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univariate | multivariate | sampling | distribution free | power analysis | comparisons
 

Univariate/bivariate methods

Click on the name of the method to go to a more detailed description and an explanation of the pictured example.
 

Method

Icon

Thumbnail

Agency/Group

Compare samples

Compare samples

Compare samples

EMAP

Invertebrates

Anova

Anova

Anova

EMAP

Habitat

Correlation

Correlation

Correlation

EMAP

Fish

Regression

Regression

Regression

EMAP 

Fish

 

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Multivariate methods

Click on the name of the method to go to a more detailed description and an explanation of the pictured example.
 

Method

Icon

Thumbnail

Agency/Group

Cluster

Cluster

Cluster

Maryland

Invertebrates

Multiple regression

Multiple regression

Multiple regression

EMAP

Chemistry

DFA

DFA

DFA

EMAP

Estuarine invertebrates

Manova

Manova

Manova

Maryland 

Fish

PCA

PCA

PCA

EMAP

Chemistry/land use

Canonical correlation

Canonical correlation

Canonical correlation

EMAP

Diatoms

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Sampling Approaches

Click on the name to go to a detailed description and an explanation of the pictured example.
 

Example

Thumbnail

Agency/Group

Probability

Probability

EMAP

Invertebrates

Status

Inference

EMAP

Fish

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Distribution-free methods

Click on the name of the method to go to a detailed description and explanation of the pictured example. 
 

Example

Thumbnail

Agency/Group

Bootstrap

Bootstrap

EMAP

Invertebrates

Jackknife

Jackknife

EMAP

Diatoms

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Power analysis

Example

Thumbnail

Agency/Group

Minimum detectable difference

Minimum detectable difference

EMAP

Invertebrates

Trend

 

 

Targeted

 

 


Comparisons

Table comparing all the statistical method described under univariate, bivariate, and multivariate methods (All methods).

Tables comparing the number and types of variables in different multivariate methods (MV methods).

Table of parametric and nonparametric equivalent statistical tests (Equivalents).

 

 

Biological Indicators | Aquatic Biodiversity | Statistical Primer


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