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Abnormally wide confidence intervals in logistic regression: interpretation of statistical program results

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Fecha
1997
Autor
Irala, Jokin de
Fernández-Crehuet Navajas, Rafael
Serrano del Castillo, Amparo
Metadatos
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Resumen
This study describes the behavior of eight statistical programs (BMDP, EGRET,IMP, SAS, SPSS, STATA, STATISTIX and SYSTAT) when performing a logistic regression with a simulated data set that contains a numerical problem created by the presence of a cell value equal to zero. The programs respond in different ways to this problem. Most of them give a warning, although many simultaneously present incorrect results, among which are confidence intervals that tend toward infinity. Such results can mislead the user. Various guidelines are offered for detecting these problems in actual analyses, and users are reminded of the importance of critical interpretation of the results of statistical programs
Series
Rev Panam Salud Publica;2(4),oct. 1997
Tema
Intervalos de Confiança; Modelos Logísticos; Interpretação Estatística de Dados; Sistemas de Informação
URI
http://www.scielosp.org/scielo.php?script=sci_arttext&pid=S1020-49891997001000007&lng=pt&nrm=iso
https://iris.paho.org/handle/10665.2/9017
Cita
Irala, Jokin de,Fernández-Crehuet Navajas, Rafael,Serrano del Castillo, Amparo (1997) Abnormally wide confidence intervals in logistic regression: interpretation of statistical program results. Rev Panam Salud Publica;2(4) -,oct. 1997. Retrieved from http://www.scielosp.org/scielo.php?script=sci_arttext&pid=S1020-49891997001000007&lng=pt&nrm=iso
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