At Westonci.ca, we connect you with experts who provide detailed answers to your most pressing questions. Start exploring now! Get expert answers to your questions quickly and accurately from our dedicated community of professionals. Get immediate and reliable solutions to your questions from a community of experienced professionals on our platform.

Someone please help!
Data is collected on the masses, m kg, of 140 Humboldt penguins. (data in table) a) given that an estimate for the mean mass of the penguins is 4.09kg, find the value of k​


Someone Please HelpData Is Collected On The Masses M Kg Of 140 Humboldt Penguins Data In Table A Given That An Estimate For The Mean Mass Of The Penguins Is 409 class=

Sagot :

Answer:

  • k = 6.26

Step-by-step explanation:

Find the midpoint of each frequency range, multiply that number by the frequency, sum up and divide by the total frequency.

This will give the mean number.

The mean is:

  • [17*( 3 + 3.5)/2 + 21*(3.5 + k)/2 + 33*(k + 4)/2 + 54*(4 + 4.5)/2 + 15*(4.5 + 6)/2]/140 = 4.09
  • 55.25 + 10.5k + 36.75 + 16.5k + 66 + 229.5 + 78.75 = 140*4.09
  • 17k + 466.25 = 572.6
  • 17k = 572.6 - 466.25
  • 17k = 106.35
  • k = 106.35/17
  • k = 6.26

Note, I expected the value of k between 3.5 and 4. This is a bit of illogical outcome.

Answer:

k = 3.94  (2 d.p.)

Step-by-step explanation:

The given table is a grouped frequency table with continuous data (no gaps or overlaps between classes).

Mean of grouped data

  [tex]\displaystyle \text{Mean}=\dfrac{\sum fx}{\sum f}[/tex]

(where f is the frequency and x is the class mid-point).

To find an estimate of the mean, assume that every reading in a class takes the value of the class mid-point.

[tex]\textsf{class mid-point }(x)= \dfrac{\textsf{lower class boundary} + \textsf{upper class boundary}}{2}[/tex]

Calculate the mid-points (x) of each class and fx:

[tex]\begin{array}{| l | c | c | c |}\cline{1-4} \text{Mass, }m\:\text(kg) & \text{Frequency, }f & \text{Class mid-point, }x & fx \\\cline{1-4} 3 \leq m < 3.5 & 17 & 3.25 & 55.25\\\cline{1-4} 3.5 \leq m < k & 21 & \dfrac{3.5+k}{2} & 36.75+10.5k \\\cline{1-4} k \leq m < 4.0 & 33 & \dfrac{k+4.0}{2} & 16.5k+66\\\cline{1-4} 4.0 \leq m < 4.5 & 54 & 4.25 & 229.5 \\\cline{1-4} 4.5 \leq m < 6 & 15 & 5.25 & 78.75 \\\cline{1-4} \text{Totals} & 140 & & 466.25+27k\\\cline{1-4}\end{array}[/tex]

Given the mean is 4.09 kg, substitute the found values of f and fx (from the above table) into the mean formula and solve for k:

[tex]\implies 4.09=\dfrac{466.25+27k}{140}[/tex]

[tex]\implies 572.6=466.25+27k[/tex]

[tex]\implies 27k=106.35[/tex]

[tex]\implies k=3.94\:\:(2\: \sf d.p.)[/tex]

Therefore, the value of k is 3.94 (2 d.p.)