Core Statistics

- Series Number 6: Core Statistics

af

indgår i serie Institute of Mathematical Statistics Textbooks


Core Statistics
  • Leveringstid 4-7 hverdage
  • Forventet levering 25-02-2020
Format:
Bog, paperback
Udgivelsesdato:
02-04-2015
Sprog:
Engelsk
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Based on a starter course for beginning graduate students, Core Statistics provides concise coverage of the fundamentals of inference for parametric statistical models, including both theory and practical numerical computation. The book considers both frequentist maximum likelihood and Bayesian stochastic simulation while focusing on general methods applicable to a wide range of models and emphasizing the common questions addressed by the two approaches. This compact package serves as a lively introduction to the theory and tools that a beginning graduate student needs in order to make the transition to serious statistical analysis: inference; modeling; computation, including some numerics; and the R language. Aimed also at any quantitative scientist who uses statistical methods, this book will deepen readers' understanding of why and when methods work and explain how to develop suitable methods for non-standard situations, such as in ecology, big data and genomics.

Andre udgaver:

Bog, hardback

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Udgivelsesdato:
02-04-2015
ISBN13:
9781107415041
Vægt:
400 g
Dybde:
15 mm
Bredde:
153 mm
Højde:
230 mm
Nummer i serien:
6
Nummer i serien:
6
Format:
Paperback
Forfattere
Bibliotekernes beskrivelse Core Statistics is a compact starter course on the fundamentals of inference for parametric statistical models, including both theory and practical numerical computation. It delivers the theory and tools that a beginning graduate student, or any quantitative scientist, needs to make informed use of powerful statistical methods. Worked examples or Exercises; 2 Tables, unspecified; 43 Line drawings, unspecified

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