PH Cottrel Flashcards
(18 cards)
Ordinal
Rank ordered
Ex: liberal, mod, cons
Nominal
Name, no order
Ex: country of origin
Dichotomous
One or other
Ex: male female
Continuous
Ex: cholesterol levels
Effect size
- equation
- meaning
r^2
How much of x explains y
Pearson r
- when to use
- H0
2 continuous variables
r=0
Spearman rank
- when to use
2 ordinal variables (satisfaction vs severity of illness)
Chi square
- when to use
- H0
2 dichotomous variables (success/fail vs treat/untreat)
frequency observed = frequency expected
* want calculated chi square to be higher than critical chi square
* want low p value
T test
- when to use
- H0
1 dichotomous 1 continuous (Gender vs BP)
Mu1 = Mu control
ANOVA
- when to use
- H0
1 nominal (more than 1 level) 1 continuous (Blood type vs Hb level) Mu1=Mu2=Mu3
Factorial/N-way ANOVA
- when to use
More than 1 nominal IV
1 continuous DV
2 way has 2 IVs (many levels)
3 way has 3 IVs (many levels)
Repeated measures ANOVA
DV measured multiple times
Multivariate ANOVA
More than 1 DV
Analysis of covariance
Controls for gender when looking at weight loss
Parametric
- definition
- example
Normal distribution
Pearson r
Nonparametric
Not normal distribution
How to tell if something is statistically significant
Look at p value or CI
How to see if something has practical significance
Look at effect size (r^2)