Topic |
Coverage |
| Data Collection (Population vs. Sample)
Data
Display (Graphics)
Data Summarization (Summary Statistics) |
I
I
I |
| Exploratory Data Analysis |
S |
|
Use of Statistics Software
SAS
JMP
SPSS S-Plus |
T
0
0
0 |
| Probability |
S |
| Probability Distributions
Discrete
Continuous
Sampling |
S
I
S |
| Parametric Estimation (Point &
Interval) Single Sample (m )
Single Sample (s2)
Two Independent Samples (m1-m2)
Two Related (Paired) Samples (m1-m2) |
T
I
T
T |
| Nonparametric Estimation
Single
Sample (Median)
Two Independent Samples
Two Related (Paired) Samples |
S
0
0 |
| Parametric Hypothesis Testing (t-tests)
Single
Sample (m =m0)
2 Independent Samples (m1=m2)
Assuming equal variances
Assuming unequal variances
2 Independent Samples (Levene's Test s1=s2)
2 Related (Paired) Samples (m1=m2) |
T
T
T
T
T |
|
Nonparametric Hypothesis Testing
Single Sample
Sign Test
Wilcoxon Signed Ranks Test
Two Independent Samples
Wilcoxon Rank Sum Test
Two Related (Paired) Samples
Sign Test
Wilcoxon Signed Ranks Test
Rank Transformation Tests |
I
T
T
I
T
I |
|
Assessing Normality
Normal Probability Plots
Tests for Normality |
I
T |
|
Robustness to Violations
of Assumptions |
I |
|
Categorical Data Analysis
2 ´
2 contingency tables
r ´
c contingency tables |
I
I |
|
Correlation
Pearson's r
Spearman's
r
Kendall's
t |
T
I
I |
|
Simple Linear Regression |
S |
|
One Way ANOVA
Testing equality of means
Post Hoc procedures |
I
S |
| |
|
|
Math Requirements |
Moderate |
|
Computing Requirements |
Moderate |
