Skip to main content
SpringerLink
Log in
Book cover

The Statistical Analysis of Categorical Data

  • Book
  • © 1991

Overview

Authors:
  1. Erling B. Andersen

    1. Department of Statistics, University of Copenhagen, Copenhagen K, Denmark

    View author publications

    You can also search for this author in PubMed   Google Scholar

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 74.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (13 chapters)

  1. Front Matter

    Pages I-XI
    Download chapter PDF

  2. Categorical Data

    • Erling B. Andersen
    Pages 1-8

  3. Preliminaries

    • Erling B. Andersen
    Pages 9-24

  4. Statistical Inference

    • Erling B. Andersen
    Pages 25-88

  5. Two-way Contingency Tables

    • Erling B. Andersen
    Pages 89-130

  6. Three-way Contingency Tables

    • Erling B. Andersen
    Pages 131-178

  7. Multi-dimensional Contingency Tables

    • Erling B. Andersen
    Pages 179-211

  8. Incomplete Tables, Separability and Collapsibility

    • Erling B. Andersen
    Pages 212-238

  9. The Logit Model

    • Erling B. Andersen
    Pages 239-268

  10. Logistic Regression Analysis

    • Erling B. Andersen
    Pages 269-319

  11. Models for the Interactions

    • Erling B. Andersen
    Pages 320-361

  12. Correspondence Analysis

    • Erling B. Andersen
    Pages 362-405

  13. Latent Structure Analysis

    • Erling B. Andersen
    Pages 406-494

  14. Computer programs

    • Erling B. Andersen
    Pages 495-503

  15. Back Matter

    Pages 504-532
    Download chapter PDF
Back to top

Keywords

About this book

The aim of this book is to give an up to date account of the most commonly uses statistiยญ cal models for categorical data. The emphasis is on the connection between theory and applications to real data sets. The book only covers models for categorical data. Various models for mixed continuous and categorical data are thus excluded. The book is written as a textbook, although many methods and results are quite recent. This should imply, that the book can be used for a graduate course in categorical data analysis. With this aim in mind chapters 3 to 12 are concluded with a set of exerยญ cises. In many cases, the data sets are those data sets, which were not included in the examples of the book, although they at one point in time were regarded as potential canยญ didates for an example. A certain amount of general knowledge of statistical theory is necessary to fully benefit from the book. A summary of the basic statistical concepts deemed necessary preยญ requisites is given in chapter 2. The mathematical level is only moderately high, but the account iu chapter 3 of basic properties of exponential families aud the parametric llluitillOl1lia.l distribuLioll is made as mathematical precise as possible without going into mathematical details and leaving out most proofs.

Authors and Affiliations

  • Department of Statistics, University of Copenhagen, Copenhagen K, Denmark

    Erling B. Andersen

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation