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This exam covers fundamental concepts in statistics, including frequency distributions, percentiles, mean, standard deviation, and z-scores. It provides practice problems and solutions to help students understand these concepts and apply them to real-world data. The exam is suitable for introductory statistics courses at the university or high school level.
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During an hour at a fast food restaurant, the following types of sandwiches are ordered: Cheeseburger Fish Cheeseburger Hamburger Fish Chicken Hamburger Cheeseburger Fish Hamburger Turkey Fish Chicken ChickenFish Turkey Fish Hamburger Fish Cheeseburger Fish Cheeseburger Hamburger Fish Fish Cheeseburger Hamburger Fish Turkey Turkey Chicken Fish Chicken Cheeseburger Fish Turkey Fish Fish Hamburger Fish Fish Turkey Chicken Hamburger Fish Cheeseburger Chicken Chicken Turkey Fish Hamburger Chicken Fish a) Make a frequency distribution for this data. Sandwiches Frequency Fish 20 Chicken 9 Hamburger 9 Cheeseburger 8 Turkey 7 Total 53 b) Make a relative frequency distribution for this data. Include relative percentages on this table. Copied and pasted from answer above to save on time not having to re-type Sandwiches Calculation Relative Frequency Relative Percentage
Fish 20/53 = 0.3773 x 100 = 37.73 = 38% Chicken 9/53 = 0.1698 x 100 = 16.98 = 17% Hamburger 9/53 = 0.1698 x 100 = 16.98= 17% Cheeseburger 8/53 = 0.1509 x 100 = 15.09 = 15% Turkey 7/53 = 0.1320 x 100 = 13.2 = 13% Total 53 1 100%
Consider the following data: 437 389 414 401 466421 399387 450 407 392410 440 417488 Find the 60th percentile of this data. There are a total of fifteen numbers, so n= 15. In order to find the percentiles, we must put the numbers in asc 387 389 392 399 401 407 410 414417 421 437 440 450466 488 For the 60th percentile:
Consider the following data: 437 389 414 401 466 421 399 387 450 407 392 410 440 417 488 Find the 60th percentile of this data. order low to high 387, 389, 392, 399, 401, 407, 410, 414, 417 , 421, 437, 440, 450, 466, 488 n = i = (p/100) x n n = 15 p = 60 (60/100) x 15 = 9... look up 9th number in data set above that is ordered lowest to highest = 417 60th percentile of data set = 417
Therefore, the 60th percentile index for this data set is the 9th observation. In the list above, the 9th observation is 417.
Consider the following data: {22, 18, 16, 26, 20, 24} a) Find the sample mean of this data. 22+18+16+26+20+24 = 126 n = 6 xbar = ∑xi / n ∑ xi = 126 n = 6 126/6 = 21 sample mean = 21 b) Find the range of this data. range = highest value - lowest value high value = 26 low value = 16 26-16 = 10 Range = 10 c) Find the sample standard deviation of this data. s^2 = variance s = standard deviation
xi = 16, 18, 20, 22, 24, 26 xbar = 21 n = 6 ∑ (xi-xbar)^2 / (n-1) = (16-21)^2 = 25 (18-21)^2 = 9 (20-21)^2 = 1 (22-21)^2 = 1 (24-21)^2 = 9 (26 -21)^2 = 25 70 n-1 = 6-1 = 70/5 = 14 s^2 (variance) = 14 standard deviation (s) = √variance √ 14 = 3. standard deviation of sample = 3. d) Find the coefficient of variation. coefficient of variation = (standard deviation / mean) x 100 standard deviation = 3. sample mean = 21 (3.74/21) x 100 =
Suppose that you have a set of data that has a mean of 58 and a standard deviation of 8. a) Is the point 50 above, below, or the same as the mean. How many standard deviations is 50 from the mean. z = (x-u) / o x = 50 u = o = 8 (50-58) / 8 = - z = - point 50 is 1 standard deviaition below the mean below the mean because negative b) Is the point 42 above, below, or the same as the mean. How many standard deviations is 42 from the mean. z = (x-u) / o x = u = 58 o = 8 (42-58) / 8 = -
Suppose that you have a set of data that has a mean of 58 and a standard deviation of 8. a) Is the point 50 above, below, or the same as the mean. How many standard deviations is 50 from the mean. c) Is the point 54 above, below, or the same as the mean. How many standard deviations is 54 from the mean. z = (x-u) / o x = 54 u = 58 o = 8 (54-58) / 8 = -0. z = -0. point 54 is 0.5 (1/2) standard deviations below the mean below the mean because negative d) Is the point 84 above, below, or the same as the mean. How many standard deviations is 84 from the mean. z = (x-u) / o x = u = 54 0 = 8 (84-54) / 8 = 3. z = 3. point 84 is 3.75 standard deviations above the mean above the mean because positive -2.0 points Instructor Comments In part c the mean is 58, you are using 54 in your calculation.
Consider the following set of data: {20, 5, 12, 29, 18, 21, 10, 15} a) Find the median. put in order lowest to high 5, 10, 12, 1 5, 18 , 20, 21, 29 because this is an even number data set and there is not an exact middle value, have to add the 2 corresponding middle values and divide by 2 to get median of an even numbered data set 15+18 = 33 The z-score is -.5, so the data point 54 is .5 standard deviations below the mean (the negative sign indicates t d) Is the point 84 above, below, or the same as the mean. How many standard deviations is 84 from the mea d) The data point 84 is above the mean. Now use the z-score to determine how many standard deviations 84 The z-score is 3.25, so the data point 84 is 3.25 standard deviations above the mean.
Consider the following set of data: {20, 5, 12, 29, 18, 21, 10, 15} a) Find the median. a) In order to find the median, we must first put the numbers in ascending order: 5, 10, 12, 15, 18, 20, 21, 29. Notice that there are two “middle” numbers, 15 and 18. The median is the average of these two numbers. Median = (15+18)/2 = 16.5. b) Find the mode of this set. b) Find the mode of this set. no mode. there is not a value that appears more than once in the data set.