Statistical Models : Theory and Practice.

Explains the basic ideas of association and regression, taking you through the current models that link these ideas to causality.

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Bibliographic Details
Online Access: Full text (Emerson users only)
Main Author: Freedman, David A.
Format: Electronic eBook
Language:English
Published: Leiden : Cambridge University Press, 2009.
©2009
Edition:2nd ed.
Subjects:
Local Note:ProQuest Ebook Central
Table of Contents:
  • Cover; Half-title; Title; Copyright; Table of Contents; Foreword to the Revised Edition; Preface; 1 Observational Studies and Experiments; 2 The Regression Line; 3 Matrix Algebra; 4 Multiple Regression; 5 Multiple Regression: Special Topics; 6 Path Models; 7 Maximum Likelihood; 8 The Bootstrap; 9 Simultaneous Equations; 10 Issues in Statistical Modeling; References; Answers to Selected Exercises; The Computer Labs; Appendix: Sample MATLAB Code; Political Intolerance and Political Repression During the McCarthy Red Scare.
  • Finishing High School and Starting College: do Catholic Schools Make a Difference?Education and Fertility: Implications for the Roles Women Occupy; Institutional Arrangements and the Creation of Social Capital: The Effects of Public School Choice; Index.