exam 2 Flashcards
descriptive statistics
describe the characteristics of a group => mean, median, modee
linear regression
the best line of fit from a scatterplot => y = aX + b where a = slope and b = intercept
what is r squared
the proportion of variance in Y that is attributed to X (strength of the relationship)
p (rho)
corresponding population parameter => when r is sufficiently different from 0 wee conclude rho ≠ 0
nonlinear regression
curved insteead of a straight line => pearson product cannot be used for thesee
partial correlations
we can compute pairs of variables and partial out the effect of the third variable
spurious relationship
when 2 variables are correlated but not causally related => either coincidence or a third variable
confound
factor that covaries perfectly with the IV
measurement
the process of assigning numbers or labels to observations to represnt amount or categories
measurement scale
set of numbers or labels that can be assigned to measured items
magnitude
measurement can be arranged in a meaningful order
equal unit size
a change in 1 is the same size anywhere else in the scale
absolute zero
a score of 0 means none of what is being measured
ratio scale
magnitude, equal size, and absolute zero => tells us how much quantity is present
ex: weight, salary, etc.
interval
magnitude, equal size, no absolute zero => tellsus how much scores differ
ex: temperature, etc.
ordinal
magnitude only, only tells relative standing not distance => crude information about quantity
ex: rankings
nominal
strictly categorical => difference in quality
ex: nationality, gender, etc.
reliability
repeatability or consistency of a measurement
what are the 2 components of a measurement?
true score and measurement error
test-retest reliability
do our tests again to see if we get the same answer
alterate forms reliability/parallel forms reliability
test the equivalence between two different forms of the same test and compute a correlation beetween the two scores
internal consistency
measurement instrument has many items on it that measure the same thing
split half reliability
copute scores for the 2 halves of the test and compute a correlation between them
interrateer/interobserver reliability
when people are rating the behavior of people they are observing => compute correlations between observers
validity
the quality of the raw measurement as a good operational definiton of a construct
construct
an idea developed to permit categorization and description of some directly observable behavior
construct validity
is our measurement as operationally defined really measuring what we think its measuring
face validity
on the face of the measurement does it seem reasonable and make sense
convergent validity
when different measures of the same construct give the same result
discriminant validity
measurement of 2 constructs are not related and allow us to discriminate between the two
criterion validity
the extent to which a measurement instrument accurately predicts behavior in a particular area
predictive criterion validity
giving a test at some point compared to future criterion behavior => predicting the future with current tests
concurrent criterion validity
giving a test and immediately evaluating criterion behavior => such as pencil and paper tests followed by a practical
reactivity
when a subject changes behavior because they know they are being observed
how to fix reactivity
conceal observations, allow subjects to get used to observation, allow for anonymous responding, indirect obsrevation of behavior, etc.