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Chapter 3 - Data Description
Chapter three of Elementary Statistics
36
Mathematics
Undergraduate 1
09/27/2013

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Term
Statistic
Definition
A characteristic or measure obtained by using the data values from a sample.
Term
Parameter
Definition
A characteristic or measure obtained by using all the data values from a specific population.
Term
General Rounding Rule
Definition
A rule of statistics which states that when computations are done in a calculation, rounding should not be done until the final answer is calculated.
Term
Mean (arithmetic average)
Definition

Sample Mean

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Population Mean

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Term
Grouped Mean
Definition
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Term
Finding Grouped Mean Calcutation
Definition
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Term
Grouped Mean
Definition
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Term
Median (MD)
Definition
The midpoint of a data array.
Term
Mode
Definition
The value that occurs most often in a data set.
Term
Modal Class
Definition
The class which has the largest frequency. Sometimes the midpoint of the class is used rather than the boundaries.
Term
Midrange (MR)
Definition

The sum of the lowest and the highest values in the data set, divided by 2.

 

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Term
Weighted Mean
Definition

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Term
Positively / Right Skewed Distribution
Definition

A distribution in which the majority of the data values fall to the left of the mean and cluster at the lower end of the distribution. The mean is to the right of the median, and the mode is to the left of the median.

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Term
Symmetric Distribution
Definition

Distribution in which the data values are evenly distributed on both sides of the mean. Can be called unimodal if the mean, median, and mode are the same and are at the center of the distribution.

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Term
Negatively / Left Skewed Distribution
Definition

A distribution in which a majority of the data falls to the right of the mean and clusters at the upper end of the distribution, with the tail to the left. The mean is to the left of the median, and the mode is to the right of the median.

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Term
Range (R)
Definition

The highest value minus the lowest value

 

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Term
Rounding Rule for Standard Deviation
Definition
The final answer should be rounded to one more decimal place than that of the original data.
Term
Variance
Definition

sample mean

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population mean

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1. Find the mean

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2. Subtract the mean from each data value

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3. Square Each Result

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4. Find the sum of the squares

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5. Divide the sum by N to get the variance

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Term
Population Variance Formula
Definition

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where


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Term
Population Standard Deviation
Definition

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where


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Term
Sample Variance Formula
Definition

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where


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Term
Sample Standard Deviation
Definition

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where


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Term
Sample Computational Formula for Standard Deviation
Definition

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where

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Term

Grouped Data

Variance and Standard Deviation

Definition
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Term
Variance
Definition
Average of the squares of the distance that each value is from the mean.
Term
Standard Deviation
Definition

The square root of the variance.

 

or

 

The square root of the average of the squares of the distance that each value is from the mean.

Term
Coefficient of Variation
Definition

A statistic that allows you to compare standard deviation when the units are different.


Standard deviation / mean

 

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Term
Chebyshev's Theorem
Definition

The proportion of values from a data set that will fall within k standard devations from the mean will be at least 1 - 1/k2, where k is a number greater than 1 (k is not necessarily an integer).

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Term
Empirical Rule
Definition
Rule which states that when a distribution is bell-shaped (normal) the following rules are true: 68% of data values fall within 1 standard deviation, 95% within 2 standard deviations, and 99.7% within 3 standard deviations.
Term
Standard Score / Z-score
Definition

A measure of relative position obtained by subtracting the mean from the value and dividing the result by the standard deviation.

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Term
Percentiles
Definition

Data divided into a set of 100 equal groups

 

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 2,3,5,6,8,10,12,15,18,20

since there are six numbers below a score of 12 then

Percentile = 6+0.5/10*100 = 65th percentile


Compute percentile

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Term
Quartiles
Definition
Data divided into four groups, separated by Q1, Q2, Q3. Q2=MD
Term
Interquartile Range (IQR)
Definition
The difference between Q1 and Q3 and is the range of the middle 50% of the data.
Term
Deciles
Definition
The distribution of data in to 10 groups. They are denoted as D1, D2, etc.
Term
Five-number Summary
Definition

1. lowest value of the data set - minimum

2. Q1

3. Median - Q2

4. Q3

5. highest value of the data set - maximum

Term
Box and Whisker Plots
Definition

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Outliers = Q1 - 1.5(IQR) or Q3 + 1.5(IQR)

Extreme Outliers = Q1 - 3(IQR) or Q3 + 3(IQR)

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