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Discrete Math 14.1 Data Sets: • Data set: collection of data values. • Frequency: The number of times a data entry occurs. • Bar Graph: Visual representation of the frequencies for discrete data. • Outliers: Data points that do not fit the overall pattern of data. • Relative Frequencies: Expressed as percentages of the total population. • Pictograms: Uses icons instead of bars. Discrete Math 14.2 Variables: • Variable: Any characteristic that varies with the members of a population. • Quantitative data: numerical data. Continuous: Difference between data is small. Discrete: Change between values by increments • Qualitative: categorical variables described by characteristics that cannot be measured numerically. (eye color, freshmen...) To be continued… Discrete Math 14.2 (Continued...) Variables: (Continued...) • Pie Chart: represents the entire population using percentages. • Class intervals: (rule: between 5 and 20) range of breakup of scores. • Histogram: Used when numerical value is continuous. Bars are not spaced. Discrete Math 14.3 Measures of Location: • Average: Sum / N • Percentile: (p)th percentile such that p is the percent of data that falls at or below this value and the rest falls above. • Locator (L): is the location of the data item (d) at the given percentile. To be continued… How do you Find the Percentile? 1. Sort the data from smallest to largest 2. Compute the locater using the percentile given. L = p/100 x N 3. If the locater is a decimal number , round up. 4. If the locater is a whole number, take the average. Discrete Math 14.3 (Continued...) Median: the data item in the middle if N is odd, or the average of the two middles if N is even. • Mode: Data item that occurs most often. • First Quartile: 25th percentile or the median of the first half of the data. • Third Quartile: 75th percentile or the median of the second half of the data. To be continued… Discrete Math 14.3 (Continued...) Numerical summaries (Continued...) • • • • • • Five Number Summary: min, max, Q1, Q3, median. Box Plots: Based on five number summary 1. Find the 5 number summary 2. Draw the box from Q1 to Q3 3. Draw a line for the median inside the box. 4. Draw one whisker from the minimum to the box, and one from the maximum to the box. Discrete Math 14.4 Spread: • Range: difference in the max and min. • Interquartile Range (IQR): difference in the first and third quartile. • Standard Deviation: Used to measure the spread or variability. Find deviations from mean: data value - data mean Square the deviations from mean: (X - X’)2 Find the average of the square deviations and this is variance. Standard Deviations (σ) is the square root of variance. 2 • σ = Σ (X - X’) N Discrete Math