Skip to main content Accessibility help
×
Home
Hostname: page-component-ffbbcc459-slw7l Total loading time: 0.255 Render date: 2022-03-09T00:33:59.346Z Has data issue: true Feature Flags: { "shouldUseShareProductTool": true, "shouldUseHypothesis": true, "isUnsiloEnabled": true, "useRatesEcommerce": false, "useNewApi": true }

A statistical modelling approach to community prevalence data

Published online by Cambridge University Press:  09 July 2009

M. W. Knuiman*
Affiliation:
Department of Mathematics, and the Department of Psychiatry and Behavioural Science, The University of Western Australia
P. W. Burvill
Affiliation:
Department of Mathematics, and the Department of Psychiatry and Behavioural Science, The University of Western Australia
*
1Address for correspondence: Dr M. W. Knuiman Department of Mathematics, The University of Western Australia, Nedlands, Western Australia, 6009.

Synopsis

Sample survey techniques are often used to assess the prevalence of illness in a community and to determine any variation with environmental, social and demographic factors. Analysis of survey data is often carried out using several elementary statistical procedures. The formulation of a statistical model is an effective way of conducting a unified analysis. The model provides a concise description of the study population and is a most effective way of summarizing community prevalence data. The testing of statistical hypotheses is equivalent to model simplification and is conveniently performed using general procedures. Two alternative statistical models are given for an investigation into the extent of minor psychiatric morbidity in Perth, Western Australia.

Type
Research Article
Copyright
Copyright © Cambridge University Press 1984

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Baker, R. J. & Nelder, J. A. (1978). The GLIM System, Release 3; Generalised Linear Interactive Modelling. Royal Statistical Society: London.Google Scholar
Bishop, Y. M. M., Fienberg, S. E. & Holland, P. W. (1975). Discrete Multivariate Analysis: Theory and Practice. MIT Press: Cambridge, Mass.Google Scholar
Cox, D. R. (1970). Analysis of Binary Data. Chapman and Hall: London.Google Scholar
Dunn, G. (1981). The role of linear models in psychiatric epidemiology. Psychological Medicine 11, 179184.CrossRefGoogle ScholarPubMed
Fienberg, S. E. (1977). The Analysis of Cross-classified Data. MIT Press: Cambridge, Mass.Google Scholar
Finlay-Jones, R. A. & Burvill, P. W. (1977). The prevalence of minor psychiatric morbidity in the community. Psychological Medicine 7, 475489.CrossRefGoogle Scholar
Goldberg, D. P. (1972). The Detection of Psychiatric Illness by Questionnaire. Oxford University Press: London.Google Scholar
Nelder, J. A. & Wedderburn, R. W. M. (1972). Generalised linear models. Journal of the Royal Statistical Society, Series A 135, 370384.CrossRefGoogle Scholar
5
Cited by

Send article to Kindle

To send this article to your Kindle, first ensure no-reply@cambridge.org is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about sending to your Kindle. Find out more about sending to your Kindle.

Note you can select to send to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be sent to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

A statistical modelling approach to community prevalence data
Available formats
×

Send article to Dropbox

To send this article to your Dropbox account, please select one or more formats and confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your <service> account. Find out more about sending content to Dropbox.

A statistical modelling approach to community prevalence data
Available formats
×

Send article to Google Drive

To send this article to your Google Drive account, please select one or more formats and confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your <service> account. Find out more about sending content to Google Drive.

A statistical modelling approach to community prevalence data
Available formats
×
×

Reply to: Submit a response

Please enter your response.

Your details

Please enter a valid email address.

Conflicting interests

Do you have any conflicting interests? *