By Gordon A. Fox,Simoneta Negrete-Yankelevich,Vinicio J. Sosa
This novel e-book synthesizes a couple of those adjustments, addressing key methods and concerns that have a tendency to be ignored in different books comparable to missing/censored info, correlation constitution of information, heterogeneous info, and intricate causal relationships. those concerns signify a wide percentage of ecological facts, yet so much ecologists' education in conventional records easily doesn't offer them with sufficient practise to deal with the linked demanding situations. Uniquely, Ecological Statistics
highlights the underlying hyperlinks between many statistical methods that try and take on those matters. particularly, it supplies readers an advent to methods to inference, likelihoods, generalized linear (mixed) types, spatially or phylogenetically-structured information, and information synthesis, with a
strong emphasis on conceptual realizing and next software to information analysis.
Written through a workforce of working towards ecologists, mathematical causes were stored to the minimal precious. This easy textbook could be appropriate for graduate scholars, researchers, and practitioners within the fields of ecology, evolution, environmental reviews, and computational biology who're drawn to updating their statistical instrument kits. A significant other website presents instance facts units and commented code within the R language.
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Additional resources for Ecological Statistics: Contemporary theory and application
Ecological Statistics: Contemporary theory and application by Gordon A. Fox,Simoneta Negrete-Yankelevich,Vinicio J. Sosa