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Why multivariate analysis?
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Non-metric multidimensional scaling
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SIMPER
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Canonical Correspondence Analysis
Partial Canonical Correspondence Analysis
Multiple linear regression
Multiple regression on (dis)similarity matrices
Path analysis
Redundancy Analysis
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Partial redundancy analysis
Variation partitioning
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ANOSIM
Hotelling's T-squared test
MANOVA
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The Mantel test
Partial Mantel test
Indirect gradient analysis
Correspondence Analysis
Detrended correspondence analysis
Principal Components Analysis
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Factor analysis
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Principal coordinates of neighbour matrices
The GUSTA ME Blog
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Walkthroughs
Comparison of Bacterial Communities in Sands and Water at Beaches with Bacterial Water Quality Violations
Diversity and dynamics of rare and of resident bacterial populations in coastal sands
Soil characteristics more strongly influence soil bacterial communities than land-use type
Spatial and Temporal Variation in a Caribbean Herbivorous Fish Assemblage
The energy–diversity relationship of complex bacterial communities in Arctic deep-sea sediments
The influence of habitat heterogeneity on freshwater bacterial community composition and dynamics
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Autocorrelation
Data dredging
Heteroscedasticity
Missing data
Multicollinearity and confounding variables
Multiple testing
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Overdetermination
Pseudoreplication
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Q mode data
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Response distribution
Data distribution
(Dis)similarity-based exploration
Linear exploratory methods
Hypothesis testing
(Dis)similarity-based hypothesis testing
Hypothesis testing: association of variables
Hypothesis testing: differences between groups
Raw-data hypothesis testing
Raw data or distance matrix?
Screening
Recent site activity
Indirect gradient analysis
Subpages
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Correspondence Analysis
Detrended correspondence analysis
Principal Components Analysis
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