000 02243nam a2200277Ia 4500
001 000008813
003 MX-MdCICY
005 20260113165647.0
008 070817s2008 njua f p 001 0 eng d
020 _a9780691125220 (alk. paper)
040 _cCICY
082 0 4 _a577.015118
_bB6 2008
100 1 _aBolker, Benjamin M.,
_d1967-
245 1 0 _aEcological models and data in R /
_cBenjamin M. Bolker
264 3 1 _aPrinceton, NJ :
_bPrinceton University Press,
_cc2008
300 _avii, 396 p. :
_bil. ;
_c26 cm.
504 _aIncluye referencia bibliográfica: p. 369-382 e índices
505 0 _aContenido: Introduction and background -- Exploratory data analysis and graphics -- Deterministic functions for ecological modeling -- Probability and stochastic distributions for ecological modeling -- Stochastic simulation and power analysis -- Likelihood and all that -- Optimization and all that -- Likelihood examples -- Standard statistics revisited -- Modeling variance -- Dynamic models -- Afterword -- Appendix: Algebra and calculus basics.
520 3 _aEcological Models and Data in R is the first truly practical introduction to modern statistical methods for ecology. In step-by-step detail, the book teaches ecology graduate students and researchers everything they need to know in order to use maximum likelihood, information-theoretic, and Bayesian techniques to analyze their own data using the programming language R. Drawing on extensive experience teaching these techniques to graduate students in ecology, Benjamin Bolker shows how to choose among and construct statistical models for data, estimate their parameters and confidence limits, and interpret the results. The book also covers statistical frameworks, the philosophy of statistical modeling, and critical mathematical functions and probability distributions. It requires no programming background--only basic calculus and statistics.
650 1 4 _aECOLOGIA
_vMODELOS MATEMATICOS
650 1 4 _aECOLOGIA
_xMETODOS DE SIMULACION
650 1 4 _aMATEMATICAS EN ECOLOGIA
650 1 4 _aR (LENGUAJE DE PROGRAMACION PARA COMPUTADORA)
856 4 0 _uhttps://www.cicy.mx/sitios/sib/doctoelectronico/8813.pdf
_zVer tabla de contenido y/o resumen
942 _2ddc
_cBK
999 _c8099
_d8099