Chapter 2 Descriptive Statistics § 2.1 Frequency Distributions and Their Graphs Frequency Histogram A frequency histogram is a bar graph that represents the frequency distribution of a data set. 1. The horizontal scale is quantitative and measures the data values. 2. The vertical scale measures the frequencies of the classes. 3. Consecutive bars must touch. Class boundaries are the numbers that separate the classes without forming gaps between them. The horizontal scale of a histogram can be marked with either the class boundaries or the midpoints. Larson & Farber, Elementary Statistics: Picturing the World, 3e 3 Class Boundaries Example: Find the class boundaries for the “Ages of Students” frequency distribution. Ages of Students The distance from the upper limit of the first class to the lower limit of the second class is 1. Half this distance is 0.5. Class Frequency, f Class Boundaries 18 – 25 26 – 33 34 – 41 42 – 49 50 – 57 13 8 4 3 2 17.5 25.5 25.5 33.5 33.5 41.5 41.5 49.5 49.5 57.5 f 30 Larson & Farber, Elementary Statistics: Picturing the World, 3e 4 Frequency Histogram Example: Draw a frequency histogram for the “Ages of Students” frequency distribution. Use the class boundaries. 14 Ages of Students 13 12 10 8 8 f 6 4 4 3 2 2 0 Broken axis 17.5 25.5 33.5 41.5 49.5 57.5 Age (in years) Larson & Farber, Elementary Statistics: Picturing the World, 3e 5 Frequency Polygon A frequency polygon is a line graph that emphasizes the continuous change in frequencies. 1. The horizontal scale is the class midpoints. 2. The vertical scale measures the frequencies of the classes. 3. All points are connected with a straight line. Larson & Farber, Elementary Statistics: Picturing the World, 3e 6 Frequency Polygon A frequency polygon is a line graph that emphasizes the continuous change in frequencies. 14 Ages of Students 12 10 Line is extended to the x-axis. 8 f 6 4 2 0 Broken axis 13.5 21.5 29.5 37.5 45.5 53.5 Age (in years) Larson & Farber, Elementary Statistics: Picturing the World, 3e 61.5 Midpoints 7 Relative Frequency Histogram A relative frequency histogram has the same shape and the same horizontal scale as the corresponding frequency histogram. Relative frequency (portion of students) 0.5 0.433 Ages of Students 0.4 0.3 0.267 0.2 0.133 0.1 0.1 0.067 0 17.5 25.5 33.5 41.5 49.5 57.5 Age (in years) Larson & Farber, Elementary Statistics: Picturing the World, 3e 8 Cumulative Frequency Graph Cumulative frequency (portion of students) A cumulative frequency graph or ogive, is a line graph that displays the cumulative frequency of each class at its upper class boundary. 30 Ages of Students 24 The graph ends at the upper boundary of the last class. 18 12 6 0 17.5 25.5 33.5 41.5 49.5 57.5 Age (in years) Larson & Farber, Elementary Statistics: Picturing the World, 3e 9 Homework Monday HW Pg 43-47 #8,19-22,25,29 Tuesday HW 7, 18, 27, 33 Larson & Farber, Elementary Statistics: Picturing the World, 3e 10 Homework Pg 43-47 # 7, 18, 28, 36 7 True 18 a)44 b) 70 inches 28 and 36 see scans Larson & Farber, Elementary Statistics: Picturing the World, 3e 11