Ch1 Flashcards
Descriptive statistics
Organize summarize and communicate a group of numerical observations
Inferential statistics
Use sample data to make estimates about the larger population
Sample
Set of observations drawn from the population of interest
Population
Which includes all possible observations about which we would like to known something
Variables
Observations of physical attitudinal and behavioral characteristics that can take on different values
Discrete observations
Take on only specific values no other value can exist between these numbers
Continuous observations
Can take on a full range of values (numbers out to several decimal places) and infinite number of potential values exists
Nominal variables
Are used for observations that have categories or names as their values
Ordinal variables
Are used for observations that have rankings as their values (1,2,3)
Interval variables
Are used for observations that have numbers as their values, the distance (or interval) between pairs of consecutive numbers is assumed to be equal
Ratio variables
Variables that meet the criteria for interval variables but also have meaning zero points
Scale variable
Variables that meets the criteria for an interval variable or a ratio variable
Levels
Are the discrete values or conditions that variables can take on
Independent variables
Has at least two levels that we either manipulate or observe to determine its effect on the dependent variable
Dependent variable
Is the outcome variable that we hypothesize to be related to or caused by changes in the independent variable
Confounding variable
Is any variable that systematically varies with the independent variable so that we cannot logically determine which variable is at work
Reliable
Measure is consistent
Valid
Measure is one that measures what it was intended to measure
Hypothesis testing
Process of drawing conclusions about whether a particular relation between variables is supported by the evidence
Operational definition
Specifies the operations or procedures used to measure or manipulate a variable
Random assignment
Every participant in the study has an equal chance of being assigned to any of the groups or experiments
Experiment
Is a study where participants are randomly assigned to a condition or level of one or more independent variables
Between groups research design
Is an experiment in which participants experience one and only one level of independent variable
Within groups research design
Experiment in which all participants in the study experience the different levels of the independent variable
Data ethics
A set of principles related to all stages of working with data