Recommendations for independent scholarly publication of data sets

In an ideal world, any data collected by a research study would be available to anyone interested in validating or building on that data, just as is the documentation describing the study itself. Some data has value that goes beyond the study for which it is generated, and getting the data to those who can use it for reanalysis, meta-analysis, and other applications unimagined by the study authors is to everyone's benefit.