1. Data Description Note: This PowerPoint is only a summary and your main source should be the book. Instructor: Alaa saud

2. Outline: Introduction. 3-1 Measures of Central Tendency. 3-2 Measures of Variation. 3-3 Measures of Position. 3-4 Exploratory Data Analysis Note: This PowerPoint is only a summary and your main source should be the book.

3. 3-1 Measures of Central Tendency 3-1 Measures of Central Tendency. Mean, Median, Mode, Midrange, Weighted Mean. Note: This PowerPoint is only a summary and your main source should be the book.

4.  A statistic: sample Is a characteristic or measure obtained by using all the data values from a sample.  A parameter: specific population. Is a characteristic or measure obtained by using all the data values from a specific population. Note: This PowerPoint is only a summary and your main source should be the book.

5. 1-The Mean: The mean is the sum of the values, divided by the total number of values. The symbol for the sample mean: The symbol for the population mean: Where n: no. of val. In sample. Where N: no. of val. In population. Note: This PowerPoint is only a summary and your main source should be the book.

6. Example 3-1: Days Off per Year The data represent the number of days off per year for a sample of individuals selected from nine different countries. Find the mean. 20, 26, 40, 36, 23, 42, 35, 24, 30 The mean number of days off is 30.7 years. Note: This PowerPoint is only a summary and your main source should be the book.

7. Example 3-1P(106):Area Boat Registrations. The data is: 3782 6367 9002 4208 6843 11008 Find the mean? Solution: The meanThe mean of the six county boat registrations is 6868.3. Note: This PowerPoint is only a summary and your main source should be the book.

8. Rounding Rule: Mean The mean should be rounded to one more decimal place than occurs in the raw data. The mean, in most cases, is not an actual data value. Note: This PowerPoint is only a summary and your main source should be the book.

9. 2-The Median: medianThe median is the midpoint of the data array. where the data array is the ordered of the data set. The median will be one of the data values if there is an odd number of values. The median will be the average of two data values if there is an even number of values. The symbol of the Median is MD. Note: This PowerPoint is only a summary and your main source should be the book.

10. Example 3-4: Hotel Rooms The number of rooms in the seven hotels in downtown Pittsburgh is 713, 300, 618, 595, 311, 401, and 292. Find the median? SortSort in ascending order. 292, 300, 311, 401, 596, 618, 713 SelectSelect the middle value. MD = 401 The median is 401 rooms. Note: This PowerPoint is only a summary and your main source should be the book. odd No. of data is odd

11. Example 3-6: Tornadoes in the U.S. The number of tornadoes that have occurred in the United States over an 8-year period follows. Find the median. 684, 764, 656, 702, 856, 1133, 1132, 1303. 656, 684, 702, 764, 856, 1132, 1133, 1303 The median number of tornadoes is 810. even No. of data is even

12. *Example 3-8 P(111):Magazines Purchased. The data is: 1 7 3 2 3 4 Find the median? Solution: Note: This PowerPoint is only a summary and your main source should be the book.

13. 2-The Mode:  The value that occurs most often in a data set is called the mode.  A data set that has only one mode is said to be unimodal.  A data set that has two mode is said to be bimodal.  A data set that has more than two mode is said to be multimodal.  When no data value occurs more than once, the data set is said to have no mode. Note: This PowerPoint is only a summary and your main source should be the book.

14. Example 3-9: NFL Signing Bonuses Find the mode of the signing bonuses of eight NFL players for a specific year. The bonuses in millions of dollars are 18.0, 14.0, 34.5, 10, 11.3, 10, 12.4, 10 You may find it easier to sort first. 10, 10, 10, 11.3, 12.4, 14.0, 18.0, 34.5 Select the value that occurs the most. The mode is 10 million dollars. Note: This PowerPoint is only a summary and your main source should be the book.

15. Example 3-10: Coal Employees in PA Find the mode for the number of coal employees per county for 10 selected counties in southwestern Pennsylvania. 110, 731, 1031, 84, 20, 118, 1162, 1977, 103, 752 There is no mode. Note: This PowerPoint is only a summary and your main source should be the book. No value occurs more than once.

