fda: Functional Data Analysis

Canonical link: https://rscholar.com/pkg/fda

James Ramsay • Giles Hooker • Spencer Graves • View description and downloads View dependencies GitHub project

2003 Published

6.2.0 Version

0 Citations

3 Authors

Referenced by ⇅	Year
CausalKinetiX: Learning Stable Structures in Kinetic Systems (Version 0.2.1)	2019
Compack: Regression with Compositional Covariates (Version 0.1.0)	2020
funHDDC: Univariate and Multivariate Model-Based Clustering in Group-Specific Functional Subspaces (Version 2.3.1)	2014
geofd: Spatial Prediction for Function Value Data (Version 2.0)	2010
iWISA: Wavelet-Based Index of Storm Activity (Version 1.0-2)	2016
mixedClust: Co-Clustering of Mixed Type Data (Version 1.0.2)	2019
penDvine: Flexible Pair-Copula Estimation in D-Vines using Bivariate Penalized Splines (Version 0.2.4)	2012
BayesGP: Efficient Implementation of Gaussian Process in Bayesian Hierarchical Models (Version 0.1.3)	2024
CCA: Canonical Correlation Analysis (Version 1.2.2)	2007
CSTE: Covariate Specific Treatment Effect (CSTE) Curve (Version 3.0.0)	2021
CollocInfer: Collocation Inference for Dynamic Systems (Version 1.0.5)	2010
DepthProc: Statistical Depth Functions for Multivariate Analysis (Version 2.1.5)	2014
DrBats: Data Representation: Bayesian Approach That's Sparse (Version 0.1.6)	2016
EBCHS: An Empirical Bayes Method for Chi-Squared Data (Version 0.1.0)	2021
Ecfun: Functions for 'Ecdat' (Version 0.3-6)	2014
ExtremalDep: Extremal Dependence Models (Version 0.0.4-3)	2019
FADPclust: Functional Data Clustering Using Adaptive Density Peak Detection (Version 1.1.1)	2021
FDboost: Boosting Functional Regression Models (Version 1.1-2)	2014
FTSgof: White Noise and Goodness-of-Fit Tests for Functional Time Series (Version 1.0.0)	2024
FuncNN: Functional Neural Networks (Version 1.0)	2020
FunctanSNP: Functional Analysis (with Interactions) for Dense SNP Data (Version 0.1.0)	2022
GET: Global Envelopes (Version 1.0-4)	2019
GPFDA: Gaussian Process for Functional Data Analysis (Version 3.1.3)	2013
KFPCA: Kendall Functional Principal Component Analysis (Version 2.0)	2021
KFPLS: Kernel Functional Partial Least Squares (Version 1.0)	2023
LocKer: Locally Sparse Estimator of Generalized Varying Coefficient Model for Asynchronous Longitudinal Data (Version 1.1)	2022
MECfda: Scalar-on-Function Regression with Measurement Error Correction (Version 0.1.0)	2024
MFPCA: Multivariate Functional Principal Component Analysis for Data Observed on Different Dimensional Domains (Version 1.3-10)	2016
MRmediation: A Causal Mediation Method with Methylated Region (MR) as the Mediator (Version 1.0.1)	2020
PFLR: Estimating Penalized Functional Linear Regression (Version 1.1.0)	2024
PerFit: Person Fit (Version 1.4.6)	2014
PupillometryR: A Unified Pipeline for Pupillometry Data (Version 0.0.5)	2020
QZ: Generalized Eigenvalues and QZ Decomposition (Version 0.2-3)	2013
ReMFPCA: Regularized Multivariate Functional Principal Component Analysis (Version 1.0.0)	2023
Rfssa: Functional Singular Spectrum Analysis (Version 3.1.0)	2019
Rsfar: Seasonal Functional Autoregressive Models (Version 0.0.1)	2021
SCCS: The Self-Controlled Case Series Method (Version 1.7)	2018
SLFPCA: Sparse Logistic Functional Principal Component Analysis (Version 3.0)	2021
SpatFD: Functional Geostatistics: Univariate and Multivariate Functional Spatial Prediction (Version 0.0.1)	2024
SpatialfdaR: Spatial Functional Data Analysis (Version 1.0.0)	2022
T4cluster: Tools for Cluster Analysis (Version 0.1.2)	2020
TFunHDDC: Clustering of Functional Data via Mixtures of t-Distributions (Version 1.0.1)	2023
TSCI: Tools for Causal Inference with Possibly Invalid Instrumental Variables (Version 3.0.4)	2022
TestGardener: Information Analysis for Test and Rating Scale Data (Version 3.3.5)	2021
TimeVarConcurrentModel: Concurrent Multivariate Models with Time-Varying Coefficients (Version 1.0)	2022
TrendTM: Trend of High-Dimensional Time Series Matrix Estimation (Version 2.0.19)	2022
absorber: Variable Selection in Nonparametric Models using B-Splines (Version 1.0)	2024
adamethods: Archetypoid Algorithms and Anomaly Detection (Version 1.2.1)	2018
adass: Adaptive Smoothing Spline (AdaSS) Estimator for the Function-on-Function Linear Regression (Version 1.0.1)	2021
anacor: Simple and Canonical Correspondence Analysis (Version 1.1-4)	2007
cfda: Categorical Functional Data Analysis (Version 0.12.0)	2021
clustEff: Clusters of Effects Curves in Quantile Regression Models (Version 0.3.1)	2017
conformalInference.fd: Tools for Conformal Inference for Regression in Multivariate Functional Setting (Version 1.1.1)	2022
