All Shops

Go to British Wildlife

6 issues per year 84 pages per issue Subscription only

British Wildlife is the leading natural history magazine in the UK, providing essential reading for both enthusiast and professional naturalists and wildlife conservationists. Published six times a year, British Wildlife bridges the gap between popular writing and scientific literature through a combination of long-form articles, regular columns and reports, book reviews and letters.

Subscriptions from £25 per year

Conservation Land Management

4 issues per year 44 pages per issue Subscription only

Conservation Land Management (CLM) is a quarterly magazine that is widely regarded as essential reading for all who are involved in land management for nature conservation, across the British Isles. CLM includes long-form articles, events listings, publication reviews, new product information and updates, reports of conferences and letters.

Subscriptions from £18 per year
Academic & Professional Books  Reference  Data Analysis & Modelling  Modelling

Modelling Binary Data Texts in Statistical Science

Handbook / Manual
By: David Collett
389 pages, 53 figs, tabs
Publisher: CRC Press
Modelling Binary Data
Click to have a closer look
Select version
  • Modelling Binary Data ISBN: 9781584883241 Edition: 2 Paperback Dec 2002 Usually dispatched within 1-2 weeks
Selected version: £70.99
About this book Contents Customer reviews Related titles

About this book

Since the original publication of the bestselling Modelling Binary Data, a number of important methodological and computational developments have emerged, accompanied by the steady growth of statistical computing. Mixed models for binary data analysis and procedures that lead to an exact version of logistic regression form valuable additions to the statistician's toolbox, and author Dave Collett has fully updated his popular treatise to incorporate these important advances.Modelling Binary Data, Second Edition now provides an even more comprehensive and practical guide to statistical methods for analyzing binary data. Along with thorough revisions to the original material-now independent of any particular software package- it includes a new chapter introducing mixed models for binary data analysis and another on exact methods for modelling binary data. The author has also added material on modelling ordered categorical data and provides a summary of the leading software packages.All of the data sets used in the book are available for download from the Internet, and the appendices include additional data sets useful as exercises.


INTRODUCTIONSome ExamplesThe Scope of this BookUse of Statistical SoftwareSTATISTICAL INFERENCE FOR BINARY DATAThe Binomial DistributionInference about the Success ProbabilityComparison of Two ProportionsComparison of Two or More ProportionsMODELS FOR BINARY AND BINOMIAL DATAStatistical ModellingLinear ModelsMethods of EstimationFitting Linear Models to Binomial DataModels for Binomial Response DataThe Linear Logistic ModelFitting the Linear Logistic Model to Binomial DataGoodness of Fit of a Linear Logistic ModelComparing Linear Logistic ModelsLinear Trend in ProportionsComparing Stimulus-Response RelationshipsNon-Convergence and OverfittingSome other Goodness of Fit StatisticsStrategy for Model SelectionPredicting a Binary Response ProbabilityBIOASSAY AND SOME OTHER APPLICATIONSThe Tolerance DistributionEstimating an Effective DoseRelative PotencyNatural ResponseNon-Linear Logistic Regression ModelsApplications of the Complementary Log-Log ModelMODEL CHECKINGDefinition of ResidualsChecking the Form of the Linear PredictorChecking the Adequacy of the Link FunctionIdentification of Outlying ObservationsIdentification of Influential ObservationsChecking the Assumption of a Binomial DistributionModel Checking for Binary DataSummary and RecommendationsOVERDISPERSIONPotential Causes of OverdispersionModelling Variability in Response ProbabilitiesModelling Correlation Between Binary ResponsesModelling Overdispersed DataA Model with a Constant Scale ParameterThe Beta-Binomial ModelDiscussionMODELLING DATA FROM EPIDEMIOLOGICAL STUDIESBasic Designs for Aetiological StudiesMeasures of Association Between Disease and ExposureConfounding and InteractionThe Linear Logistic Model for Data from Cohort StudiesInterpreting the Parameters in a Linear Logistic ModelThe Linear Logistic Model for Data from Case-Control StudiesMatched Case-Control StudiesMIXED MODELS FOR BINARY DATAFixed and Random EffectsMixed Models for Binary DataMultilevel ModellingMixed Models for Longitudinal Data AnalysisMixed Models in Meta-AnalysisModelling Overdispersion Using Mixed ModelsEXACT METHODSComparison of Two Proportions Using an Exact TestExact Logistic Regression for a Single ParameterExact Hypothesis TestsExact Confidence Limits for bkExact Logistic Regression for a Set of ParametersSome ExamplesDiscussionSOME ADDITIONAL TOPICSOrdered Categorical DataAnalysis of Proportions and PercentagesAnalysis of RatesAnalysis of Binary Time SeriesModelling Errors in the Measurement of Explanatory VariablesMultivariate Binary DataAnalysis of Binary Data from Cross-Over TrialsExperimental DesignCOMPUTER SOFTWARE FOR MODELLING BINARY DATAStatistical Packages for Modelling Binary DataInterpretation of Computer OutputUsing Packages to Perform Some

Customer Reviews

Handbook / Manual
By: David Collett
389 pages, 53 figs, tabs
Publisher: CRC Press
Current promotions
Best of Winter 2018Handbook of the Bees of the British Isles (2-Volume Set)Order your free copy of our 2018 equipment catalogueBritish Wildlife