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41 Cards in this Set
- Front
- Back
Statistics
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The art of collecting, analyzing and interpreting data
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Data
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The facts and figures collected, summarized for presentation and interpreting
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Data Set
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All the data collected in a study
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Elements
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The entities on which data are collected
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Variable
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A characteristic of interest for the elements
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Observation
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The set of measurements obtained for a particular element
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Nominal Scale
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The scale of measurement for a variable when that data are labels or names used to identify an attribute of an element . Nominal data can be non numeric or numeric
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Ordinal Scale
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The scale of measurement for a variable if the data exhibits the properties of nominal data and the order or rank is meaningful. May be # or not
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Interval Scale
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The scale of measurement for a variable if the data demonstrate the properties of ordinal data and the between the values is expresses in terms of a fixed unit of measure. Always#
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Ratio Scale
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The scale of Measure for a variable if the data demonstrate all the properties of an interval data and the ratio between the two values is meaningful. Always #
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Qualitative data
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Labels or names used to identify an attribute of each element. Either nominal or ordinal. may be #
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Quantitative Data
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Numeric Values that indicate how much or how many of something. Either interval or ratio.
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Qualitative Variable
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A variable with qualitative data
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Quantitative Variable
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A Variable with quantitative data
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Cross-sectional data
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Data collected at the same time
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Time series data
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Data collected over a period of time.
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Descriptive Statistics
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Tabular, Graphical, and numerical summaries of data
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Population
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The set of all elements of interest in a particular study.
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Sample
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A subset of the population
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Census
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A survey to collect data on the entire population
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Sample survey
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A survey to collect data on a sample
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Statistical inference
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The process of using data obtained from a sample to make estimates about a population
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Qualitative data
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labels used to identify categories of like items
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Quantitative data
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values that indicate how much or how many
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Frequency Distribution
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A tabular Summary of Data showing the number(frequency) of data values in each of several non overlapping classes
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Relative frequency distribution
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A tabular summary of data showing the fraction or proportion of data values in each of several non overlapping classes
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Percent Frequency distribution
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a tabular summary of data showing the percent of data values in each of several non overlapping classes
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Bar graph
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a graphical device for depicting qualitative data that have been summarized in a frequency , relative frequency, or percent frequency distribution
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Pie Chart
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a graphical device for presenting data summaries based on subdivisions of a circle into sectors that correspond to the relative frequency
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Class midpoint
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the value half way in between the upper and lower class limits
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Dot plot
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a graphical device that summarizes data by the numbers of dots above each data value on the horizontal axis
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Histogram
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A graphical presentation of a frequency distribution , relative frequency distribution or percent frequency distribution of quantitative data constructed by placing the class intervals on the horizontal axis and the frequencies on the vertical axis
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Cumulative Frequency Distribution
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A tabular summary of quantitative data showing the number of data values that are less than or equal the the upper class limit of each class
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Cumulative Relative Frequency Distribution
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A tabular summary of quantitative data showing the percent of data values that are less than or equal the the upper class limit of each class
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Ogive
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a graph of cumulative distribution
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Exploratory data analysis
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Methods that use simple arithmetic and easy to draw graphs to summarize data quickly
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Stem and Leaf Display
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An exploratory data analysis techniques that simultaneously rank orders quantitative data and provides insight about the shape of the distribution
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Cross tabulation
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a tabular summary of data of two variables. The classes for one variable are represented by the rows, and the other by columns
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Simpson's Paradox
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Conclusions drawn from two or more separate Cross tabulations that can be reversed when the data are aggregated into a single Cross tabulation
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Scatter Diagram
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A graphical presentation of the relationship between two Quantitative Variables. One on the horizontal and the other on the vertical.
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Trend Line
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A line that provides a approximation of the relationship between two variables.
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