I have a very very basic question on the CDF and limits

  • Thread starter Thread starter Roni1985
  • Start date Start date
  • Tags Tags
    Cdf Limits
Click For Summary

Homework Help Overview

The discussion revolves around the properties of cumulative distribution functions (CDFs) and their continuity at specific points for given functions. The original poster examines the functions G(x) = |x|/x and H(x) = arctan(x) to determine their right continuity and left limits at x = 0 and x = 1.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • The original poster attempts to analyze the limits of G(x) as x approaches 0 from both sides, questioning the continuity and limit properties of the function. They express uncertainty about the requirements of the problem.
  • Participants discuss the limits of G(x) and clarify that the limit from the positive direction is 1 and from the negative direction is -1, leading to questions about whether G(x) qualifies as a CDF.
  • There is an exploration of the continuity of H(x) and its implications for being a CDF, with participants questioning the relevance of CDF properties in the context of the problem.

Discussion Status

The discussion is ongoing, with participants providing insights into the properties of the functions in question. Some guidance is offered regarding the limits and continuity of G(x) and H(x), but there is no explicit consensus on the interpretation of the problem or the relevance of CDF properties.

Contextual Notes

Participants note that the problem may not strictly be about CDFs but rather about understanding continuity and limits, raising questions about the intent behind the professor's mention of CDF properties.

Roni1985
Messages
200
Reaction score
0

Homework Statement



1. For a random variable X, the function F defined by
F(x) = P(X <= x),−inf < x < inf
is called the cumulative distribution function of X. A property of every distribution function F is that
it is right continuous with left limits.
For the following functions, determine if they are right continuous and/or have left limits at the
indicated values. (A “yes” or “no” answer is insufficient. Justify your answers or no credit will be
given.)
(a) at x = 0 and x = 1 for G(x) = |x|/x .
(b) at x = 0 and x = 1 for H(x) = arctan(x).


Homework Equations



(a) at x = 0 and x = 1 for G(x) = |x|/x .
(b) at x = 0 and x = 1 for H(x) = arctan(x).

The Attempt at a Solution



Well, if we look at 'a', I was trying to find the limit when x->0+ and limit when x->0-. I am getting -1 and 1
but the function is not defined at x=0.
and it's not right continuous nor left continuous, and it has right and left limits, correct?

OR I don't get the question.

Can somebody tell me what I need to do here or lead me to the correct way ??

Thanks in advance,
Roni.
 
Physics news on Phys.org
That sounds fine to me. Except I would say lim 0+ of |x|/x is 1. It's the limit as x->0 from the positive direction, right? OR I don't get the question. Or I misunderstand your notation.
 
Dick said:
That sounds fine to me. Except I would say lim 0+ of |x|/x is 1. It's the limit as x->0 from the positive direction, right? OR I don't get the question. Or I misunderstand your notation.

yes, that's what I meant, from the positive side it's 1 and from the negative side it's -1.

So, this equation is not a CDF ? as far as I understand, a CDF is right continuous and has left limits . But this one is neither right nor left continuous and has left and right limits, right ?

now what about arctan(x) ?

As far as I know, arctan is continuous from -inf to inf. So, it's right continuous but doesn't have left limit, right ? So it's not a CDF either?
If so, why did the professor mention the CDF properties ? O_o
 
Uh, don't know. Maybe the question isn't really about CDF's but about concepts of continuity and limits and mentioning CDFs was just a motivation. As far as I know, a good CDF f(x) has the property that lim x->-infinity is 0 and lim x->infinity is 1. Neither of those functions is good in that respect.
 
Dick said:
Uh, don't know. Maybe the question isn't really about CDF's but about concepts of continuity and limits and mentioning CDFs was just a motivation. As far as I know, a good CDF f(x) has the property that lim x->-infinity is 0 and lim x->infinity is 1. Neither of those functions is good in that respect.

I see, I guess you are right .
Thank you very much for your help :)
 

Similar threads

  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 12 ·
Replies
12
Views
4K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 11 ·
Replies
11
Views
2K
Replies
4
Views
3K
  • · Replies 11 ·
Replies
11
Views
3K
  • · Replies 10 ·
Replies
10
Views
1K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
3
Views
1K