More Exam 2 Terms Flashcards
Why do we sample?
To obtain information about a population when a census is not possible.
True or false: Valid inference about a population cannot be made from a sample obtained using a non-random sampling.
True
Which type of data production establishes that treatments “cause” changes in the responses?
Experiments
In a valid experiment, what happens to the subjects?
They are randomly assigned to treatments.
True or false: At the end of an experiment, what is compared to assess the effects of “treatments?”
Responses
is a simple random sample an observational study?
Yes
Which type of data production allows the subjects to self-select their treatments?
A survey
What type of data production “imposes treatments” on subjects?
Experiment
For valid inference, which type of data production does not require randomization?
Survey
Experiment
Neither of them
What type of randomization takes place in a random survey?
Random selection of subjects
What type of randomization takes place in a valid experiment?
Random allocation of subjects to treatment groups
What is a lurking variable?
A variable that affects the relationship between the response variable and the explanatory variable but is not included among the variables studied.
The explanatory variable (x)
a set of treatments imposed on the subjects that might affect the outcome of the study
Response variable (y)
The outcome measured on each subject to reveal the affect of the treatment.
When is the response variable determined?
At the end of the study
upon what is a treatment applied?
The Subject