STATISTICS Flashcards
quantitative variable that either a finite number of possible values or a countable number of possible values
discrete variable
is a person or object that is a member of the population being studied
individual
numerical summary of a sample
statistic
subset of the population
sample
consists of organizing and summarizing data
descriptive statistics
uses methods that take a result from a sample, extend it to the population, and measure the reliability of the result
inferential statistics
numerical summary of a population
parameter
a researcher must determine the questions he or she wants answered
identify the research objective
conducting research on an entire population is often difficult and expensive, so we typically look at the sample
collect the information needed to answer the questions
descriptive statistics allow the researcher to obtain an overview of the data and can help determine the type of statistical methods the researcher should use
organize and summarize the information
in this step, the information collected from the sample is generalized to the population
draw conclusion from the sample
the characteristics of the individual within the population
variable
variable that yields categorical responses (a word or a code that represents a class or category)
qualitative variable
takes on numerical values representing an amount or quantity
quantitative variable
these observational studies collect information about individual at a specific point in time or over a very short period of time
cross-sectional studies
these studies are generally retrospective and involve identifying subjects based on the level of their response variable, and measuring the level of their explanatory variable
case-control studies
these studies are generally prospective and involve identifying subjects based on the level of their explanatory variable, and obtaining the corresponding response outcome
cohort studies
a person, object, or some other well-defined item upon which treatment is applied
experimental unit
often refer to the experimental unit
subject
serves as the baseline treatment that can be used to compare to other treatment
control group
a controlled independent variable manipulated by the experimenter
factor
focus of a question in a study or experiment
response variable
nondisclosure of the treatment an experimental unit is receiving
blinding
the experimental unit does not know which treatment he or she is receiving
single-blind
neither the experimental nor the researcher in contact with the experimental unit knows which treatment the experimental unit is receiving
double-blind
one in which each experimental unit is randomly assigned to a treatment
completely randomized design
an experimental design in which experimental units are paired up
matched-pairs design
grouping similar experimental units and then randomly assigning experimental units within each group
blocking