Stats quiz #2 Flashcards

1
Q

why do we present graphs

A

to present the distribution of the sample and track of observed values

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2
Q

what is a dotplot

A

a graph where every observation is represented by a dot on a number line

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3
Q

what are dotplots most useful for

A

small data sets

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4
Q

what are stemplots uselful for

A

when theres no technology and data set isnt large

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5
Q

what is a stemplot

A

it shows individual data values in a convenient way- leaf and stem

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6
Q

what is the leaf vs stem

A

leaf is the last digit and all preceding digits are stem

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7
Q

do you need units for leaeves

A

yes

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8
Q

what is a histogram

A

observations put into bins which is a vertical bar the height being the frequency

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9
Q

what are histograms good for

A

grouped data

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10
Q

can you have an observation in mutlitple bins

A

no every observation has only 1 bin

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11
Q

in a histogram, if the data is [3.5) is 5 included

A

no

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12
Q

how do you find frequency

A

you add up all the values in the interval

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13
Q

in a relative frequency histogram what does the heigh of bin represent

A

relative frequencyor

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14
Q

for the relative frequency histogram what should be the summation of thr heigh of each bin

A

1

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15
Q

in a density histogram what does the area of bin represent

A

relativr frequency

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16
Q

on a density histogram what should be the total area of te bin

A

1

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17
Q

how do you find relative frequency

A

you add all the vaues in an interval and divide it by the total frequency

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18
Q

how do you find the density

A

you add up the values in an interval, divide by total frequency then divide by the number of numbers in interval or relative frequency/bin size

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19
Q

what are the possible shapes of a graph?

A

symmestric or skewed (right skewed is tail to the right, left skewed is tail to the left)

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20
Q

unimodal vs bimodal vs multimodal

A

1 mound, 2 mounds, 3+mounds

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21
Q

what do bimodal and multimodal distrivutions mean

A

data from different groups

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22
Q

what are outliers

A

extreme large/small values dont fit

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23
Q

what is the center of a graph

A

the typical value

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24
Q

difference btwn frequency and relative frequecny graph

A

relative will have a smaller y axis

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25
what is variability
the horizontal spread in a graph
26
what is a bar chart
shows data categories on x axis, bar for height of frequency/relative frequency
27
differences between bar and histogram
bar: categorical, bin width doesnt matter, no natural order histogram: numerical, bin width matters, values in numerical order
28
what is a pie chart
a pie sliced into categories, area being the frequency
29
in numerical distrubutions we look for what
shape, spread, center
30
in categorical distributions we look for what
mode and variability
31
what is mode
the category that occurs most often
32
do the mounds need to be the same height for categorical or numerical data
categorical
33
what is variabiliity
diversity in values
34
what are misleading graphs
bar graphs- not starting y axis at 0 pie chart angles
35
what are statistics
numerical property of a sample
36
what is a parameter
numerical property of the population
37
what is the sample mean
the measure of center/ balancing point shown by x with line over (x bar)
38
how do you find the mean
you add up all the values then divide my number of values
39
what is sample standard deviation
the measure of variability, shows if values are close or far from mean shown by s
40
whats the formula for standard deviation
1. how far each value is from mean that distance is called the deviation 2. then square each deviation and add them up 3. divide by number of values-1 4. square root it
41
what is the deviation
how far an observation is from mean
42
what is the variance in relation to standard deviation
square root of variance = standard deviation shown by s^2
43
what is the empirical rule
in a bell shaped distribution: - 68% of obsv are in 1 standard deviation - 95% of obsv are in 2 standard deviation - 99.7% of obsv are in 3 standard deviation
44
what is a z score
it is how many standard deviations a value is from mean
45
z score formula
how far the values are from mean divided by standard deviation
46
what is wrong with using mean to find center
it does not account for modals
47
ways to measure center and spread in skewed distribution:
median, quartiles, interquartile range, range
48
what is the median
a measure of center in a skewed distrubution, cuts it in half, middle of ordered set
49
median symbol
x with squiggly line over it called x tilde
50
how do you find the median
1. sort data from small to large 2. find the middle or middle two values 3. if middle two then average them
51
what are quartiles
the values that divide numbers into quarters
52
what does the interquartile range show and the formula
how much space the middle 50% takes up, igr=q3-q1
53
what is the range and the formula
the distance taken up my the data, max-min
54
in a symmetric distribution what will the median and mean look like
they will be very similar
55
in a right skewed distribution what will the median and mean look like
the mean will be greater than the median
56
in a left skewed distribution what will the median and mean look like
median will be bigger than mean
57
what is the best measure of center when theres outliers
median
58
what is the best thing to do when the distribution of data has modals
split it into groups and measure each individually
59
what is a boxplot
a tool to show distribution visually, using a box and min, q1, median, q3, max and shows outliers
60
what is the lower fence
q1- 1.5xIQR = Q1-1.5X(Q3-Q1)
61
When do outliers count on a boxplot
if they are below or above the lower or upper fence
62
what is the upper fence
Q3+1.5XIQR= Q3 + 1.5 X (Q3-Q1)