Mixed effects models and extensions in ecology with R

상세정보

자료유형	단행본
서명/저자사항	Mixed effects models and extensions in ecology with R / Alain F. Zuur ... [et al.].
개인저자	Zuur, Alain F.  Ieno, Elena N.  Walker, Neil J.  Saveliev, Anatoly A.  Smith, Graham M.
발행사항	New York, NY: Springer, 2009.
형태사항	xxii, 574 p. : ill. ; 25 cm.
총서사항	Statistics for biology and health
ISBN	9780387874579 (hbk.) : 0387874577 (hbk.)
서지주기	Includes bibliographical references and index.
내용주기	Limitations of linear regression applied on ecological data. -- Things are not always linear : additive modeling. -- Dealing with heterogeneity. -- Mixed effects modeling for nested data. -- Violation of independence.-- Part 1, -- Violation of independence.-- Part 2, -- Meet the exponential family. -- GLM and GAM for count data. -- GLM and GAM for absence-presence and proportional data. -- Zero-truncated and zero-inflated models for count data. -- Generalised estimation equations. -- GLMM and GAMM. -- Estimating trends for Antarctic birds in relation to climate change / A.F. Zuur ... [et al.] -- Large scale impacts of land-use change in a Scottish farming catchment / A.F. Zuur ... [et al.] -- Negative binomial GAM and GAMM to analyse amphibian roadkills / A.F. Zuur ... [et al.] -- Additive mixed modelling applied on deep-sea pelagic bioluminescent organisms / A.F. Zuur ... [et al.] -- Additive mixed modelling applied on phytoplankton time series data / A.F. Zuur ... [et al.] -- Mixed effects modelling applied on American foulbrood affecting honey bees larvae / A.F. Zuur ... [et al.] -- Three-way nested data for age determination techniques applied to cetaceans / E.N. Ieno ... [et al.] -- GLMM applied on the spatial distribution of koalas in a fragmented landscape / J.R. Rhodes ... [et al.] -- A comparison of GLM, GEE, and GLMM applied to badger activity data / N.J. Walker ... [et al.] -- Incorporating temporal correlation in seal abundance data with MCMC / A.A. Saveliev ... [et al.] -- Required pre-knowledge : a linear regression and additive modelling example.
일반주제명	Ecology --Statistical methods. R (Computer program language)
분류기호(DDC)	577.0727
언어	영어