Statistics

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Statistics

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39 Terms

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Data
Facts and statistics collected together for reference or analysis
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Population
The total set of all the observations that are the subject of a study.
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Census
an official count or survey of a population, typically recording various details of individuals
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sample
A subset from the population
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Quantitative or Numerical Variable
A number (quantity), something that can be counted or measured from the individual.
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Qualitative or Categorical Variable
A word or name that describes a quality of the individual
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Nominal data
Categorical data that has no order or rank. For example, the color of your car, ethnicity, race, or gender.
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Ordinal data
Categorical data that has a natural order to it
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Interval data
Numeric data where there is a known difference between values, but zero does not mean "nothing."
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Ratio Data
Numeric data that has a true zero, meaning when the variable is zero nothing is there. Most measurement data are ratio data.
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discrete data
Data with space between possible data values. Graphs are represented by dots.
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continuous data
Data that can take on any value. There is no space between data values for a given domain. Graphs are represented by solid lines.
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Observational Study
An observational study is when the investigator collects data by observing, measuring, counting, watching or asking questions. The investigator does not change anything.
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Experiment
An activity or process that has specific results that can be repeated indefinitely which has a set of well-defined outcomes.
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raw data
The original data as it was collected.
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Frequency
the number of complete wavelengths that pass a point in a given time
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Ogive
a graph that represents the cumulative frequencies for the classes in a frequency distribution
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Scatterplot
A scatterplot shows the relationship between two quantitative variables measured on the same individuals.
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Stemplot
Also called a stem-and-leaf plot. Data are separated into a stem and leaf by place value and organized in the form of a histogram.
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Bar graph
A graph that uses horizontal or vertical bars to display data
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Pareto Chart
A bar graph that is ordered from the most frequent down to the least frequent category.
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Pie chart
a circular chart divided into triangular areas proportional to the percentages of the whole
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mean
arithmetic average of the numbers. This is the center that most people call the average.
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Median
data value in the middle of the data that has 50% of the data below that point and 50% of the data above that point.
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Mode
data value that occurs the most frequently in the data.
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sample size
the number of times a measurement is replicated in data collection
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skew
to place at an angle; to cause bias in or distort; asymmetric; distorted or biased
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Range
The difference between the largest and smallest data values.
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Variance
The average squared distance from the data points to the mean.
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Standard Deviation
The average distance of the data points from the mean
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Coefficient of Variation
The standard deviation divided by the mean, which allows you to compare variability among data sets when the units or scale is different
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biased estimator
If the mean of its sampling distribution is not equal to the true value of the parameter being estimated
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unbiased estimator
The mean of its sampling distribution is equal to the true value of the parameter being estimated
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Z-Score
The number of standard deviations a data point is from the mean.
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percentiles
indicate the distance of a score from 0
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Quartile
Numbers that divide a data set into fourths. One fourth (or a quarter) of the data falls between consecutive quartiles.
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Interquartile Range (IQR)
The distance between the first and third quartile.
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box plot
A graph that displays the highest and lowest quarters of data as whiskers, the middle two quarters of the data as a box, and the median
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potential outlier
anything more than 2 standard deviations away from the mean