A survey conducted by including every element of the population
Cluster
A subgroup (usually geographical) of the population that is representative of the population
Cluster sampling
A sampling technique in which the population is divided into clusters and a sample is chosen from one or a few clusters
Continuous variable
A (quantitative) variable that can assume any numerical value over a certain interval or intervals
Control group
The group of elements on which no condition is imposed
Convenience sample
A sample that includes the most accessible members of the population
Cross-section data
Data collected on different elements at the same point in time or for the same period of time
Data or data set
Collection of observations or measurements on a variable
Descriptive statistics
Methods for organizing, displaying, and describing data using tables, graphs, and summary measures
Designed experiment
A study in which the experimenter controls the assignment of elements to different treatment groups
Discrete variable
A (quantitative) variable whose values are countable
Double-blind experiment
An experiment in which neither the doctors (or researchers) nor the patients (or members) know to which group a patient (or member) belongs
Element or member
A specific subject or object included in a sample or population
Experiment
A method of collecting data by controlling some or all factors
Inferential statistics
Methods that help make decisions about a population based on sample results
Judgment sample
A sample that includes the elements of the population selected based on the judgment and prior knowledge of an expert
Nonrandom sample
A sample drawn in such a way that some members of the population have no chance of being selected in the sample
Nonresponse error
The error that occurs because many of the people included in the sample do not respond
Nonsampling or systematic errors
The errors that occur in the collection, recording, and tabulation of data
Observation or measurement
The value of a variable for an element
Observational study
A study in which the assignment of elements to different treatments is voluntary, and the researcher simply observes the results of the study
Population or target population
The collection of all elements whose characteristics are being studied
Qualitative or categorical data
Data generated by a qualitative variable
Qualitative or categorical variable
A variable that cannot assume numerical values but is classified into two or more categories
Quantitative data
Data generated by a quantitative variable
Quantitative variable
A variable that can be measured numerically
Quota sample
A sample selected in such a way that each group or subpopulation is represented in the sample in exactly the same proportion as in the target population
Random sample
A sample drawn in such a way that each element of the population has some chance of being included in the sample
Randomization
The procedure in which elements are assigned to different (treatment and control) groups at random
Representative sample
A sample that contains the characteristics of the population as closely as possible
Response error
The error that occurs because people included in the survey do not provide correct answers
Sample
A portion of the population of interest
Sample survey
A survey that includes elements of a sample
Sampling frame
The list of elements of the target population that is used to select a sample
Sampling or chance error
The difference between the result obtained from a sample survey and the result that would be obtained from the census
Selection error
The error that occurs because the sampling frame is not representative of the population
Simple random sampling
If all samples of the same size selected from a population have the same chance of being selected, it is called simple random sampling
Statistics
Science of collecting, analyzing, presenting, and interpreting data and making decisions
Stratified random sampling
A sampling technique in which the population is divided into different strata and a sample is chosen from each stratum
Stratum
A subgroup of the population whose members are similar with regard to the possession of a characteristic