One way is to use Benford's Law, type -findit Benford's Law- and use
google to learn more.
Maarten
--- "Williams, Rachael" <[email protected]> wrote:
> Dear all,
>
> I am considering methods of detecting fraud in a hypothetical
> clinical
> trial with a large number of centres, but only a few patients per
> centre.
> In addition, many variables will be binary.
>
> Would Cook's D be appropriate here?
> Is it possible to calculate Mahalanobis' distance in Stata in order
> to
> detect (possibly fraudulent) inliers, outliers and near duplicates in
> a
> dataset?
>
> If anyone has any ideas of other ways to detect possible fraud I
> would
> love to hear from you too!
> Thanks - Rachael
>
>
>
>
> This email and any files transmitted with it are confidential. If you
> are not the intended recipient, any reading, printing, storage,
> disclosure, copying or any other action taken in respect of this
> email is prohibited and may be unlawful.
>
> If you are not the intended recipient, please notify the sender
> immediately by using the reply function and then permanently delete
> what you have received.Incoming and outgoing email messages are
> routinely monitored for compliance with the Department of Healths
> policy on the use of electronic communications.
>
> For more information on the Department of Healths email policy, click
>
>
http://www.dh.gov.uk/DHTermsAndConditions/fs/en?CONTENT_ID=4110945&chk=x1C3Zw
>
> The original of this email was scanned for viruses by the Government
> Secure Intranet virus scanning service supplied by Cable&Wireless in
> partnership with MessageLabs. (CCTM Certificate Number 2007/11/0032.)
> On leaving the GSi this email was certified virus free.
> Communications via the GSi may be automatically logged, monitored
> and/or recorded for legal purposes.
>
> *
> * For searches and help try:
> * http://www.stata.com/help.cgi?search
> * http://www.stata.com/support/statalist/faq
> * http://www.ats.ucla.edu/stat/stata/
>
-----------------------------------------
Maarten L. Buis
Department of Social Research Methodology
Vrije Universiteit Amsterdam
Boelelaan 1081
1081 HV Amsterdam
The Netherlands
visiting address:
Buitenveldertselaan 3 (Metropolitan), room N515
+31 20 5986715
http://home.fsw.vu.nl/m.buis/
-----------------------------------------
*
* For searches and help try:
* http://www.stata.com/help.cgi?search
* http://www.stata.com/support/statalist/faq
* http://www.ats.ucla.edu/stat/stata/