Limitations of Linear Regression Applied on Ecological Data. - Things are not Always Linear; Additive Modelling. - Dealing with Heterogeneity. - Mixed Effects Modelling for Nested Data. - Violation of Independence Part I. - Violation of Independence Part II. - Meet the Exponential Family. - GLM and GAM for Count Data. - GLM and GAM for AbsencePresence 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. - Large-Scale Impacts of Land-Use Change in a Scottish Farming Catchment. - Negative Binomial GAM and GAMM to Analyse Amphibian Roadkills. - Additive Mixed Modelling Applied on Deep-Sea Pelagic Bioluminescent Organisms. - Additive Mixed Modelling Applied on Phytoplankton Time Series Data. - Mixed Effects Modelling Applied on American Foulbrood Affecting Honey Bees Larvae. - Three-Way Nested Data for Age Determination Techniques Applied to Cetaceans. - GLMM Applied on the Spatial Distribution of Koalas in a Fragmented Landscape. - A Comparison of GLM GEE and GLMM Applied to Badger Activity Data. - Incorporating Temporal Correlation in Seal Abundance Data with MCMC. Language: English