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41 Cards in this Set

  • Front
  • Back
Statistics
The art of collecting, analyzing and interpreting data
Data
The facts and figures collected, summarized for presentation and interpreting
Data Set
All the data collected in a study
Elements
The entities on which data are collected
Variable
A characteristic of interest for the elements
Observation
The set of measurements obtained for a particular element
Nominal Scale
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
Ordinal Scale
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
Interval Scale
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#
Ratio Scale
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 #
Qualitative data
Labels or names used to identify an attribute of each element. Either nominal or ordinal. may be #
Quantitative Data
Numeric Values that indicate how much or how many of something. Either interval or ratio.
Qualitative Variable
A variable with qualitative data
Quantitative Variable
A Variable with quantitative data
Cross-sectional data
Data collected at the same time
Time series data
Data collected over a period of time.
Descriptive Statistics
Tabular, Graphical, and numerical summaries of data
Population
The set of all elements of interest in a particular study.
Sample
A subset of the population
Census
A survey to collect data on the entire population
Sample survey
A survey to collect data on a sample
Statistical inference
The process of using data obtained from a sample to make estimates about a population
Qualitative data
labels used to identify categories of like items
Quantitative data
values that indicate how much or how many
Frequency Distribution
A tabular Summary of Data showing the number(frequency) of data values in each of several non overlapping classes
Relative frequency distribution
A tabular summary of data showing the fraction or proportion of data values in each of several non overlapping classes
Percent Frequency distribution
a tabular summary of data showing the percent of data values in each of several non overlapping classes
Bar graph
a graphical device for depicting qualitative data that have been summarized in a frequency , relative frequency, or percent frequency distribution
Pie Chart
a graphical device for presenting data summaries based on subdivisions of a circle into sectors that correspond to the relative frequency
Class midpoint
the value half way in between the upper and lower class limits
Dot plot
a graphical device that summarizes data by the numbers of dots above each data value on the horizontal axis
Histogram
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
Cumulative Frequency Distribution
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
Cumulative Relative Frequency Distribution
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
Ogive
a graph of cumulative distribution
Exploratory data analysis
Methods that use simple arithmetic and easy to draw graphs to summarize data quickly
Stem and Leaf Display
An exploratory data analysis techniques that simultaneously rank orders quantitative data and provides insight about the shape of the distribution
Cross tabulation
a tabular summary of data of two variables. The classes for one variable are represented by the rows, and the other by columns
Simpson's Paradox
Conclusions drawn from two or more separate Cross tabulations that can be reversed when the data are aggregated into a single Cross tabulation
Scatter Diagram
A graphical presentation of the relationship between two Quantitative Variables. One on the horizontal and the other on the vertical.
Trend Line
A line that provides a approximation of the relationship between two variables.