Distribution function primitive

Click For Summary
SUMMARY

The discussion focuses on deriving the cumulative distribution function (CDF) from a given probability density function (PDF) defined as f(x) = x + 1 for -1 < x ≤ 0, f(x) = -x + 1 for 0 ≤ x < 1, and f(x) = 0 otherwise. The correct CDF is found to be F(x) = (1/2)x² + x + 1/2 for -1 < x ≤ 0 and F(x) = -(1/2)x² + x + 1/2 for 0 ≤ x < 1, with F(x) = 1 for x ≥ 1. The constant c = 1/2 is determined by ensuring that F(-1) = 0 and F(1) = 1, which are necessary conditions for a valid CDF.

PREREQUISITES
  • Understanding of cumulative distribution functions (CDF) and probability density functions (PDF)
  • Knowledge of integration techniques for piecewise functions
  • Familiarity with the properties of CDFs, including boundary conditions
  • Basic algebraic manipulation and solving equations
NEXT STEPS
  • Study the properties of cumulative distribution functions (CDFs) in probability theory
  • Learn about piecewise functions and their integration techniques
  • Explore the concept of continuity and limits in the context of CDFs
  • Investigate common mistakes in notation when dealing with multiple functions in mathematical problems
USEFUL FOR

Students studying probability and statistics, educators teaching calculus and probability concepts, and anyone involved in mathematical modeling of random variables.

cham
Messages
6
Reaction score
0

Homework Statement


the distribution function: f(x)=
x + 1 when -1 < x ≤ 0
-x + 1 when 0 ≤ x < 1
0 otherwise

Homework Equations



The Attempt at a Solution


on the first interval i found (1/2)x2 +x + c
on the second interval -(1/2)x2 + x + c
and when integrating the c's will cancel each other

now my math teacher found
on the first inervall f= (1/2)x2 +x+1/2
on the second f=-(1/2)x2 + x +1/2
f=1 otherwise

now i want to know how did find that c=1/2 because we have to draw the graph
 
Last edited by a moderator:
Physics news on Phys.org
It's not clearly stated, but I gather you are trying to find the cumulative distribution function from the density function. ('Distribution function' is not specific enough.)
Why do you say the c's cancel? Using the CDF you found for the second interval, including the unknown c, what does that tell you about the CDF at +infinity? What value must a CDF take at +infinity?
 
  • Like
Likes   Reactions: cham
cham said:

Homework Statement


the distribution function: f(x)=
x + 1 when -1 < x ≤ 0
-x + 1 when 0 ≤ x < 1
0 otherwise

Homework Equations



The Attempt at a Solution


on the first interval i found (1/2)x2 +x + c
on the second interval -(1/2)x2 + x + c
and when integrating the c's will cancel each other

now my math teacher found
on the first inervall f= (1/2)x2 +x+1/2
on the second f=-(1/2)x2 + x +1/2
f=1 otherwise

now i want to know how did find that c=1/2 because we have to draw the graph



Please do not use boldface font for the whole message---only for parts you really want to emphasize (as I do below).
Mod note: I removed the excess boldface.
Anyway: you need F(-1) = 0 and F(1) = 1, so that tells you what must be the value of c.

Note: do NOT use the same letter, f, for both the density function and the distribution function; your second function should be called F, or at least by some other symbol different from your first f. Using the same symbol for two different quantities in the same problem is a sure way to lose marks for no good reason!
 
Last edited by a moderator:
  • Like
Likes   Reactions: HallsofIvy

Similar threads

  • · Replies 15 ·
Replies
15
Views
2K
  • · Replies 3 ·
Replies
3
Views
5K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 12 ·
Replies
12
Views
3K
Replies
8
Views
5K
  • · Replies 7 ·
Replies
7
Views
1K
Replies
6
Views
2K
  • · Replies 14 ·
Replies
14
Views
4K
  • · Replies 10 ·
Replies
10
Views
4K