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Mixed Effects Models and Extensions in Ecology with R - Softcover

 
9780387875163: Mixed Effects Models and Extensions in Ecology with R

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Synopsis

Limitations of linear regression applied on ecological data. - Things are not always linear; additive modelling. - Dealing with hetergeneity. - Mixed modelling for nested data. - Violation of independence - temporal data. - Violation of independence; spatial data. - Generalised linear modelling and generalised additive modelling. - Generalised estimation equations. - GLMM and GAMM. - Estimating trends for Antarctic birds in relation to climate change. - Large-scale impacts of land-use change in a Scottish farming catchment. - Negative binomial GAM and GAMM to analyse amphibian road killings. - Additive mixed modelling applied on deep-sea plagic bioluminescent organisms. - Additive mixed modelling applied on phyoplankton time series data. - Mixed modelling applied on American Fouldbrood affecting honey bees larvae. - Three-way nested data for age determination techniques applied to small cetaceans. - GLMM applied on the spatial distribution of koalas in a fragmented landscape. - GEE and GLMM applied on binomial Badger activity data.

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Other Popular Editions of the Same Title

9780387874579: Mixed Effects Models and Extensions in Ecology with R (Statistics for Biology and Health)

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ISBN 10:  0387874577 ISBN 13:  9780387874579
Publisher: Springer, 2009
Hardcover