sr-package: sr: Smooth Regression - The Gamma Test and Tools
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sr: Smooth Regression - The Gamma Test and Tools
Description
Finds causal connections in precision data, finds lags and embeddings in time series, guides training of neural networks and other smooth models, evaluates their performance, gives a mathematically grounded answer to the over-training problem. Smooth regression is based on the Gamma test, which measures smoothness in a multivariate relationship. Causal relations are smooth, noise is not. 'sr' includes the Gamma test and search techniques that use it. References: Evans & Jones (2002) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1098/rspa.2002.1010")}, AJ Jones (2004) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1007/s10287-003-0006-1")}.
Author(s)
Maintainer: Wayne Haythorn support@smoothregression.com
Authors:
Antonia Jones (Principal creator of the Gamma test)
Other contributors:
Sam Kemp (Wrote the original code for the Gamma test in R) [contributor]
See Also
Useful links:
sr documentation built on March 31, 2023, 9:40 p.m.
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| sr-package | R Documentation |
sr: Smooth Regression - The Gamma Test and Tools
Description
Finds causal connections in precision data, finds lags and embeddings in time series, guides training of neural networks and other smooth models, evaluates their performance, gives a mathematically grounded answer to the over-training problem. Smooth regression is based on the Gamma test, which measures smoothness in a multivariate relationship. Causal relations are smooth, noise is not. 'sr' includes the Gamma test and search techniques that use it. References: Evans & Jones (2002) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1098/rspa.2002.1010")}, AJ Jones (2004) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1007/s10287-003-0006-1")}.
Author(s)
Maintainer: Wayne Haythorn support@smoothregression.com
Authors:
Antonia Jones (Principal creator of the Gamma test)
Other contributors:
Sam Kemp (Wrote the original code for the Gamma test in R) [contributor]
See Also
Useful links:
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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