Standard deviation and probability for decay

In summary, the conversation discusses a nuclear research reactor and its safety procedures for radiation levels. The average countrate per minute is calculated to be 0.108 counts per minute and the standard deviation is determined to be 0.328. The probability of no counts being recorded over a random one minute interval is estimated, as well as the probability of the countrate exceeding 3 counts per minute, triggering the safety system. The exercise also asks for the standard deviation of the counts and the error on the calculated value for the countrate per minute, which is determined to be 0.328. The standard error for the estimate of the rate would depend on the sample size.
  • #1
Flabbergast
2
0

Homework Statement


(b)
A nuclear research reactor produces radiation for neutron scattering measurements. A safety procedure shuts the reactor down if a radiation level monitoring detector measures more than 3 counts per minute. In a test, 156 counts are recorded during a random 24 hour interval. What is the corresponding average countrate per minute? What is the standard deviation of the counts, and therefore what is the error on your calculated value (the countrate per minute)?

(c) Estimate the probability that no counts are recorded over a random one minute interval. What is the probability that the countrate during a random one minute interval exceeds 3 counts per minute, therefore tripping the safety system?

Homework Equations


SD etc.

The Attempt at a Solution


average = 156 counts / 1440min = 0.108 counts/min
SD= sqrt(0.108)=0.328
Average = 0.108+-0.328

need answers
 
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  • #2
Flabbergast said:
need answers
We don't give answers, just hints. Hint: This is an application of Poisson statistics.
 
  • #3
kuruman said:
We don't give answers, just hints. Hint: This is an application of Poisson statistics.
i know that
 
  • #4
Flabbergast said:
i know that
Then what is it that you don't know? Please be specific.
 
  • #5
Hi Flab, :welcome:

Flabbergast said:
but countrate can't be <0 so not sure this makes sense
You're right in the first point. If you define standard deviation as the square root of the variance, there is no problem with the second: the variance is well defined and well known and you have the right formula.
(in answer to the earlier post)

Flabbergast said:
need answers
See kuruman... :rolleyes:

Average = 0.108 ##\pm## 0.328 looks weird to me too. But the exercise asks for
Flabbergast said:
the standard deviation of the counts, and therefore what is the error on your calculated value
 
  • #6
Flabbergast said:
SD= sqrt(0.108)=0.328
What you have calculated here is the standard deviation for the number of events in one minute, 0.108 being the average for one minute.
This is not the standard error for the estimate of the rate. That must depend on the sample size (duration of test).

Hint: what would be the standard deviation for the number in 24 hours?

By the way, I assume the calculated standard error is not expected to feature in the remaining parts of the question. If it were it seems to me you'd need to use Bayesian analysis.
 
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FAQ: Standard deviation and probability for decay

What is standard deviation?

Standard deviation is a measure of how spread out a set of data is from the average (mean) value. It tells us how much the individual data points deviate from the mean.

Why is standard deviation important in science?

Standard deviation is important in science because it allows us to quantify the uncertainty or variability in our data. It helps us understand the reliability of our results and make comparisons between different sets of data.

How does standard deviation relate to probability?

Standard deviation is used to calculate the probability of a value occurring within a certain range. The higher the standard deviation, the greater the spread of the data and the lower the probability of a value falling within a specific range.

What is decay in terms of probability?

Decay in probability refers to the likelihood of an event or system breaking down or deteriorating over time. It is often used in the context of radioactive decay, where the probability of a radioactive atom decaying within a certain time period is calculated using the concept of half-life.

How is probability used in understanding decay in scientific experiments?

In scientific experiments, probability is used to calculate the chances of a certain outcome or event occurring. This can help researchers understand the likelihood of decay or other processes happening within a given system, and make predictions about future outcomes based on the probability of certain events.

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