-
Notifications
You must be signed in to change notification settings - Fork 1
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Merge branch 'master' of https://github.com/biostatmatt/zucchini
- Loading branch information
Showing
1 changed file
with
5 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,5 @@ | ||
# zucchini | ||
|
||
The zucchini R package was created for experiments in data squashing. The name 'zucchini' was selected because 'squash' is the name of an existing R package. Data squashing is a method pioneered by DuMouchel et al in 1999 [1]. The aim of data squashing is to substitute a large data set with a much smaller pseudo-data set, such that a statistical model (i.e., one described a likelihood function) fitted using the pseudo-data is nearly identical to the same model fitted using the original data set. Thus, the methodology is useful in situations where model fitting is difficult using the original data, due to their size, or in situations where the data contain proprietary or protected information. The methodology appears to have been largely neglected since 2002. | ||
|
||
[1] W. DuMouchel, C. Volinsky, T. Johnson, C. Cortes, and D. Pregibon: Squashing flat files flatter. In Proceedings of the Fifth ACM Conference on Knowledge Discovery and Data Mining, pages 6–15, 1999. |