Answer:
(a). The mean speed is 760 m/s.
(b). The standard deviation for our normal model is 142.1 m/s.
(c). The unusual speed is 1127 m/s.
(d). The average molecule speed is 929.48 m/s.
Step-by-step explanation:
Given that,
Molecules in the air are moving with speeds based on the normal model.
Let x be the speed of the molecules.
(a). If half of the air molecules are moving faster than 760 m/s.
We can say speed of a molecules is normally distributed.
So, the mean, median and mode of this distribution is at least greater than 760 m/s.
(b). If exactly 95% of the molecules are moving with speeds between 475.8 m/s and 1044.2 m/s,
If the standard deviation is σ and the mean is μ,
We need to calculate the standard deviation for our normal model
Using empirical rule
...(I)
....(II)
Put the value of μ in equation (I)
![760-2\sigma=475.8](https://tex.z-dn.net/?f=760-2%5Csigma%3D475.8)
![-\sigma=\dfrac{475.8-760}{2}](https://tex.z-dn.net/?f=-%5Csigma%3D%5Cdfrac%7B475.8-760%7D%7B2%7D)
![\sigma=142.1\ m/s](https://tex.z-dn.net/?f=%5Csigma%3D142.1%5C%20m%2Fs)
(c). One molecule is found to be moving with a speed of 1127 m/s.
We know that,
1127 is the between 1126 and 1128.
Since, it is a continuous distribution,
We need to find the probability that speed is between this
Using excel function
![P(1126](https://tex.z-dn.net/?f=P%281126%3Cx%3C1128%29%3DP%28x%3C1128%29-P%28x%3C1126%29)
![P(1126](https://tex.z-dn.net/?f=P%281126%3Cx%3C1128%29%3D0.0002)
We know that,
Any probability less than 0.05 is considered as unusual
So, 0.0002<0.05
So, 1127 will be considered as the unusual speed.
(d). If the temperature increase caused the z-score of a particle moving at 1100 m/s particle to drop to 1.2 after the temperature increase.
We need to calculate the average molecule speed
Using formula of average molecule speed
![z=\dfrac{x-\mu'}{\sigma}](https://tex.z-dn.net/?f=z%3D%5Cdfrac%7Bx-%5Cmu%27%7D%7B%5Csigma%7D)
![-\mu'=z\sigma-x](https://tex.z-dn.net/?f=-%5Cmu%27%3Dz%5Csigma-x)
Put the value in to the formula
![-\mu'=1.2\times142.1-1100](https://tex.z-dn.net/?f=-%5Cmu%27%3D1.2%5Ctimes142.1-1100)
![\mu'=929.48\ m/s](https://tex.z-dn.net/?f=%5Cmu%27%3D929.48%5C%20m%2Fs)
Hence, (a). The mean speed is 760 m/s.
(b). The standard deviation for our normal model is 142.1 m/s.
(c). The unusual speed is 1127 m/s.
(d). The average molecule speed is 929.48 m/s.