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Statistical Models for Prognostication
Author Bio
Introduction
Currently selected section: Predictions: Statistical Models
Insight: Statistical Models
Ingredients: Statistical Models
Theoretical Aspects
Central Concepts
Regression Models
Problems: Regression
Practical Advice
Example 1
Example 2




Chapter 8: Statistical Models for Prognostication: Predictions from Statistical Models
        

You Answered:

Selection ABy definition found if the randomization procedure was honestly followed.

INCORRECT

The correct answer is (b).

Chance may make randomized groups clearly different in prognosis. Although balance is expected beforehand with respect to observed and unobserved patient characteristics, after the trial is completed, clinically relevant imbalances may be noted on one or more predictors, especially when the size of the trial is relatively small. Such imbalances are due to pure chance when a proper randomization procedure has been followed. Imbalance may be corrected by including predictors and treatment as independent variables in a regression model ("adjusted analysis"). Note that the adjusted analysis should generally be pre-specified, and not determined by the actual imbalance that is observed.


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