16. Example 3-11: Licensed Nuclear Reactors The data show the number of licensed nuclear reactors in the United States for a recent 15- year period. Find the mode. 104 104 104 104 104 107 109 109 109 110 109 111 112 111 109 104 and 109 both occur the most. The data set is said to be bimodal. The modes are 104 and 109. Note: This PowerPoint is only a summary and your main source should be the book.

17. 3-The Midrange: The midrange is defined as the sum of the lowest and highest values in the data set, divided by 2. The symbol of midrange is MR. Note: This PowerPoint is only a summary and your main source should be the book.

18. Example 3-15: Water-Line Breaks In the last two winter seasons, the city of Brownsville, Minnesota, reported these numbers of water-line breaks per month. Find the midrange. 2, 3, 6, 8, 4, 1 The midrange is 4.5. Note: This PowerPoint is only a summary and your main source should be the book.

19. 4-The Weighted Mean: Find the Weighted Mean of a variable X by multiplying each value by its corresponding weight and dividing the sum of the products by the sum of the weights. Where w 1,w 2, …., w n are the weights And x 1, x 2, ….., x n are the values. Note: This PowerPoint is only a summary and your main source should be the book.

20. Example 3-17: Grade Point Average A student received the following grades. Find the corresponding GPA. The grade point average is 2.7. CourseCredits, wGrade, X English Composition3 A (4 points) Introduction to Psychology3 C (2 points) Biology4 B (3 points) Physical Education2 D (1 point) Note: This PowerPoint is only a summary and your main source should be the book.

21. Summary of Measures of Central Tendency. MeasureDefinitionSymbol MeanSum of values, divided by total no. of values, MedianMiddle point in data arrayMD ModeMost frequent data valueNone MidrangeL.V plus H.V,divided by 2MR Note: This PowerPoint is only a summary and your main source should be the book.

22. Properties and Uses of Central Tendency Note: This PowerPoint is only a summary and your main source should be the book.

23. Properties of the Mean  Uses all data values.  Varies less than the median or mode  Used in computing other statistics, such as the variance  Unique, usually not one of the data values  Cannot be used with open-ended classes  Affected by extremely high or low values, called outliers Note: This PowerPoint is only a summary and your main source should be the book.

24. Properties of the Median  Gives the midpoint  Used when it is necessary to find out whether the data values fall into the upper half or lower half of the distribution.  Can be used for an open-ended distribution.  Affected less than the mean by extremely high or extremely low values. Note: This PowerPoint is only a summary and your main source should be the book.

25. Properties of the Mode  Used when the most typical case is desired  Easiest average to compute  Can be used with nominal data  Not always unique or may not exist Note: This PowerPoint is only a summary and your main source should be the book.

26. Properties of the Midrange  Easy to compute.  Gives the midpoint.  Affected by extremely high or low values in a data set Note: This PowerPoint is only a summary and your main source should be the book.

27. Distributions Note: This PowerPoint is only a summary and your main source should be the book.

28. Exercises: Q(1):What is the most appropriate measure of central tendency for the following data set? male, female, female, male, male, male, female A)The midrange B) The mode C) The median D) The mean Q(2):Which value in the given data set would affect the mean? 5000, 9000, 7000, 40, 6000, 8000 A) 40 B) 5000 C) 8000 D) None of the above Q(3): Calculate the mean,median,midrange for the following numbers: 0, 14, 9, 0, 12 A) mean=9,median=9,midrange=11.5 B)mean= 7,median=9,midrange=7 C) mean=11.7,median=0,midrange=14 D) mean=35,median=12,midrange=7

29. 3 2 3 4 4 8 5 1 4 5 6 5 6 6 7 7 3 4 5 5 6 9 8 0 1 4 4 4 4 8 8 9 9 0 1 4 7 Use this plot to answer the questions (4-5) Q(4)Find the mode. A) 84 B) 4 C) 9 D) 48 Q(5) :Based on the distribution shape of the stem and leaf plot, choose the correct statement that describes the relationship between the measures: mean, median and mode. A) Mean = Median = Mode B) Mean < Median < Mode C) Mean > Median > Mode D) The exact relationship cannot be determined