2.5 Measure of Location and Outliers Flashcards

1
Q

Measure of Location

A

tells us about an observation relative standing in the distribution, common measures are percentiles and quartiles

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2
Q

Percentiles

A

a measure of location that divides the data into 100 groups with roughly 1% of the values in each group

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3
Q

How to find the persentile

A

number of values less than x divided by the total number of values then multiply by 100

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4
Q

Finding the kth percentile

A

sort data, use location function L=(k/100)*n where k=percentile and n=total number, if L is a whole number count in your data set to L, if L is not a whole number, round up then count to find your value

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5
Q

Quartiles

A

special cases of percentiles, Q1=25th, Q2=50th (median), Q3=75th

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6
Q

Median

A

halfway point, if n is odd then its the middle ordered data value, if n is even then its the average of the two middle ordered data values

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7
Q

Location Function to find the mediam

A

L(M)= n+1/2

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8
Q

How to find Q1

A

look at the lower half of the data, to the left of the median and find the median for the lower half

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9
Q

How to find Q3

A

look at the upper half of the data values, to the right of the median, and find the median of the upper half

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10
Q

IQR

A

Q3-Q1, only takes into account 50% of the data

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11
Q

Fence Rule

A

Checking for outliers using quartiles, value less than the lower fence or greater than the upper fence could be considered an outlier

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12
Q

Lower Fence

A

Q1-(1.5*IQR)

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13
Q

Upper fence

A

Q3+(1.5*IQR)

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14
Q

Causes of outliers

A

measurement errors, data entry error, sampling error, chance occurrence

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