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2006•Unpublished venueRequires access

Community Analysis: Ordination and Other Multivariate Techniques

Gerald J. Bakus

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Abstract

This chapter contains sections titled: Introduction Principal Component Analysis Factor Analysis (FA) Redundancy Analysis Correspondence Analysis (CA) or Reciprocal Averaging (RA) Detrended Correspondence Analysis (DCA or Decorana) Nonmetric Multidimensional Scaling (MDS, NMDS, NMS, NMMDS) MANOVA and MANCOVA Discriminant Analysis (DA) (Discriminant Function Analysis, Canonical Variates Analysis) Principal Coordinate Analysis (PCoA) (Metric Multidimensional Scaling) Canonical Correspondence Analysis (CCA) Multiple Regression (MR) (Multiple Linear Regression) Path Analysis Canonical Correlation Analysis (CANCOR) Canonical Variate Analysis (CVA) Multi-Response Permutation Procedures (MRPP) Other Multivariate Techniques Summary

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What this paper is about

This chapter contains sections titled: Introduction Principal Component Analysis Factor Analysis (FA) Redundancy Analysis Correspondence Analysis (CA) or Reciprocal Averaging (RA) Detrended Correspondence Analysis (DCA or Decorana) Nonmetric Multidimensional Scaling (MDS, NMDS, NMS, NMMDS) MANOVA and MANCOVA Discriminant Analysis (DA) (Discriminant Function Analysis, Canonical Variates Analysis) Principal Coordinate Analysis (PCoA) (Metric Multidimensional Scaling) Canonical Correspondence Analysis (CCA) Multiple Regression (MR) (Multiple Linear Regression) Path Analysis Canonical Correlation Analysis (CANCOR) Canonical Variate Analysis (CVA) Multi-Response Permutation Procedures (MRPP) Other Multivariate Techniques Summary

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Available abstract

This chapter contains sections titled: Introduction Principal Component Analysis Factor Analysis (FA) Redundancy Analysis Correspondence Analysis (CA) or Reciprocal Averaging (RA) Detrended Correspondence Analysis (DCA or Decorana) Nonmetric Multidimensional Scaling (MDS, NMDS, NMS, NMMDS) MANOVA and MANCOVA Discriminant Analysis (DA) (Discriminant Function Analysis, Canonical Variates Analysis) Principal Coordinate Analysis (PCoA) (Metric Multidimensional Scaling) Canonical Correspondence Analysis (CCA) Multiple Regression (MR) (Multiple Linear Regression) Path Analysis Canonical Correlation Analysis (CANCOR) Canonical Variate Analysis (CVA) Multi-Response Permutation Procedures (MRPP) Other Multivariate Techniques Summary

Key concepts: Canonical correlation, Correspondence analysis, Principal component analysis, Multidimensional scaling, Canonical analysis, Ordination, Multiple correspondence analysis, Linear discriminant analysis

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