Bookmark and Share

Notice: On March 31, it was announced that Statalist is moving from an email list to a forum. The old list will shut down at the end of May, and its replacement, statalist.org is already up and running.


[Date Prev][Date Next][Thread Prev][Thread Next][Date Index][Thread Index]

Re: st: RE: standard deviation for the difference in means


From   Michael McCulloch <mm@pinestreetfoundation.org>
To   statalist@hsphsun2.harvard.edu
Subject   Re: st: RE: standard deviation for the difference in means
Date   Mon, 7 Jun 2010 12:00:27 -0700

Thanks Peter and Michael,
What I'm wanting to do here is perform a sample size estimate with summary data obtained from a published study.
Unfortunately I do not have the raw data. I only have:

Group A:,
	mean of a continuous variable,
	standard deviation of that continuous variable,
	sample size,
Group B:,
	mean of the same continuous variable,
	standard deviation of that continuous variable,
	sample size,

And, the P value based on a two-sample t test comparing differences in between-group means.

My question is, with those values (and none other) available, is it, possible to estimate the standard deviation for the difference in means between groups A and B?

Thank you for your thoughts on my question.
Michael McCulloch



On Jun 7, 2010, at 8:44 AM, Lachenbruch, Peter wrote:

-----Original Message-----
From: owner-statalist@hsphsun2.harvard.edu [mailto:owner-statalist@hsphsun2.harvard.edu ] On Behalf Of Michael Mitchell
Sent: Sunday, June 06, 2010 7:18 PM
To: statalist@hsphsun2.harvard.edu
Subject: Re: st: RE: standard deviation for the difference in means

It is true, that the formula that Peter gave is based on the
assumption of equal variances for each group.

If you were using Stata, the equivalent command for comparing the
means of two independent groups with equal population variances would
be, for example...

. sysuse auto
. ttest weight, by(foreign)

If you do not believe the population variances are not equal in the
two groups, you could add the -unequal- option, as shown below.

. ttest weight, by(foreign) unequal

or you can use the -welch- option, as shown below

. ttest weight, by(foreign) welch

 The methods and formulas are provided at the end of the manual entry
for the ttest command, see -help ttest- and then see the manual entry.

I hope that helps,

Michael N. Mitchell
Data Management Using Stata      - http://www.stata.com/bookstore/dmus.html
A Visual Guide to Stata Graphics - http://www.stata.com/bookstore/vgsg.html
Stata tidbit of the week - http:// www.MichaelNormanMitchell.com



On Sun, Jun 6, 2010 at 6:07 PM, Michael McCulloch
<mm@pinestreetfoundation.org> wrote:
Thanks Peter, I'm not sure. I'm comparing two groups randomly assigned to treatment, so they are independent, but my understanding was the pooled
variance assumes equal variances in each group.

On Jun 6, 2010, at 1:17 PM, Lachenbruch, Peter wrote:

Are you asking for
pooled variance:  sp^2=[(n1-1)s1^2+(n2-1)s2^2]/[n1+n2-2]  ?

Then the sd for the difference in the means will be sp*sqrt(1/n1+1/ n2)
 aka standard error.

________________________________________
From: owner-statalist@hsphsun2.harvard.edu
[owner-statalist@hsphsun2.harvard.edu] On Behalf Of Michael McCulloch
[mm@pinestreetfoundation.org]
Sent: Sunday, June 06, 2010 12:57 PM
To: Statalist Statalist
Subject: st: standard deviation for the difference in means

Apologies for a basic statistics question:

I wish to estimate sample size for an experiment in which, from
previously published data, I have available the following summary
measures (but not the raw data):

Group A:
      mean of a continuous variable
      standard deviation of that continuous variable
      sample size
Group B:
      mean of the same continuous variable
      standard deviation of that continuous variable
      sample size
And, the P value based on two-sample t tests comparing differences in
between-group means.


My question is, with those values (and none other) available, is it
possible to estimate the standard deviation for the difference in
between-group means.


Best wishes,

Michael McCulloch, LAc MPH PhD
Pine Street Foundation
124 Pine Street
San Anselmo, CA 94960-2674
tel:    415-407-1357
fax:    206-338-2391

*
*   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/
*
*   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/


Best wishes,

Michael McCulloch, LAc MPH PhD
Pine Street Foundation
124 Pine Street
San Anselmo, CA 94960-2674
tel:    415-407-1357
fax:    206-338-2391

*
*   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/


*
*   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/

*
*   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/


Best wishes,

Michael McCulloch, LAc MPH PhD
Pine Street Foundation
124 Pine Street
San Anselmo, CA 94960-2674
tel:	415-407-1357
fax: 	206-338-2391

*
*   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/


© Copyright 1996–2014 StataCorp LP   |   Terms of use   |   Privacy   |   Contact us   |   Site index