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A series of actions, changes, or functions that bring about an end result |
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Cause-and-Effect Diagram Sometimes called an? |
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Ishikawa diagram (developed by Kaoru Ishikawa in the 1960s) Also called a fishbone diagram (due to its shape) |
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” (typically from one of the five generic major cause categories) 1. People/personnel 2. Material or supplies 3. Equipment or machines 4. Procedures or methods 5. Environmen |
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– problem, goal, or outcome |
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Plots a variable of interest on the yaxis vs time on the x-axis If the variable is unstable over time we say the variable is time-dependent |
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Separates data into leading digits (stems) and trailing digits (leaves) Helps organize data and summarizes its distribution |
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Frequency Distribution Table |
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Summary table in which the data are arranged in conveniently established, numerically ordered class groupings or categories Makes data analysis more manageable and meaningful |
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Columns to Include in a Freq. Dist. Table? |
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• Lower Boundary • Upper Boundary • Class Midpoint • Frequency • Relative Frequency • % Distribution • Cumulative Frequency • Cumulative % Distribution |
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Point halfway between the boundaries of a class – Representative of the data within the class |
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Relative Frequency Distribution |
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Obtained by dividing the frequencies in each class by the total number of observations – Values should sum up to 1.0 |
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Obtained by multiplying each relative frequency value by 100 (to convert it to a percent) |
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Cumulative percentage distribution |
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the proportion or percent of data values falling above or below a specified value of interest |
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Definition
Vertical bar chart in which the rectangular bars are constructed at the boundaries of each class Pictorial representation of a frequency distribution table Variable of interest (length, number of hours, etc.) plotted on x-axis Frequency, proportion, or % of observations plotted on y-axis |
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Definition
– Similar to a histogram in the form of a line graph – Can be used to compare multiple data sets |
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Cumulative polygon (ogive) |
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– Graphical representation of the cumulative distribution table |
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shows tally on visual maps |
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Length of bar represents? |
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Definition
frequency or % of observations in that category |
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Special type of vertical bar chart Categories are plotted in descending rank order of frequencies Diagram includes cumulative polygon (line graph) on same scale Separates the “vital few” from the “trivial many” |
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Bivariate Categorical Data |
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Definition
Simultaneously examines the responses of two categorical variables Contingency table – Cross-classifies data Side-by-side bar chart |
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