-aux04 Species of insect is normally distributed

In summary, the lifespan of a particular species of insect is normally distributed with a mean of $57$ hours and a standard deviation of $4.4$ hours. The values of $a$ and $b$ in the standardization equation are $a=-\frac{5}{11}$ and $b=\frac{15}{22}$. The probability that an insect of this species lives more than $55$ hours is approximately $67\%$, while the probability of it living between $55$ and $60$ hours is approximately $43\%$. Using the given information, we can represent the fact that $90\%$ of the insects die after $t$ hours on a standard normal curve diagram. The value
  • #1
karush
Gold Member
MHB
3,269
5
just seeing how I did on this one:confused:

The lifespan of a particular species of insect is normally distributed with a mean of $57$ hours and a standard deviation of $4.4$ hours.

this is the normal distribution with $\mu = 57$ and $\sigma = 4.4$

View attachment 1026
tried to standardize this by $\frac{55-75}{4.4}=-0.45$ and $\frac{60-57}{4.4}=0.68$

with $\mu = 0$ and $\sigma = 1$ and $P(-0.45 < x < 0.68)$
which hopefully looks like the given graph on the right belowhttps://www.physicsforums.com/attachments/1027View attachment 1028

(a) What are the values of $a$ and $b$
from the standard $\frac{x-\mu}{\sigma} a=-0.45$ and $b=0.68$

(b) Find the probability that the lifespan of an insect of this species is more than $55$ hours

$P(55 < X)$ from $z$ score $0.45$ then $0.1736 + .5 = .6736$ or $\approx 67\%$

View attachment 1029

(b) Find the probability that the lifespan of an insect of this species is between $55$ and $60$ hours

$0.2517+0.1736=0.4253$ or $\approx 43\%$
 
Last edited:
Mathematics news on Phys.org
  • #2
Re: species of insect is normally distributed

Using rational numbers instead of decimal approximations:

a) \(\displaystyle a=-\frac{5}{11},\,b=\frac{15}{22}\)

Using numeric integration for comparison:

b) \(\displaystyle P(55<X)\approx0.675282\)

c) \(\displaystyle P(55<X<60)\approx0.427605\)

I would say you did them correctly.
 
  • #3
Re: species of insect is normally distributed

well that is encouraging. there still is one more question on this but I will post it tomorrow. :)
 
  • #4
90% of the insects die after t hours.

(i) Represent this information on a standard normal curve diagram indicating clearly the area representing $90\%$.

(ii) Find the value of $t$.does this mean $P(X < t)$, also should $60 < t$ I don't see where this $90\%$ is supposed to be since P(55 < X < 60) was [FONT=MathJax_Main]0.427605[/FONT]
 

Related to -aux04 Species of insect is normally distributed

1. What does it mean for a species of insect to be normally distributed?

A species of insect is considered to be normally distributed when the frequency of its occurrence follows a bell-shaped curve, with the majority of individuals falling within the middle range of the distribution.

2. How is the normal distribution of a species of insect determined?

The normal distribution of a species of insect is determined by collecting data on the frequency of occurrence of individuals in a specific population and plotting it on a graph. If the data follows a bell-shaped curve, then the species is considered to be normally distributed.

3. Why is it important to know if a species of insect is normally distributed?

Knowing if a species of insect is normally distributed can provide valuable information about its population dynamics and behavior. It can also help predict how the species may respond to changes in its environment or other external factors.

4. Can a species of insect be both normally distributed and have a skewed distribution?

No, a species of insect can only have one type of distribution. If the data follows a bell-shaped curve, it is considered to be normally distributed. If the data is skewed, it is not normally distributed.

5. Are there any benefits to a species of insect being normally distributed?

Yes, there are several benefits to a species of insect being normally distributed. It can help maintain a stable population, promote genetic diversity, and allow for efficient resource allocation within the population.

Similar threads

  • MATLAB, Maple, Mathematica, LaTeX
Replies
2
Views
761
  • MATLAB, Maple, Mathematica, LaTeX
Replies
2
Views
2K
Replies
4
Views
1K
  • Set Theory, Logic, Probability, Statistics
Replies
2
Views
1K
  • Calculus and Beyond Homework Help
Replies
4
Views
1K
Replies
2
Views
1K
  • Set Theory, Logic, Probability, Statistics
Replies
4
Views
2K
  • Set Theory, Logic, Probability, Statistics
Replies
1
Views
974
Back
Top