MIDTERM 01 - Statistics Flashcards
The science of collecting, analyzing, presenting, and interpreting data
Statistics
Are the facts and figures that are collected, analyzed, and summarized for presentation and interpretation
Data
Measures either how much or how many of something
Quantitative data
Provide labels, or names, for categories of like items
Qualitative data
Is a method for organizing and summarizing data
Descriptive statistics
Descriptive value for a population
Parameter
Descriptive value for a sample
Statistic
Is a method for using sample data to make general conclusions about populations
Inferential statistics
The entire group of individuals
Population
Is selected to represent the population in a research study
Sample
Is any characteristic, number, or quantity that can be measured or counted
Variable
Consists of indivisible categories
Discrete variable
Are infinitely divisible into whatever units a researcher may choose
Continuous variable
The process of measuring a variable requires a set of categories called __________
Levels of measurement
Data created by assigning observations into various independent categories
Nominal
A scale in which scores indicate only relative amounts or rank order
Ordinal
A scale in which equal differences in scores represent equal differences in amount of the property measured, but with an arbitrary zero point
Interval
All the properties of an interval scale with the additional property of zero or absolute zero
Ratio
A sampling technique where every unit in the population has a chance of being selected in the sample
Probability sampling techniques
All members of the population have a chance of being included in the sample
Simple random sampling
The sampling frame is ordered according to some criteria
Systematic sampling
This method is used when the population is too big to handle
Stratified random sampling
A sampling technique where some units of the population have zero chance of selection
Non-probability sampling technique
Is a form of non-probability sampling in which the researchers rely on their own judgment
Purposive sampling