Statistical rethinking : a bayesian course with examples in R and Stan /

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Detalles Bibliográficos
Autor principal: McElreath, Richard
Formato: Libro
Lenguaje:Inglés
Publicado: Boca Raton, FL : CRC Press, c2020
Edición:2nd ed.
Colección:Texts in statistical science
Materias:
Aporte de:Registro referencial: Solicitar el recurso aquí
Tabla de Contenidos:
  • 1 The Golem of Prague
  • 2 Small worlds and large worlds
  • 3 Sampling the imaginary  
  • 4 Geocentric models   
  • 5 The many variables & the spurious waffles
  • 6 The haunted DAG & the causal terror
  • 7 Ulysses’ compass
  • 8 Conditional manatees
  • 9 Markov chain Monte Carlo
  • 10 Big entropy and the generalized linear model  
  • 11 God spiked the integers
  • 12 Monsters and mixtures
  • 13 Models with memory
  • 14 Adventures in covariance
  • 15 Missing data and other opportunities
  • 16 Generalized linear madness  
  • 17 Horoscopes