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Quantitative Methods
Stats for Psych Majors
26
Mathematics
Undergraduate 3
05/10/2011

Additional Mathematics Flashcards

 


 

Cards

Term
Descriptive Stats
Definition
summarizing a group of scores
Term
Inferential Stats
Definition
drawing conclusions based on scores but going beyond them
Term
ratio scale (level of meas.)
Definition
equal-interval variable that has an absolute zero point (meaning if the value is 0 the variable is completely absent)
Term
rank-order
Definition
also called ORDINAL variable
Term
nominal variable
Definition
categories
Term
central tendency
Definition
most representative value of a group of scores
Term
types of sampling
Definition
random selection (most ideal)
Term
Changing raw to Z and vice versa
Definition
Z= X-M/SD ... X= (Z)(SD)+M
Term
% of scores above/below a particular score
Definition
Change raw score to Z score, find on Z table in % Mean to Z or % in tail
Term
calc. Z score based on percentage
Definition
draw graph, shade, estimate Z where shade stops (in SDs), look up in table
Term
Directional hypo.
Definition
predicts a particular direction
Term
non-directional hypo.
Definition
does not predict specific direction
Term
one-tailed test
Definition
for directional hypo (region of the CD where the null is rejected is all on one side)
Term
two-tailed test
Definition
for nondirectional hypo (region of the CD where the null is rejected is on both sides)
Term
Cutoff Z scores
Definition
+1.96 and -1.96 for %5 (two-tailed)
+1.64 and -1.64 for %5 (one-tailed)
+2.58 and -2.58 for 1% (two-tailed)
+2.33 and -2.33 for 1% (one-tailed)
Term
Distribution of means
Definition
COMPARISON DISTRIBUTION when testing hypos. involving ONE sample of MORE than ONE person
Term
Characteristics of DoM
Definition
mean, spread (calc. using variance and SD), shape

1. M of DoM is same as pop. M
2. Variance of DoM = pop. variance divided by # individuals in each sample
3. if 30+ individuals or dist. of population on individ. is normal, then shape of DoM will be normal
Term
Effect size
Definition
measure of difference (lack of overlap) between populations. INCREASES AS MEANS GET FURTHER APART (essentially, difference between the means)

standardized effect size: M1-M2/pop. SD
Term
Conventions of effect size
Definition
small .20
medium .50
large .80
Term
Cohen's D
Definition
d= effect size (M1-M2/pop. SD)
Term
Meta-analysis
Definition
combining effect sizes from different studies
Term
Power
Definition
probability that the research hypo will give stats. signif. result if H1 is TRUE
Term
Factors that determine power in a study
Definition
Effect size (bigger effect size, greater power) (smaller SD, bigger effect size)
Term
Cohen's D for power
Definition
M1=M2 + (d, predicted effect size)(pop. SD)
Term
Type 1 Error
Definition
rejecting null when it's true
Term
Type 2 Error
Definition
BETA not rejecting the null when you should
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