], and provides the possible values and their associated probabilities. It is the function <math>p: \R \to [0,1]</math> defined by {{Equation box 1 |indent = |title= |equation = <math>p_X(x) = P(X = x)</math> |cellpadding= 6 |border |border colour = #0073CF |background colour=#F5FFFA}} for <math>-\infin < x < \infin</math>,<ref name=":0" /> where <math>P</math> is a [[probability measure]]. <math>p_X(x)</math> can also be simplified as <math>p(x)</math>.<ref>{{Cite book|title=Engineering optimization : theory and practice| last=Rao | first = Singiresu S.|date=1996|publisher=Wiley|isbn=0-471-55034-5|edition=3rd|location=New York|oclc=62080932}}</ref> The probabilities associated with all (hypothetical) values must be non-negative and sum up to 1, <math display="block">\sum_x p_X(x) = 1 </math> and <math display="block"> p_X(x)\geq 0.</math> Thinking of probability as mass helps to avoid mistakes since the physical mass is [[Conservation of mass|conserved]] as is the total probability for all hypothetical outcomes <math>x</math>.
Edit summary
(Briefly describe your changes)
By publishing changes, you agree to the
Terms of Use
, and you irrevocably agree to release your contribution under the
CC BY-SA 4.0 License
and the
GFDL
. You agree that a hyperlink or URL is sufficient attribution under the Creative Commons license.
Cancel
Editing help
(opens in new window)