Statistics and integration problem

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Homework Help Overview

The discussion revolves around a statistics problem involving cumulative probability and integration, specifically related to profit calculations under a normal distribution.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the concept of cumulative probability and its interpretation in the context of profit. Questions arise regarding the meaning of cumulative probability and how to calculate it using integration. There are attempts to clarify the relationship between probabilities and time periods for expected events.

Discussion Status

Participants are actively discussing the interpretation of cumulative probability and its implications. Some guidance has been offered regarding the normal distribution parameters, and there is an ongoing exploration of how to relate probabilities to timeframes. Multiple interpretations of the problem are being considered without a clear consensus.

Contextual Notes

There are mentions of specific values for mean and standard deviation, as well as references to external resources for further clarification. Participants express uncertainty about the calculations and their meanings, indicating potential gaps in understanding.

Boogieface
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Statistics and integration problem (urgent)

can anyone help me with (6)?
 

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what is the cumulative probability of a profit < 0?
 
sorry, what does cumulative probability mean?
In (3), I assumed the region is when the x-axis is negative which is 0.025 probabiltiy.
In (4), I used (3) as the same answer.
In (5), I used the calculator to work out putting integral with -10 lower bound and 0 upper bound. I got 0.028
but it doesn't make much sense at all...
 
so you want to find P(X<=0) where X is the profit

Knowing it is a normal distribution with mean 2 and SD 1, this is the probability of being 2 D's from the mean

this means it should be a about 2.2-2.3% probability, though you should be able to look it up in a table no worries to get an exact number - also see below
http://en.wikipedia.org/wiki/File:Standard_deviation_diagram.svg

as mentioned for a 4% probability we intepret t his as a (1 in 1/0.04=25year ) event

what does this translate into for a 2.3% event (or whatever number you come up with?)
 
lanedance said:
so you want to find P(X<=0) where X is the profit

Knowing it is a normal distribution with mean 2 and SD 1, this is the probability of being 2 D's from the mean

this means it should be a about 2.2-2.3% probability, though you should be able to look it up in a table no worries to get an exact number - also see below
http://en.wikipedia.org/wiki/File:Standard_deviation_diagram.svg

as mentioned for a 4% probability we intepret t his as a (1 in 1/0.04=25year ) event

what does this translate into for a 2.3% event (or whatever number you come up with?)
sorry, I still don't get the idea how to change it into years that the bank would make a loss.
 
For the 4% case
1/25 = 0.04 = 4%
work backwards from that

The idea is that in 1 year in 25 is 4% of that time period. If the probability of an event is 4%, we would expect it to occurs 1 year in every 25 on average
 
lanedance said:
For the 4% case
1/25 = 0.04 = 4%
work backwards from that

The idea is that in 1 year in 25 is 4% of that time period. If the probability of an event is 4%, we would expect it to occurs 1 year in every 25 on average

what i have done is, use 1 divided by the answer of (5) P = 0.0228
 
sounds like a good idea - do you get a reasonable answer?
 

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