Download e-book for kindle: An Introduction to Generalized Linear Models, Third Edition by Annette J. Dobson,Adrian Barnett

By Annette J. Dobson,Adrian Barnett

ISBN-10: 0412311100

ISBN-13: 9780412311109

ISBN-10: 1584889500

ISBN-13: 9781584889502

carrying on with to stress numerical and graphical tools, An creation to Generalized Linear types, 3rd Edition presents a cohesive framework for statistical modeling. This re-creation of a bestseller has been up-to-date with Stata, R, and WinBUGS code in addition to 3 new chapters on Bayesian research.

Like its predecessor, this version provides the theoretical history of generalized linear versions (GLMs) earlier than targeting tools for examining specific different types of information. It covers basic, Poisson, and binomial distributions; linear regression types; classical estimation and version becoming equipment; and frequentist equipment of statistical inference. After forming this origin, the authors discover a number of linear regression, research of variance (ANOVA), logistic regression, log-linear versions, survival research, multilevel modeling, Bayesian types, and Markov chain Monte Carlo (MCMC) equipment.

Using renowned statistical software program courses, this concise and available textual content illustrates sensible ways to estimation, version becoming, and version comparisons. It comprises examples and workouts with entire facts units for almost the entire versions covered.

Show description

By Annette J. Dobson,Adrian Barnett

ISBN-10: 0412311100

ISBN-13: 9780412311109

ISBN-10: 1584889500

ISBN-13: 9781584889502

carrying on with to stress numerical and graphical tools, An creation to Generalized Linear types, 3rd Edition presents a cohesive framework for statistical modeling. This re-creation of a bestseller has been up-to-date with Stata, R, and WinBUGS code in addition to 3 new chapters on Bayesian research.

Like its predecessor, this version provides the theoretical history of generalized linear versions (GLMs) earlier than targeting tools for examining specific different types of information. It covers basic, Poisson, and binomial distributions; linear regression types; classical estimation and version becoming equipment; and frequentist equipment of statistical inference. After forming this origin, the authors discover a number of linear regression, research of variance (ANOVA), logistic regression, log-linear versions, survival research, multilevel modeling, Bayesian types, and Markov chain Monte Carlo (MCMC) equipment.

Using renowned statistical software program courses, this concise and available textual content illustrates sensible ways to estimation, version becoming, and version comparisons. It comprises examples and workouts with entire facts units for almost the entire versions covered.

Show description

Read or Download An Introduction to Generalized Linear Models, Third Edition (Chapman & Hall/CRC Texts in Statistical Science) PDF

Best probability & statistics books

Paulo Eduardo Oliveira's Asymptotics for Associated Random Variables PDF

The booklet issues the concept of organization in likelihood and facts. organization and a few different optimistic dependence notions have been brought in 1966 and 1967 yet acquired little realization from the probabilistic and statistics group. The curiosity in those dependence notions elevated within the final 15 to twenty years, and plenty of asymptotic effects have been proved and greater.

Mara Tableman,Jong Sung Kim's Survival Analysis Using S: Analysis of Time-to-Event Data PDF

Survival research utilizing S: research of Time-to-Event facts is designed as a textual content for a one-semester or one-quarter path in survival research for upper-level or graduate scholars in data, biostatistics, and epidemiology. must haves are a regular pre-calculus first direction in chance and facts, and a path in utilized linear regression versions.

A Concise Introduction to Statistical Inference - download pdf or read online

This brief ebook introduces the most rules of statistical inference in a manner that's either consumer pleasant and mathematically sound. specific emphasis is put on the typical starting place of many types utilized in perform. moreover, the publication makes a speciality of the formula of applicable statistical versions to review difficulties in enterprise, economics, and the social sciences, in addition to on the way to interpret the implications from statistical analyses.

Get Statistics, 11th Edition PDF

Drawing upon over forty years of expertise, the authors of Statistics, eleventh Edition provide company execs with a transparent and methodical method of crucial statistical strategies. The textual content basically explains the elemental innovations and strategies of descriptive and inferential statistical research. It beneficial properties an emphasis on expressions related to sums of squares and levels of freedom in addition to a powerful rigidity at the value of variability.

Extra info for An Introduction to Generalized Linear Models, Third Edition (Chapman & Hall/CRC Texts in Statistical Science)

Sample text

Download PDF sample

An Introduction to Generalized Linear Models, Third Edition (Chapman & Hall/CRC Texts in Statistical Science) by Annette J. Dobson,Adrian Barnett


by Mark
4.5

Rated 4.56 of 5 – based on 46 votes