NNS: Nonlinear Nonparametric Statistics

Nonlinear nonparametric statistics using partial moments. Partial moments are the elements of variance and asymptotically approximate the area of f(x). These robust statistics provide the basis for nonlinear analysis while retaining linear equivalences.

Author
Fred Viole
Date of publication
2016-11-28 08:21:01
Maintainer
Fred Viole <viole.nawrocki@gmail.com>
License
GPL-3
Version
0.2.4

View on CRAN

Man pages

Co.LPM
Co-Lower Partial Moment (Lower Left Quadrant 4)
Co.PM.cor
Co-Partial Moments Higher Dimension Correlation
Co.UPM
Co-Upper Partial Moment (Upper Right Quadrant 1)
D.LPM
Divergent-Lower Partial Moment (Lower Right Quadrant 3)
D.UPM
Divergent-Upper Partial Moment (Upper Left Quadrant 2)
dy.d_
Partial Derivative dy/d[wrt]
dy.dx
Partial Derivative dy/dx
findInterval2
Find Interval
Finite.step
Finite Step Differentiation
FSD
FSD
LPM
Lower Partial Moment
LPM.VaR
LPM VaR
NNS.diff
NNS Numerical Differentiation
NNS.Feature.prob
NNS Feature Probability
NNS.term.matrix
NNS Term Matrix
partition.map
Partition Map
TSD
TSD
Uni.caus
Uni-Directional Causation
UPM
Upper Partial Moment
UPM.VaR
UPM VaR
VN.ANOVA
VN ANOVA
VN.ANOVA.bin
VN ANOVA Binary
VN.ARMA
VN ARMA
VN.caus
VN Causation
VN.cor
VN Correlation
VN.dep
VN Dependence
VN.FSD
VN FSD Test
VN.M.reg
VN Multivariate Regression (INTERNAL CALL FOR VN.reg)
VN.norm
VN Normalization
VN.reg
VN Regression
VN.SD.Efficient.Set
VN SD Efficient Set
VN.seas
VN Seasonality Test
VN.SSD
VN SSD Test
VN.SSD.uni
VN.SSD.uni
VN.TSD
VN TSD Test

Files in this package

NNS
NNS/NAMESPACE
NNS/R
NNS/R/FSD.R
NNS/R/dy_d_wrt.R
NNS/R/Partition_Map.R
NNS/R/Partial_Moments.R
NNS/R/Dependence.R
NNS/R/Co_PM_cor.R
NNS/R/Normalization.R
NNS/R/Correlation.R
NNS/R/Regression.R
NNS/R/ANOVA.R
NNS/R/NNS_term_matrix.R
NNS/R/Uni_SD_Routines.R
NNS/R/SD_Efficient_Set.R
NNS/R/Causation.R
NNS/R/ARMA.R
NNS/R/dy_dx.R
NNS/R/TSD.R
NNS/R/Find_Interval.R
NNS/R/Binary_ANOVA.R
NNS/R/Multivariate_Regression.R
NNS/R/Feature_probability.R
NNS/R/SSD.R
NNS/R/Seasonality_Test.R
NNS/R/Numerical_Differentiation.R
NNS/MD5
NNS/DESCRIPTION
NNS/man
NNS/man/UPM.Rd
NNS/man/VN.FSD.Rd
NNS/man/VN.reg.Rd
NNS/man/VN.cor.Rd
NNS/man/dy.dx.Rd
NNS/man/NNS.Feature.prob.Rd
NNS/man/NNS.term.matrix.Rd
NNS/man/Co.UPM.Rd
NNS/man/dy.d_.Rd
NNS/man/LPM.Rd
NNS/man/VN.norm.Rd
NNS/man/UPM.VaR.Rd
NNS/man/findInterval2.Rd
NNS/man/VN.TSD.Rd
NNS/man/TSD.Rd
NNS/man/partition.map.Rd
NNS/man/Co.LPM.Rd
NNS/man/VN.ANOVA.Rd
NNS/man/D.LPM.Rd
NNS/man/VN.M.reg.Rd
NNS/man/VN.ANOVA.bin.Rd
NNS/man/VN.SD.Efficient.Set.Rd
NNS/man/VN.SSD.Rd
NNS/man/VN.caus.Rd
NNS/man/LPM.VaR.Rd
NNS/man/VN.ARMA.Rd
NNS/man/VN.seas.Rd
NNS/man/D.UPM.Rd
NNS/man/Uni.caus.Rd
NNS/man/Finite.step.Rd
NNS/man/FSD.Rd
NNS/man/Co.PM.cor.Rd
NNS/man/VN.SSD.uni.Rd
NNS/man/VN.dep.Rd
NNS/man/NNS.diff.Rd