Ebook: The Statistical Analysis of Compositional Data

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Content:
Front Matter....Pages i-xv
Compositional data: some challenging problems....Pages 1-23
The simplex as sample space....Pages 24-47
The special difficulties of compositional data analysis....Pages 48-63
Covariance structure....Pages 64-91
Properties of matrix covariance specifications....Pages 92-111
Logistic normal distributions on the simplex....Pages 112-140
Logratio analysis of compositions....Pages 141-183
Dimension-reducing techniques....Pages 184-207
Bases and compositions....Pages 208-233
Subcompositions and partitions....Pages 234-255
Irregular compositional data....Pages 256-280
Compositions in a covariate role....Pages 281-304
Further distributions on the simplex....Pages 305-323
Miscellaneous problems....Pages 324-341
Back Matter....Pages 342-416

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Content:
Front Matter....Pages i-xv
Compositional data: some challenging problems....Pages 1-23
The simplex as sample space....Pages 24-47
The special difficulties of compositional data analysis....Pages 48-63
Covariance structure....Pages 64-91
Properties of matrix covariance specifications....Pages 92-111
Logistic normal distributions on the simplex....Pages 112-140
Logratio analysis of compositions....Pages 141-183
Dimension-reducing techniques....Pages 184-207
Bases and compositions....Pages 208-233
Subcompositions and partitions....Pages 234-255
Irregular compositional data....Pages 256-280
Compositions in a covariate role....Pages 281-304
Further distributions on the simplex....Pages 305-323
Miscellaneous problems....Pages 324-341
Back Matter....Pages 342-416
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