Welcome to Westonci.ca, where curiosity meets expertise. Ask any question and receive fast, accurate answers from our knowledgeable community. Join our Q&A platform to get precise answers from experts in diverse fields and enhance your understanding. Discover detailed answers to your questions from a wide network of experts on our comprehensive Q&A 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.)

Thank you for choosing our service. We're dedicated to providing the best answers for all your questions. Visit us again. We hope you found what you were looking for. Feel free to revisit us for more answers and updated information. Westonci.ca is your go-to source for reliable answers. Return soon for more expert insights.