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July 1, 1958Journal of the Royal Statistical Society Series B (Statistical Methodology)2,801 citations

The Regression Analysis of Binary Sequences

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DCD. R. CoxUniversity of Southern California

Key Points

  • The study aims to analyze how the probability of binary outcomes is influenced by one or more independent variables.
  • Examined binary sequences of 0's and 1's under varying conditions.
  • Analyzed both preassigned and function-dependent independent variables.
  • Reviewed previous research on similar regression analyses.
  • Identified significant dependencies between binary outcomes and independent variables.
  • Improved statistical estimation techniques for analyzing binary sequences.

Abstract

Summary A sequence of 0’s and 1’s is observed and it is suspected that the chance that a particular trial is a 1 depends on the value of one or more independent variables. Tests and estimates for such situations are considered, dealing first with problems in which the independent variable is preassigned and then with independent variables that are functions of the sequence. There is a considerable amount of earlier work, which is reviewed.

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Cite This Study

D. R. Cox (1958) studied this question.

synapsesocial.com/papers/69d7af323fae90fd6048feebhttps://doi.org/10.1111/j.2517-6161.1958.tb00292.x
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