Mohlo by se vám také líbit

Více informací o knize Analyzing Categorical Data

• Parametry knihy
• Anotace
• Oblíbené z jiného soudku

Nákupem získáte 168 bodů

Anotace knihy

Categorical data arise often in many fields, including biometrics, economics, management, manufacturing, marketing, psychology, and sociology. This book provides an introduction to the analysis of such data. The coverage is broad, using the loglinear Poisson regression model and logistic binomial regression models as the primary engines for methodology. Topics covered include count regression models, such as Poisson, negative binomial, zero-inflated, and zero-truncated models; loglinear models for two-dimensional and multidimensional contingency tables, including for square tables and tables with ordered categories; and regression models for two-category (binary) and multiple-category target variables, such as logistic and proportional odds models.All methods are illustrated with analyses of real data examples, many from recent subject area journal articles. These analyses are highlighted in the text, and are more detailed than is typical, providing discussion of the context and background of the problem, model checking, and scientific implications. More than 200 exercises are provided, many also based on recent subject area literature. Data sets and computer code are available at a web site devoted to the text.

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Probability & statistics

• Plný název: Analyzing Categorical Data
• Autor: Jeffrey S. Simonoff
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 498
• EAN: 9780387007496
• ISBN: 0387007490
• ID: 01380717
• Nakladatelství: Springer, Berlin
• Hmotnost: 935 g
• Rozměry: 243 × 165 × 34 mm
• Datum vydání: 07. August 2003

Oblíbené z jiného soudku

---

---

---