descriptive statistics Flashcards

1
Q

what does descriptive statistics mean ?

A

summarization of data in the means of numbers

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2
Q

what are the most common use of measure of descriptive statistics ?

A

measure of central tendency

measure of dispersion

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3
Q

what are the most commonly used measure of central tendency ?

A

the mean or the average
the median
the mode

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4
Q

what is the arithmetic mean or average ?

A

sum of all the values divided by the total number of values

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5
Q

what are the advantage of the arithmetic mean ?

A
  1. simplicity
  2. uniqueness
  3. takes into account all values of the data
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6
Q

what are the disadvantges of the mean ?

A

distorted by extreme values

cannot be used for qualitative data

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7
Q

what is the median ?

A

the numbers are put into order from smallest to larger and the number in the middle is the median

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8
Q

if there is an odd number of numbers how is the median calculated ?

A

n+1
___
2

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9
Q

what are the advantages of the median ?

A

simplicity
uniqueness
not affected by extreme values like the mean

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10
Q

what are the disadvantages of the median ?

A

doesn’t take into account all values of the sample

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11
Q

what is the mode ?

A

is the number with the highest frequency in the set of values

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12
Q

what are the advantages of the mode ?

A
  1. simplicity
    2 .the mode is not affected by extreme values
  2. used for both quantitative and qualitative data
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13
Q

what are the disadvantages of the mode ?

A
  1. doesn’t take into account all values of the sample
    2 .may not be a mode for the data
    3 .might be more than one mode for a set of data
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14
Q

what does the measure of dispersion mean ?

A

shows the variability of a set of data

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15
Q

what are the different ways to measure dispersion ?

A

the range
variance
standard deviation
coefficient of variation

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16
Q

what is the range ?

A

the difference between the largest and the smallest value

17
Q

what is the best measure of central tendency ?

A

the mean

18
Q

what is the most common way to find the dispersion ?

A

the standard deviation

19
Q

what is the relationship between the variance and the mean ?

A
  1. variance of the data is small when the observations are close to the mean
  2. the variance of the data is large when the observations are far from the mean
20
Q

what is the variance when all the values are the same ?

A

the variance is 0

21
Q

what is the variance ?

A

how close on average the values of a variable are to the arithmetic mean

22
Q

what is the coefficient of variation ?

A

the comparison between two variables

23
Q

how is the coeffecient of the variable calculated ?

A

CV=SD/mean x 100%

24
Q

what are the different numeric presentations of qualitative variables ?

A

count
proportion
ratio
rate

25
Q

when is it most appropriate to use the count ?

A

when there are difficulties relating the observation to a population

26
Q

what does the proportion describe ?

A

is a fraction in which the numerator is included in the denominator

27
Q

what does the ratio describe ?

A

fraction in which the numerator is not included in the denominator

28
Q

what are the different types of tables ?

A
simple frequency tables 
contingency table ( cross tabulation )
29
Q

what are the types of graphs that can be drawn for qualitative data ?

A

pie chart

bar chart

30
Q

what are the types of graphs that can be drawn for quantitative data ?

A

histogram

scatter plot