BigSyn: BigSyn: Some non confidential R functions developped for the...
In DanielBonnery/BigSyn: X
Description
BigSyn functions
Shiny application
General approach
Examples
Description
The BigSyn package allows to synthesize big hierarchical databases by opposition to just a single small "rectangular" table.
The general idea is to
- provide tools to transpose the data and back transpose the synthetic version of the transposed data.
- provide a synthetisation procedure that runs the modeling and the sampling separately
- provide tools to operate a reasonable pre-selection of predictors.
- provide tools to visualize the synthetisation.
BigSyn functions
The main BigSyn functions are
SDPSYN2
Generaltransposefunction
GeneralReversetransposefunction
Shiny application
runCompare() launches a shiny application to
General approach
A step by step example is provided in the Synthesize_database demo file
Examples
1
demo(Synthesize_database)
DanielBonnery/BigSyn documentation built on June 28, 2020, 7:18 p.m.
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Description BigSyn functions Shiny application General approach Examples
Description
The BigSyn package allows to synthesize big hierarchical databases by opposition to just a single small "rectangular" table. The general idea is to - provide tools to transpose the data and back transpose the synthetic version of the transposed data. - provide a synthetisation procedure that runs the modeling and the sampling separately - provide tools to operate a reasonable pre-selection of predictors. - provide tools to visualize the synthetisation.
BigSyn functions
The main BigSyn functions are SDPSYN2 Generaltransposefunction GeneralReversetransposefunction
Shiny application
runCompare() launches a shiny application to
General approach
A step by step example is provided in the Synthesize_database demo file
Examples
1 | demo(Synthesize_database)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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