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Interpreting Probability Models

- Logit, Probit, and Other Generalized Linear Models

About Interpreting Probability Models

What is the probability that something will occur, and how is that probability altered by a change in an independent variable? To answer these questions, Tim Futing Liao introduces a systematic way of interpreting commonly used probability models. Since much of what social scientists study is measured in noncontinuous ways and, therefore, cannot be analyzed using a classical regression model, it becomes necessary to model the likelihood that an event will occur. This book explores these models first by reviewing each probability model and then by presenting a systematic way for interpreting the results from each.

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  • Language:
  • English
  • ISBN:
  • 9780803949997
  • Binding:
  • Paperback
  • Pages:
  • 96
  • Published:
  • August 15, 1994
  • Dimensions:
  • 216x142x6 mm.
  • Weight:
  • 152 g.
Delivery: 1-2 weeks
Expected delivery: December 15, 2024
Extended return policy to January 30, 2025

Description of Interpreting Probability Models

What is the probability that something will occur, and how is that probability altered by a change in an independent variable? To answer these questions, Tim Futing Liao introduces a systematic way of interpreting commonly used probability models. Since much of what social scientists study is measured in noncontinuous ways and, therefore, cannot be analyzed using a classical regression model, it becomes necessary to model the likelihood that an event will occur. This book explores these models first by reviewing each probability model and then by presenting a systematic way for interpreting the results from each.

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