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Applied Survey Data Analysis 2nd Edition by Steven Heeringa, Brady West, Patricia Berglund ISBN 1351649302 9781351649308

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Applied Survey Data Analysis 2nd Edition Steven G. Heeringa (Author) Digital Instant Download

Author(s): Steven G. Heeringa (Author); Brady T. West (Author); Patricia A. Berglund (Author)
ISBN(s): 9781498761611, 1498761607
Edition: 2
File Details: PDF, 6.81 MB
Year: 2017
Language: english
SKU: EB-12052718 Category: Tags: , ,

Applied Survey Data Analysis 2nd Edition by Steven G. Heeringa, Brady T. West, Patricia A. Berglund – Ebook PDF Instant Download/Delivery: 1351649302, 9781351649308

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Product details:

ISBN 10: 1351649302

ISBN 13: 9781351649308

Author:  Steven G. Heeringa, Brady T. West, Patricia A. Berglund 

Applied Survey Data Analysis 2nd Edition: 

Highly recommended by the Journal of Official Statistics, The American Statistician, and other journals, Applied Survey Data Analysis, Second Edition provides an up-to-date overview of state-of-the-art approaches to the analysis of complex sample survey data. Building on the wealth of material on practical approaches to descriptive analysis and regression modeling from the first edition, this second edition expands the topics covered and presents more step-by-step examples of modern approaches to the analysis of survey data using the newest statistical software.

Designed for readers working in a wide array of disciplines who use survey data in their work, this book continues to provide a useful framework for integrating more in-depth studies of the theory and methods of survey data analysis. An example-driven guide to the applied statistical analysis and interpretation of survey data, the second edition contains many new examples and practical exercises based on recent versions of real-world survey data sets. Although the authors continue to use Stata for most examples in the text, they also continue to offer SAS, SPSS, SUDAAN, R, WesVar, IVEware, and Mplus software code for replicating the examples on the book’s updated website.

 

Applied Survey Data Analysis 2nd Edition Table of contents:

  1. Applied Survey Data Analysis: An Overview
  2. Getting to Know the Complex Sample Design
  3. Foundations and Techniques for Design-based Estimation and Inference
  4. Preparation for Complex Sample Survey Data Analysis
  5. Descriptive Analysis for Continuous Variables
  6. Categorical Data Analysis
  7. Linear Regression Models
  8. Logistic Regression and Generalized Linear Models for Binary Survey Variables
  9. Generalized Linear Models for Multinomial, Ordinal and Count Variables
  10. Survival Analysis of Event History Survey Data
  11. Analysis of Longitudinal Complex Sample Survey Data
  12. Imputation of Missing Data: Practical Methods and Applications for Survey Analysts
  13. Advanced Topics in the Analysis of Survey Data

 

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Steven Heeringa,Brady West,Patricia Berglund,Applied Survey,Data,Analysis