By Alan Agresti

Praise for the second one Edition

"A must-have e-book for somebody looking ahead to to do examine and/or functions in express information analysis."
Statistics in Medicine

"It is a complete pride examining this book."
Pharmaceutical Research

"If you do any research of express information, this can be a vital computing device reference."
Technometrics

The use of statistical equipment for examining express facts has elevated dramatically, really within the biomedical, social sciences, and fiscal industries. Responding to new advancements, this publication deals a entire therapy of an important equipment for specific information analysis.

Categorical info research, 3rd Edition summarizes the most recent equipment for univariate and correlated multivariate specific responses. Readers will discover a unified generalized linear versions procedure that connects logistic regression and Poisson and destructive binomial loglinear versions for discrete info with general regression for non-stop information. This version additionally features:

  • An emphasis on logistic and probit regression tools for binary, ordinal, and nominal responses for self sustaining observations and for clustered information with marginal types and random results models
  • Two new chapters on replacement equipment for binary reaction information, together with smoothing and regularization tools, class tools akin to linear discriminant research and type bushes, and cluster analysis
  • New sections introducing the Bayesian process for ways in that chapter
  • More than a hundred analyses of information units and over six hundred exercises
  • Notes on the finish of every bankruptcy that offer references to fresh study and subject matters now not lined within the textual content, associated with a bibliography of greater than 1,200 sources
  • A supplementary site exhibiting the right way to use R and SAS; for all examples within the textual content, with details additionally approximately SPSS and Stata and with workout solutions

Categorical info research, 3rd Edition is a useful software for statisticians and methodologists, equivalent to biostatisticians and researchers within the social and behavioral sciences, drugs and public healthiness, advertising, schooling, finance, organic and agricultural sciences, and commercial caliber control.

Show description

Read or Download Categorical Data Analysis (Wiley Series in Probability and Statistics) PDF

Best data mining books

Download e-book for iPad: Agile Analytics: A Value-Driven Approach to Business by Ken W. Collier

Utilizing Agile equipment, you could convey a ways larger innovation, worth, and caliber to any information warehousing (DW), company intelligence (BI), or analytics undertaking. even though, traditional Agile tools needs to be conscientiously tailored to handle the original features of DW/BI tasks. In Agile Analytics, Agile pioneer Ken Collier indicates the best way to just do that.

Download PDF by Johann Ari Larusson,Brandon White: Learning Analytics: From Research to Practice

In schooling at the present time, expertise on my own does not constantly result in instant good fortune for college students or associations. that allows you to gauge the efficacy of academic know-how, we'd like how you can degree the efficacy of academic practices of their personal correct. via a greater realizing of ways studying happens, we may fit towards developing top practices for college students, educators, and associations.

Fifty Years of Fuzzy Logic and its Applications (Studies in - download pdf or read online

This ebook provides a entire file at the evolution of Fuzzy common sense on the grounds that its formula in Lotfi Zadeh’s seminal paper on “fuzzy sets,” released in 1965. furthermore, it incorporates a stimulating sampling from the large box of study and improvement encouraged by way of Zadeh’s paper. The chapters, written by way of pioneers and fashionable students within the box, express how fuzzy units were effectively utilized to synthetic intelligence, keep watch over idea, inference, and reasoning.

Download PDF by Harjit Singh: Project Management Analytics: A Data-Driven Approach to

To regulate initiatives, you need to not just regulate schedules and prices: you want to additionally deal with starting to be operational uncertainty. Today’s robust analytics instruments and strategies might be useful do all of this way more effectively. In undertaking administration Analytics , Harjit Singh exhibits find out how to convey larger evidence-based readability and rationality to your entire key judgements in the course of the complete venture lifecycle.

Extra info for Categorical Data Analysis (Wiley Series in Probability and Statistics)

Sample text

Download PDF sample

Categorical Data Analysis (Wiley Series in Probability and Statistics) by Alan Agresti


by Daniel
4.5

Rated 4.38 of 5 – based on 49 votes