module 1 Flashcards
the blue print for any statistical project is the _____.
a) sampling data
b) study design
c) data
d) observational unit
b) study design
what are the five hierarchical scales used to characterize study designs? define them
- observation unit (collecting actual data, subject for the study)
- sampling unit (central, thing selected at random in the study)
- sample (collection of all sampling units)
- statistical population (collection of all possible sampling units that could be in your sample)
- population of interest (what you’re trying t make a statement with)
t or f: the sampling unit must be the same as the observational unit
false: it may be, or it may contain multiple observational units
if 72 people replied to your email about their favourite grocery store, then your _______ includes the 72 email responses.
sample
Statistical population
all sampling units that could have been in your sample
population of interest
- collection of sampling units you hope to draw a conclusion about
- ideally the same as statistical population but is often larger
sample
collection of sampling units you collect
the _____ is defined by your research question whereas the _____ is defined by your study design
population of interest, satistical population
measurement unit and measurement variable
variable: what you are measuring abt the observational unit
- unit: scale of the measurement variable (for numeric only) ie cm for height or years/months for age
descriptive vs inferential stats
descriptive: characterizes data in your sample (tables, averages, graphs etc), describes data and makes a statement about the data
inferential: uses info from sample to make a probabilistic statement about the statistical population and makes conclusions about the statistical population
name the 4 steps in full framework for stats
- sampling
- measuring
- calculating descriptive stats
- calculating inferential stats
t or f: When there are multiple groups in the statistical population, the descriptive and inferential statistics are repeated for each group.
f: When there are multiple groups in the statistical population, the descriptive statistics are repeated for each group. Inferential statistics are done only once for the statistical population and can be used to make statements about the difference among groups.