%0 Journal Article %1 citeulike:10560365 %A Wickham, Hadley %D 2011 %J Journal of Statistical Software %K r statistics %N 1 %P 1--29 %T The Split-Apply-Combine Strategy for Data Analysis %U http://www.jstatsoft.org/v40/i01 %V 40 %X Many data analysis problems involve the application of a split-apply-combine strategy, where you break up a big problem into manageable pieces, operate on each piece independently and then put all the pieces back together. This insight gives rise to a new R package that allows you to smoothly apply this strategy, without having to worry about the type of structure in which your data is stored.</p> <p>The paper includes two case studies showing how these insights make it easier to work with batting records for veteran baseball players and a large 3d array of spatio-temporal ozone measurements.

@article{citeulike:10560365, abstract = {{Many data analysis problems involve the application of a split-apply-combine strategy, where you break up a big problem into manageable pieces, operate on each piece independently and then put all the pieces back together. This insight gives rise to a new R package that allows you to smoothly apply this strategy, without having to worry about the type of structure in which your data is stored.</p> <p>The paper includes two case studies showing how these insights make it easier to work with batting records for veteran baseball players and a large 3d array of spatio-temporal ozone measurements.}}, added-at = {2019-06-18T20:47:03.000+0200}, author = {Wickham, Hadley}, biburl = {https://www.bibsonomy.org/bibtex/23b78443226279af78c60a5677ceda249/alexv}, citeulike-article-id = {10560365}, citeulike-linkout-0 = {http://www.jstatsoft.org/v40/i01}, citeulike-linkout-1 = {http://www.jstatsoft.org/v40/i01/paper}, interhash = {3318bd38b85ae56071089788def21323}, intrahash = {3b78443226279af78c60a5677ceda249}, issn = {1548-7660}, journal = {Journal of Statistical Software}, keywords = {r statistics}, month = apr, number = 1, pages = {1--29}, posted-at = {2012-04-12 18:42:33}, priority = {0}, timestamp = {2019-08-23T23:54:01.000+0200}, title = {{The Split-Apply-Combine Strategy for Data Analysis}}, url = {http://www.jstatsoft.org/v40/i01}, volume = 40, year = 2011 }