TestPage
1
Hypothesis Testing
2
Binomial
2.0.1
Binomial Distribution
2.0.2
Normal approximation to the binomial distribution
2.0.3
Central Limit Theorum
2.0.4
Bernoulli Power Calculations
3
Wilcoxon rank sum
3.0.1
Two sample T test
3.0.2
Wilcoxon Rank Sum Test
3.0.3
Hypothesis
3.0.4
Location Shift Model
3.0.5
Rank
3.0.6
Test Statistic
3.0.7
Distribution of W
3.0.8
Computation
3.0.9
Example
3.0.10
Hodges-Lehman Estimate
3.0.11
Example
3.0.12
Kolmogorov Smirnov
4
Sign test and Wilcoxon signed rank
4.0.1
Sign test and Wilcoxon signed rank test
4.0.2
Example
4.0.3
Wilcoxon signed rank test
4.0.4
Large sample approximation
5
Kruskal Wallis
5.0.1
F test
5.0.2
Ansari-Bradley
5.0.3
Kruskal-Wallis
6
Friedman Rank
7
Correlation
7.0.1
Pearson
7.0.2
Kendall
7.0.3
Spearman Rank
7.0.4
Cohen’s kappa
8
Comparing proportions in 2 X 2 tables
8.0.1
Large sample test procedures
8.0.2
2X2 Chi-Squared test of homogeneity
8.0.3
2X2 Chi-Squared test of independence
9
Relative Risk/Odds Ratio
9.0.1
Relative Risk
9.0.2
Odds
9.0.3
Example
9.0.4
Hypergeometric distribution
10
MH
10.0.1
Binomial coefficient
10.0.2
Multinomial Distribution
11
McNemars
12
Stuart
13
Correlation
13.0.1
Pearson
13.0.2
Kendall
13.0.3
Spearman Rank
13.0.4
Cohen’s kappa
14
Friedman Rank
15
Linear
16
Multiple Regression
17
Logistic
18
Density
18.0.1
Parametric continuous distribution
18.0.2
Histogram Version
18.0.3
Nonparametric density estimation
18.0.4
The empirical distribution function
18.0.5
Example
18.0.6
Kernal function
18.0.7
Triangle Kernal
19
Nonparametric Regression
19.0.1
Step up
19.0.2
Nearest Neighborhood method
19.0.3
Example
19.0.4
Local linear estimator
19.0.5
Local polynomial estimator
20
Semi-Parametric Regression with splines
20.0.1
Basis functions
20.0.2
Example
20.0.3
Broken Stick Model
21
B Splines
21.0.1
Example
22
Generalized Linear Model
22.0.1
GLM
22.0.2
Exponential Family
22.0.3
Normal Distribution
23
Generalized Additive Models
24
Bootsrap
24.0.1
Bootstrap estimation of bias
24.0.2
Bootstrap estimation of variance
24.0.3
Bootsrap confidence intervals
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NonParametric Stats
16
Multiple Regression