Question

In: Statistics and Probability

(a)Evaluate the following set of data for possible and probable outliers. 5 8 2 9 5...

(a)Evaluate the following set of data for possible and probable outliers.
5 8 2 9 5 3 7 4 2 7 4 10 4 3 17

(b) A firm pays 5/12 of its labor force an hourly wage of $5, 1/3 of the labor force a wage
of $6 and ¼ a wage of $7. Determine the average wage paid by the firm.


(c)For the same amount of capital invested in each of 3 years, an investor earned a rate of
return of 1%during the first year, 4% during the second year and 16% during the third.
Find the simple arithmetic mean and the geometric mean. Which do you think is a more
appropriate in this case? Explain.


(d) A plane travelled 200 miles at 600 mph and 100 miles at 500mph. What was the
average speed for the entire journey?


(e) A driver purchased $10 worth of gasoline at $0.90 per gallon and another $10 at
$1.10 per gallon. What is the average price per gallon?

Solutions

Expert Solution

1. Evaluate possible and probable outliers.

Outlier  r is an observation that lies an abnormal distance from other values in a random sample. There are various ways to detect outliers in a datset . Most commonly used method usage median and InterQuartile Range.

Datapoints beyond Q1 - 1.5*IQR Q3 +1.5*IQR (termed as inner fence) is known as possible outlier

Observations beyond Q1 - 3*IQR Q3 +3*IQR (termed as outer fence)is known as probale  outlier

where Q1- 1st Quartile =25th percentile Q3 = 3rd Quartile =75th Percentile ,

IQR -InterQuartile Range = Q3-Q1

Median Q3, Q1 and IQR can be calculated using xl formula of median and percentile

results are given below

From the table it is seen that 17 falls beyond 13.5 hence its a possible outlier

There is no probable outlier no datapoint is beyond 19.5

Median 5
Q1 3.5
Q3 7.5
IQR 4
Q3 +1.5IQR 13.5
Q1 -1.5IQR -2.5
Q3 +3IQR 19.5
Q1 -3IQR -8.5

2. In this case overall average canbe found by wage * proportion labour as overall adds upto 1

i.e (5/12)*5 +(1/3)*6+(1/4)*7 = (25+24+21)/12 = 70/12 = 35/6 $

3. For the same amount of capital invested in each of 3 years, an investor earned a rate of
return of 1%during the first year, 4% during the second year and 16% during the third..

This tells that amt invested is multipled by 1.01,1.04 1.16 for 1st 2nd and 3rd year respectively . hence average interest factor

will be (1.01 *1.04*1.16)1/3 = 1.068 which means overall growth is equivalent 1.0683 = 1.218 = 1.01*1.04*1.16 .

Hence Geometric mean is the appropriate

If we use arithmetic mean average will 1.07 , Hence overall amount after 3 years should be 1.073 =1.225 which is wrong

4. A plane travelled 200 miles at 600 mph and 100 miles at 500mph. What was the
average speed for the entire journey?

Distance travelled 300 miles

Time spent : 1/3 Hr for 1st 200 miles 1/5 Hr for next 100 miles total 8/15 Hr  

Hence average speed = 300*15/8 mile/Hr = 4500/8 = 562.5 mph

5.A driver purchased $10 worth of gasoline at $0.90 per gallon and another $10 at
$1.10 per gallon. What is the average price per gallon?

Money spent =20 $

Gasoline purchased = (10/0.9 )+( 10/1.1) = 11.11 +9.09 = 20.20

So average price/gallon = 20/20.20= $0.99 per gallon


Related Solutions

5.) For the data set 2 4 4 5 7 8 9 10 12 12 13...
5.) For the data set 2 4 4 5 7 8 9 10 12 12 13 13 16 16 16 16 17 19 19 20 23 24 24 24 25 26 26 27 28 28 29 31 32 34 34 36 37 38 42 44 45 46 47 47 48 50 52 53 53 54 55 56 56 57 58 (a) Find the 80th percentile. The 80t percentile is =    (a) Find the 42nd percentile. The 42nd percentile is...
5. Given the data set A = {9, 5, 16, 4, 32, 8, 12, 9, 11,...
5. Given the data set A = {9, 5, 16, 4, 32, 8, 12, 9, 11, 15, 5, 9, 18, 10}, which is the data of an entire population of subjects: a. Calculate the arithmetic mean (5 pts) b. Find the median (5 pts) c. Find the mode (5 pts) d. Calculate the range (5 pts) e. Calculate the interquartile range (5 pts) f. Calculate the mean deviation (5 pts) g. Calculate the variance (5 pts) h. Calculate the standard...
Using the following data set: 10, 5, 2, 7, 20, 3, 13, 15, 8, 9 Apply...
Using the following data set: 10, 5, 2, 7, 20, 3, 13, 15, 8, 9 Apply the Merge sort algorithm. [Show to sorting process of the first half only] Apply the Quick sort algorithm [Show the first partitioning implementation]
Consider the following two sample data sets. Set​ 1: 5 3 2 8 6 Set​ 2:...
Consider the following two sample data sets. Set​ 1: 5 3 2 8 6 Set​ 2: 3 12 13 2 7 a. Calculate the coefficient of variation for each data set. b. Which data set has more​ variability? a. The coefficient of variation for set 1 is nothing ​%. ​(Round to one decimal place as​ needed.)
For the following data set, X: 9, 6, 8, 3, 8, 9, 3, 4, 3, 7:...
For the following data set, X: 9, 6, 8, 3, 8, 9, 3, 4, 3, 7: Calculate: 1. Variance 2. Mode 3. Mean 4. Mean Average Deviation (MAD) about the mean 5. Median
Consider the following set of observations: Obs. 1 2 3 4 5 6 7 8 9...
Consider the following set of observations: Obs. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 input 1 2 3 4 5 6 7 8 9 10 11 12 13 14 result 1 2 3 5 8 13 21 34 55 89 144 233 377 610 Enter the data in L1 and L2 in your TI calculator, find the regression line, and construct a scatterplot with the regression line included. Does a line appear to...
Consider the following data set: 3 -5 5 7 9 10 -3 35 2 1 1...
Consider the following data set: 3 -5 5 7 9 10 -3 35 2 1 1 a) Determine by hand (you can use the calculator) the mean, median and mode of this data set. show enough details in your work for it to be clear that you did this work. b) Use MINITAB to obtain the above results for this data set (and only these results). c) By hand clearly determine the 5 number summary for this data set and...
Given the data set A = {5, 4, 6, 14, 2, 2, 11, 4, 5, 8,...
Given the data set A = {5, 4, 6, 14, 2, 2, 11, 4, 5, 8, 3, 1, 12, 15, 13}, which is the data of a sample taken from a larger population. Calculate the arithmetic mean Find the median Find the mode Calculate the range Calculate the interquartile range Calculate the mean deviation Calculate the variance Calculate the standard deviation
(10 pts) For the following data: Group 1 Group 2 3 5 2 9 1 8...
(10 pts) For the following data: Group 1 Group 2 3 5 2 9 1 8 8 12 4 9 Calculate the following: SS1 SS2 SSD SD Sx1-x2
Consider the data set. 2, 4, 6, 8, 9 (a) Find the range. (Enter an exact...
Consider the data set. 2, 4, 6, 8, 9 (a) Find the range. (Enter an exact number.) (b) Use the defining formula to compute the sample standard deviation s. (Enter a number. Round your answer to two decimal places.) (c) Use the defining formula to compute the population standard deviation σ. (Enter a number. Round your answer to two decimal places.)
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT