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From | Ada Ma <heu034@googlemail.com> |
To | statalist@hsphsun2.harvard.edu |
Subject | Re: st: collapse is too memory demanding |
Date | Mon, 26 Jul 2010 20:32:51 +0100 |
You don't need the reference groups for the dummy variables. e.g. you don't need both m_total and f_total, you can drop one of them. After that if it still doesn't work you might want to try using broader regions / broader occupation groups. HTH. Ada On Mon, Jul 26, 2010 at 7:43 PM, Oliver Jones <ojones@wiwi.uni-bielefeld.de> wrote: > Hi everybody, > this is my first posting and I hope to ask a good question... > How much additional free memory do I need to perfom a -collapse-? > > Problem setting: > I have a dataset containing information about ~20 million people living in > ~180 different regions and working in ~330 different jobs. The information > is given by ~70 zero/one dummy variables, like male[yes/no], female[yes/no], > age20-25[yes/no], ... > When I try to collapse it like this I get the error that I need more free > memory > > ********** > * begin excerpt code > * > * m_total is a dummy variable taking the value 1 if the person is male > * f_total is a dummy variable taking the value 1 if the person is female > * > collapse (sum) m_total f_total ...(68 more dummy variables), by(aoaa > beruford) fast > * > * > . > . > no room to add more variables because of width > An attempt was made to add a variable that would have increased the > memory required to store an observation beyond what is currently possible. > You have the > following alternatives: > > 1. Store existing variables more efficiently; see help compress. > > 2. Drop some variables or observations; see help drop. (Think of > Stata's data area as the area of a rectangle; Stata can trade off width and > length.) > > 3. Increase the amount of memory allocated to the data area using the > set memory command; see help memory. > r(902); > * > * > memory > > . memory > bytes > -------------------------------------------------------------------- > Details of set memory usage > overhead (pointers) 159,493,976 8.45% > data 1,455,382,531 77.11% > ---------------------------- > data + overhead 1,614,876,507 85.56% > free 272,560,293 14.44% > ---------------------------- > Total allocated 1,887,436,800 100.00% > -------------------------------------------------------------------- > Other memory usage > set maxvar usage 2,041,738 > set matsize usage 1,315,200 > programs, saved results, etc. 37,424 > --------------- > Total 3,394,362 > ------------------------------------------------------- > Grand total 1,890,831,162 > > * > * > * end code excerpt > ********** > > > > I am grateful for any help. > > Kind regards > Oliver > > > > * > * 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/ > -- Ada Ma Research Fellow Health Economics Research Unit University of Aberdeen, UK. http://www.abdn.ac.uk/heru/ Tel: +44 (0) 1224 555189 Fax: +44 (0) 1224 550926 * * 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/