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All individuals with a popular characteristic
Population
Population
All Ohio residents are an example of
Population mean
“Mu” represents
Sample mean
“X bar” represents
Population standard deviation
“Sigma” represents
Sample standard deviation
‘S’ represents
Data obtained by measuring numerical objects or events
Measurement data
Weight of a person, speed of a car or test score
Examples of measurement data
sorting classmates by their favorite weather; sunny, rainy, cloudy, snowy
Examples of categorical data
Uses “category” to measure groups
Categorical data
The 4 scales of measurement are
Nominal, ordinal, interval and ratio
Classifies information in categories
Nominal
Male vs female, political affiliation, telephone number
Examples of nominal measurement
Male=1 female=2
Example of numbering nominal measurements
Place objects, people or events in order using numbers
Ordinal
Class rank; highest average, second highest average, and lowest average,
Example of ordinal measurement
1st, 2nd, and 3rd place
Example of ordinal measurement
Characteristics of nominal and ordinal, but objects have equal differences
Interval
Fahrenheit temperature scale; 10 degree difference along the scale has same meaning
Example of interval measurement
Tape measure
Example of interval measurement
Measurement in which you may not double or multiply or divide
Interval measurements do not allow
Like interval, but has no negative numbers and a true zero start point
Ratio
Number of friends, number of calories consumed, weight
Examples of ratio measurement
where no values exist between categories
Discrete variable
You get a 6 when rolling a dice, or the amount of students you have in a class. Not a 6.5 or any other “half numbers”
Discrete variable example
Can take place anywhere on the number scale in between two values
Continuous variable
Any possible value between zero and one, or any value between 1-10
Continuous variable example
A variable controlled or manipulated by researcher in groupings
Independent variable
Amount of studying one does
Independent variable example
Being measured by change in an independent variable ( this is typically data you measure)
Dependent variable
Test scores as a result of one’s amount of studying
Dependent variable example