Regression Models as a Tool in Medical Research

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Regression Models as a Tool in Medical Research

Research methods: general Medical research Probability and statistics

Author: Werner Vach

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Language: English

Published by: Chapman and Hall/CRC

Published on: 27th November 2012

Format: LCP-protected ePub

ISBN: 9781040077207


Introduction to Regression Models in Medical Research

While regression models have become standard tools in medical research, understanding how to properly apply the models and interpret the results is often challenging for beginners.

This text presents the fundamental concepts and important aspects of regression models most commonly used in medical research, including the classical regression model for continuous outcomes, the logistic regression model for binary outcomes, and the Cox proportional hazards model for survival data.

The author emphasizes adequate use, correct interpretation of results, appropriate presentation of results, and avoidance of potential pitfalls.

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