Measures of Central Tendency • Mode • Median • Mean The Mode • It does not make sense to take the average in nominal data – Gender: 67 males --- 1
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Measures of Central Tendency • Mode • Median • Mean The Mode • It does not make sense to take the average in nominal data – Gender: 67 males --- 1
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Notes 8/16/16 10 August 16 2016 Dec 23:05 PM How do I find the mode? Step 1: Arrange the data in order from least to greatest Step 2: The mode is the number that occurs the most often There may be one mode more than one mode or no mode Mode Money Spent on Gifts Name Tony Kara Lisa Ray Jay Money $5 $9 $4 $6 $5
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Note that the number of scores on either side of the mode does not have to be equal It might be equal but it doesn’t have to be In this example there are three scores below the mode and five scores above the mode Nor does the numerical distance of the scores from the mode on either side of the mode have to balance
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CENTRALCENTRAL
TENDENCY:TENDENCY:Mean, Median, Mode
New Statistical Notation
:sigma sigma - The symbol means to sum (add) the scoresCentral Tendency
What Is Central Tendency?
• A score that indicates where the centerof the distribution tendsto be located. • Tells us about the shape and nature of the dbd istri b ution.Measures of Central Tendency
•Mode•Median
Median
• MeanThe Mode
• The most frequently occurring score.•Typically useful in describing central
Typically
useful in describing central tendency when the scores reflect a nominal l f sca le o f measurement.The Mode
• It does not make sense to take the average in nominal data.Gender: 67 males --- 1
50 females ---- 2
14 14 13 15 11 1513 10 12 13 14 13
14 15 17 14 14 15
S f 17What is the mode?
1 S core f171615
What is the mode? 104151413
464131211
4111110
11 N=18
Unimodal Distributions
Wh l hWh
en a po l ygon h as one hump (such as on the normal curve) the distribution is called unimodal.14 14 13 15 11 1215 10 12 13 12 13
15 15 17 12 15 12
S f 17What is the mode?
1 S core f171615
What is the mode? 105151413
523131211
3511110
11 N=18
Bimodal Distributions
Wh di ib iWh
en a di str ib ut i on has two scores that are most frequently d occurring, it is calle d bimoda lExample
S f 7 1 S core fWhat is the mode?
765145
543
546
321
679
1 9 N=36
Uses of The Mode
• In nominal data - Since we cannot use mean or median • Also in ordinal, interval or ratio data, along ih d di w i t h mean an d me di anProblems with The Mode
• Gives us limited information about a distribution Mi g ht be misleadin g gg - EXP: 7 7 7 20 20 21 22 22 23 24What is the mode here?
What is the mode here?The Median (Mdn)
• The score at the 50th percentile, (in the middle)• Used to summarize ordinal or highly skewed
interval or ratio scoresinterval or ratio scoresDetermining the Median
• When data are normally distributed, the median is hhd t h e same score as t h e mo d e. W hen data are not normall y distributed follow theWy,following procedure:
Arrange the scores from highest to the lowest.Arrange the scores from highest to the lowest. - If there are an odd number of scores, the median is the score in the middle p osition. p - If there are an even number of scores, the median is the average of the two scores in the middle.The Median (Mdn)
• A better measure of central tendency than mode - Only one score can be the median- It will always be around where the most scores are.EXP: 12334791011
EXP: 1 2 3 3 4 7 9 10 11 EXP: 1 2 3 3 4 6 7 9 1 0 11 EXP: 3 3 4 6 7 9 014 14 13 15 11 1513 10 12 13 14 13
14 15 17 14 14 15
S f 17What is the median?
1 S core f171615
What is the median? 104151413
464131211
4111110
11 N=18
The Mean
• The score located at the mathematical center of a distributionUdt i it l tidti U se d t o summar i ze i n t erva l or ra ti o d a t a i n situations when the distribution is symmetrical and unimodalDetermining the Mean
• The formula for the sample mean is X N X X N14 14 13 15 11 1513 10 12 13 14 13
14 15 17 14 14 15
S f 17What is the mean?
1 S core f171615
What is the mean? 104151413
464131211
4111110
11 N=18