Literature DB >> 10641063

Use of the generalised linear model with Poisson distribution to compare caries indices.

V Fabien1, A M Obry-Musset, G Hedelin, P M Cahen.   

Abstract

In dental epidemiological studies, an analysis of variance assuming a normal distribution is commonly used to compare caries indices, which are often not normally distributed. As these indices represent discontinuous data, it would be preferable to use the negative binomial or the Poisson distribution. In this study, in order to compare the DMFS indices of adults working in the confectionery manufacturing industry in France, the results of the generalised linear model obtained using the normal and the Poisson distribution with identity or log built-in link function were compared. The negative binomial distribution was not used because it is very often unavailable in the most used statistical software. Analysis of the caries indices showed that the use of the normal distribution could lead to an incorrect interpretation of the data. Therefore it is concluded that the generalised linear model with Poisson distribution and over dispersion is to be preferred when comparing caries levels.

Mesh:

Year:  1999        PMID: 10641063

Source DB:  PubMed          Journal:  Community Dent Health        ISSN: 0265-539X            Impact factor:   1.349


  3 in total

1.  Time-series analysis of the risk factors for haemorrhagic fever with renal syndrome: comparison of statistical models.

Authors:  W Hu; K Mengersen; P Bi; S Tong
Journal:  Epidemiol Infect       Date:  2006-06-19       Impact factor: 2.451

2.  Factors associated with black tooth stain in Chinese preschool children.

Authors:  Xi Chen; Jing-Yu Zhan; Hai-Xia Lu; Wei Ye; Wei Zhang; Wen-Jie Yang; Xi-Ping Feng
Journal:  Clin Oral Investig       Date:  2014-01-16       Impact factor: 3.573

3.  Risk indicators of oral health status among young adults aged 18 years analyzed by negative binomial regression.

Authors:  Hai-Xia Lu; May Chun Mei Wong; Edward Chin Man Lo; Colman McGrath
Journal:  BMC Oral Health       Date:  2013-08-19       Impact factor: 2.757

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.