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[资源] 【分享】Experimental Design and Data Analysis for Biologists【搜索无重复】

Experimental Design and Data Analysis for Biologists

Gerry Quinn is in the School of Biological
Sciences at Monash University, with research inter-
ests  in  marine  and  freshwater  ecology,  especially
river ﬂoodplains and their associated wetlands.
Michael Keough is in the Department of Zoology
at the University of Melbourne, with research inter-
ests in marine ecology, environmental science and
conservation biology.
Both  authors  have  extensive  experience  teaching
experimental design and analysis courses and have
provided advice on the design and analysis of sam-
pling  and  experimental  programs  in  ecology  and
environmental monitoring to a wide range of envi-
ronmental consultants, university and government
scientists.

An essential textbook for any student or researcher in
biology  needing  to  design  experiments,  sampling
programs  or  analyze  the  resulting  data.  The  text
begins with a revision of estimation and hypothesis
testing methods, covering both classical and Bayesian
philosophies,  before  advancing  to  the  analysis  of
linear and generalized linear models. Topics covered
include  linear  and  logistic  regression,  simple  and
complex ANOVA models (for factorial, nested, block,
split-plot  and  repeated  measures  and  covariance
designs),  and  log-linear  models.  Multivariate  tech-
niques, including classiﬁcation and ordination, are
then  introduced.  Special  emphasis  is  placed  on
checking assumptions, exploratory data analysis and
presentation of results. The main analyses are illus-
trated with many examples from published papers
and there is an extensive reference list to both the
statistical and biological literature. The book is sup-
ported by a website that provides all data sets, ques-
tions for each chapter and links to software.

    
Cambridge, New York, Melbourne, Madrid, Cape Town, Singapore, São Paulo
Cambridge  University  Press
The Edinburgh Building, Cambridge  , United Kingdom
First published in print format

[ Last edited by roco on 2009-2-9 at 07:54 ]

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