ctmcmove: Modeling Animal Movement with Continuous-Time Discrete-Space Markov Chains (Version 1.2.9)	2015
ctmva: Continuous-Time Multivariate Analysis (Version 1.4.0)	2022
cvmaPLFAM: Cross-Validation Model Averaging for Partial Linear Functional Additive Models (Version 0.1.0)	2023
dfrr: Dichotomized Functional Response Regression (Version 0.1.5)	2020
dynr: Dynamic Models with Regime-Switching (Version 0.1.16-105)	2016
fMRItools: Routines for Common fMRI Processing Tasks (Version 0.4.7)	2022
fdANOVA: Analysis of Variance for Univariate and Multivariate Functional Data (Version 0.1.2)	2017
fdaACF: Autocorrelation Function for Functional Time Series (Version 1.0.0)	2020
fda.usc: Functional Data Analysis and Utilities for Statistical Computing (Version 2.2.0)	2011
fdaMocca: Model-Based Clustering for Functional Data with Covariates (Version 0.1-1)	2021
fdacluster: Joint Clustering and Alignment of Functional Data (Version 0.3.0)	2022
fdatest: Interval Testing Procedure for Functional Data (Version 2.1.1)	2013
fgm: Partial Separability and Functional Gaussian Graphical Models (Version 1.0)	2019
freqdom.fda: Functional Time Series: Dynamic Functional Principal Components (Version 1.0.1)	2017
freqdom: Frequency Domain Based Analysis: Dynamic PCA (Version 2.0.5)	2015
ftsa: Functional Time Series Analysis (Version 6.4)	2009
funFEM: Clustering in the Discriminative Functional Subspace (Version 1.2)	2014
funData: An S4 Class for Functional Data (Version 1.3-9)	2016
funLBM: Model-Based Co-Clustering of Functional Data (Version 2.3)	2018
funcharts: Functional Control Charts (Version 1.6.0)	2021
funkycells: Functional Data Analysis for Multiplexed Cell Images (Version 1.1.1)	2023
funpca: Functional Principal Component Analysis (Version 9.0)	2023
ggdist: Visualizations of Distributions and Uncertainty (Version 3.3.2)	2020
glober: Estimating Functions with Multivariate B-Splines (Version 1.0)	2023
gmtFD: General Multiple Tests for Univariate and Multivariate Functional Data (Version 0.1.0)	2024
hero: Spatio-Temporal (Hero) Sandwich Smoother (Version 0.6)	2018
ir: Functions to Handle and Preprocess Infrared Spectra (Version 0.2.1)	2022
latrend: A Framework for Clustering Longitudinal Data (Version 1.6.1)	2020
logitFD: Functional Principal Components Logistic Regression (Version 1.0)	2022
longsurr: Longitudinal Surrogate Marker Analysis (Version 1.0)	2022
mar1s: Multiplicative AR(1) with Seasonal Processes (Version 2.1.1)	2009
mrct: Outlier Detection of Functional Data Based on the Minimum Regularized Covariance Trace Estimator (Version 0.0.1.0)	2023
multiFANOVA: Multiple Contrast Tests for Functional Data (Version 0.1.0)	2023
mxnorm: Apply Normalization Methods to Multiplexed Images (Version 1.0.3)	2022
nFunNN: Nonlinear Functional Principal Component Analysis using Neural Networks (Version 1.0)	2024
pCODE: Estimation of an Ordinary Differential Equation Model by Parameter Cascade Method (Version 0.9.4)	2019
pcdpca: Dynamic Principal Components for Periodically Correlated Functional Time Series (Version 0.4)	2016
pencopulaCond: Estimating Non-Simplified Vine Copulas Using Penalized Splines (Version 0.2)	2017
pendensity: Density Estimation with a Penalized Mixture Approach (Version 0.2.13)	2009
pfica: Independent Components Analysis Techniques for Functional Data (Version 0.1.3)	2020
puls: Partitioning Using Local Subregions (Version 0.1.2)	2020
quantreg.nonpar: Nonparametric Series Quantile Regression (Version 1.0)	2016
refund: Regression with Functional Data (Version 0.1-37)	2010
robCompositions: Compositional Data Analysis (Version 2.4.1)	2009
robflreg: Robust Functional Linear Regression (Version 1.2)	2022
runDRT: Run Doubly Ranked Tests (Version 0.1.0)	2024
sasfunclust: Sparse and Smooth Functional Clustering (Version 1.0.0)	2021
sde: Simulation and Inference for Stochastic Differential Equations (Version 2.0.18)	2006
sft: Functions for Systems Factorial Technology Analysis of Data (Version 2.2-1)	2012
sicure: Single-Index Mixture Cure Models (Version 0.1.0)	2024
slasso: S-LASSO Estimator for the Function-on-Function Linear Regression (Version 1.0.0)	2021
srp: Smooth-Rough Partitioning of the Regression Coefficients (Version 1.2.0)	2018
stfit: Spatio-Temporal Functional Imputation Tool (Version 0.99.9)	2020
trackeR: Infrastructure for Running, Cycling and Swimming Data from GPS-Enabled Tracking Devices (Version 1.6.0)	2016
warpMix: Mixed Effects Modeling with Warping for Functional Data Using B-Spline (Version 0.1.0)	2017
wwntests: Hypothesis Tests for Functional Time Series (Version 1.1.0)	2019

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