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TYPE OF DATA (CONTINUOUS DATA (DATA NOT RELATED TO EACH OTHER (INDEPENDENT…
TYPE OF DATA
CONTINUOUS DATA
DATA
NOT
RELATED TO EACH OTHER
INDEPENDENT
1 SAMPLE
Ho
1 SAMPLE T-TEST
Ha NOT NORMALLY DISTRIBUTED
WILCOXON RANK SUM
2 SAMPLES
NORMALLY DISTRIBUTED
VARIANCE TEST
T TEST WITH EQUAL VARIANCE
MEAN SAMPLE = MEAN POPULATION
MEAN SAMPLE != MEAN POPULATION
T TEST WITH NON EQUAL VARIANCE
NOT NORMALLY DISTRIBUTED
WILCOXON RANK SUM
DEPENDENT
Ho = NORMALLY DISTRIBUTED
PAIRED T TEST
report
STANDARD DEVIATION
MEAN
P VALUE
calculate
difference between pairs
sample mean difference, deviation
test statistics - t test value
sample variables
hypothesis
null -- difference = 0
alternative -- difference != 0
Ha = NOT NORMALLY DISTRIBUTED
WILCOXON MATCHED-PAIRS SIGNED RANK TEST
REPORT
DESCRIPTIVE DATA SUMMARY
MEDIAN
25TH, 7TH PERCENTILE
RANGE
Z VALUE
P VALUE
non ordinal data, range <10
CATEGORICAL DATA
VARIABLES NOT CORRELATED
DEPENDENT DATA
NUMBER OF DISCORDANT
greater than 20 -- MCNEMAR
<20 -- MCNEMAR EXACT
INDEPENDENT DATA
TWO BIONOMIAL VARIABLES/ GROUPS
2X2 TABLE
EFC
<5 FISHER'S EXACT
MORE THAN 5 CHI SQUARE TEST
MORE THAN 2 GROUPS/ VARIABLE
ROC
EFC > 5 (80% OF THE GROUPS)
100% > 1
CHI SQUARE
EFC > 5 (<80% OF THE GROUPS) 100% >1
FISHER EXACT