Wilcoxon Matched Pairs Flashcards
Group Difference
o Subjects can be related UNRELATED/BETWEEN (ie. is female vocab better (DV=vocab; IV=gender) or RELATED/WITHIN (ie. are wives vocab better than their husbands (DV=vocab; IV=marriage???)
o Most common relation is same person under 2 CONDITIONS.
o Differences are:
Due to CONDITION (REPEATED MEASURES/MATCHED PAIRS): ie. DV=blood pressure; IV=drug treatment
WMP (EG)
- Eg. HP=Alcohol consumption increases reaction times (RT); DES=Simple 2 choice reaction time task before (RT1) & after (RT2) consumption of 6u alcohol (7pp;2c)
- RT1=330, 285, 420, 281, 263, 381, 550; RT2=298, 687, 952, 305, 263, 409, 590
WMP
o Wouldn’t psychologically expect exact same RT in 2c (aka RT2-RT1=0 is NOTPROB); this would happen if alcohol had no affect (NULL)
o If alcohol slows RT=RT2-RT1=+!
o WMP finds stat showing H0 extent; table shows STATSIG prob
WMP 1
o 1. CALC DIF o RT2(!!!)-RT1= -32, 402, 532, 24, 0, 28, 40
WMP 2
o 2. REMOVE 0 (AND REDUCE N (IE. 7 TO 6)
WMP 3
o 3. RANK DIF
o -32=3, 402=5, 532=6, 24=1, 28=2, 40=4
WMP 4
o 4. CALC SUM OF + RANKS
o T+=18
WMP 5
o 5. CALC SUM OF – RANKS
o T-=3
WMP 6
o 6. T IS SMALLER
o T=3
WMP 7
o 7. STATSIG IF T=/< CV
o 3>1; accept null; 6 units doesn’t significantly affect reaction time, so NOT STATSIG
Variables
- IV can be categorical/nominal (ie. men vs women); DV can be continuous/scale (ie. RT)
Categorical Responses
- Responses can also be categorical if:
o a continuous variable is categorised (ie. large vocab=>20; small=<20)
o a true categorical response is used (ie. yes/no) - What is truly being measured is the frequency of categorical responses.
Frequency Pre-Requisites
o Show data as COUNTS (ie. 10 toddlers, 10 kids) not percentages (ie. 50% toddlers, 50% kids); convert if otherwise:
P(kid) x sample size=frequency of kids