lec 1 Flashcards

1
Q

what is a categorical variable?

A

qualitative characteristics without a numeral scale.

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2
Q

what is the significance of a NOMINAL categorical variable?

A

the lack of an order or hierarchy.

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3
Q

what is the significance of an ORDINAL categorical variable?

A

the possesion of an order or hierarchy

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4
Q

what is a numerical variable?

A

a variable with quantitative characteristics, typically relative to a numerical scale.

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5
Q

A continuous numerical scale is significant because of what?

A

it utilities divisible units, e.g. body temperature can be 1.5 and not just 1 or 2.

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6
Q

a discrete numerical scale is significant because of what?

A

it utilizes indivisible unis, e.g. the rank of a competitor in the Olympics, 1st, 2nd, 3rd, so on.

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7
Q

what are discriptive statistics?

A

statistics that tell us something about the values in a sample

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8
Q

what are the different ‘average’ values?

A

mean, median, mode.

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9
Q

what is a mean?

A

the sum of all the numeric responses divided by the total number of responses.

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10
Q

what is a median?

A

the middle number in the line of data, e.g. 1,2,3,4,5 the median would be 3, not 5 (the mean)

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11
Q

what is the mode?

A

the most frequent observation, e.g. 1,2,2,2,3,4,4,5 the mode would be 2

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12
Q

what are the ways that an observation can differ?

A

range, variance, and standard deviation

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13
Q

what is ȳ ?

A

the mean

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14
Q

if the mean, median, and mode are insignificantly different that would be called what?

A

a bell-shaped normal distribution

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15
Q

what is variance?

A

the sum of how every observation differs from the mean, squared

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16
Q

what is standard deviation?

A

the square root of variance

17
Q

what can standard deviation not be?

A

negative

18
Q

standard deviation is in the same or different units than the observation?

A

the same

19
Q

what is your coefficient of variation, or (CV)

A

standard deviation expressed as a percentage of the mean

20
Q

what is the interquartile range?

A

the range of the inner 50% of the data

21
Q

what kind of plot focuses on interquartile range?

A

a box plot

22
Q

what are the rules for making effective graphs?

A

show the data, keep the message clear, represent magnitudes honestly, and draw graphical elements clearly.

23
Q

what kind of graph utilizes a single categorical variable?

A

a bar graph

24
Q

what kinds of graphs utilize a single numeric variable?

A

A histogram, and a cumulative frequency distribution.

25
Q

what kind of graph utilizes a spacially significant variable?

A

maps

26
Q

what kind of graph utilizes two categorical variables?

A

a grouped bar graph and a mosaic plot

27
Q

what kind of graph utilizes two numeric variables?

A

a scatter plot and line graph

28
Q

what kind of graphs utilize one categorical and one numeric variable?

A

a box pot, a violin plot, or a dot plot.