Create a functional data object from data
Predicting electricity demand in Adelaide from temperature
Test if running as CRAN
Canadian average annual weather cycle
F-statistic for functional linear regression.
Define a Linear Differential Operator Object
Decomposition for Amplitude and Phase Variation
Permutation F-test for functional linear regression.
Continuously Stirred Tank Reactor
Eigenanalysis preserving dimnames
Reshape a vector or array to have 3 dimensions.
Mark Intervals on a Plot Axis
Convert a spline object to class 'fd'
Montreal Daily Temperature
Statistical Science in Chinese
Arithmatic on functional basis objects
Arithmetic on functional data ('fd') objects
as.POXIXct
for number of seconds since the start of 1970.
Regina Daily Precipitation
Define a Bivariate Functional Parameter Object
Product of two basisfd objects
B-spline Basis Function Values
Extract functional coefficients
Does an argument satisfy required conditions?
Create a bivariate functional data object
Compare dimensions and dimnames of arrays
Center Functional Data
Define a Functional Basis Object
Functional Canonical Correlation Analysis
Create a Polygonal Basis
Correlation matrix from functional data object(s)
Create a Constant Basis
B-Spline Penalty Matrix
Create Basis Set for Functional Data Analysis
Create a Power Basis Object
Create a Monomial Basis
Create a Fourier Basis
Create an Exponential Basis
Estimate of the covariance surface
Convert Degrees of Freedom to a Smoothing Parameter Value
Create a B-spline Basis
Values of Basis Functions or their Derivatives
Stability Analysis for Principle Differential Analysis
Numeric and character vectors to facilitate working with dates
Compute a Probability Density Function
Compute a Derivative of a Functional Data Object
Values of a Functional Data Object Defining Surprisal Curves.
Evaluate a Positive Functional Data Object
Get subdirectories
Compute a Cumulative Distribution Functional Data Object
Values a Two-argument Functional Data Object
Degrees of Freedom for Residuals from a Functional Regression
Values of a Functional Data Object
Exponential Basis Function Values
Evaluate the Diagonal of a Bivariate Functional Data Object
Powers of a functional data ('fd') object
Exponential Penalty Matrix
Plot Cycles for a Periodic Bivariate Functional Data Object
Define a Functional Data Object
Functional Regression Analysis
Computes Cross-validated Error Sum of Integrated Squared Errors for a
Functional Regression Model
Define a Functional Parameter Object
Convert fd
or basisfd
Objects to fdPar
Objects
Cursive handwriting samples
Convert a univariate functional data object to a list
Hip and knee angle while walking
Tibia Length for One Baby
Extract plot labels and names for replicates and variables
Functional Data Analysis in R
Fourier Basis Function Values
Confirm Object has Class "Lfd"
Confirm Object is Class "Basisfd"
Generalized eigenanalysis
Compute Inner Products B-spline Expansions.
Inner products of Functional Data Objects.
Berkeley Growth Study data
Extract the range from a basis object
Confirm that two objects of class "Basisfd" are identical
Fourier Penalty Matrix
Confirm Object has Class "fdPar"
Confirm Object has Class "fd"
Confirm Object has Class "fdSmooth"
Plot Columns of Matrices
Intensity Function for Point Process
Convert Integer to Linear Differential Operator
Values of a Monotone Functional Data Object
Mean of Functional Data
Evaluate a Basis Penalty Matrix
Extract the knots from a function basis or data object
Convert Smoothing Parameter to Degrees of Freedom
Evaluate the gradient of a monotone function
Compute Standard errors of Coefficient Functions Estimated by
Functional Regression Analysis
Evaluate Monomial Basis
Evaluate the Hessian matrix of a monotone function
pinch force data
Lip motion
Evaluate Monomial Roughness Penalty Matrix
Phase-plane plot
Search along a line for a minimum within an optimisation algorithm.
Plot a Basis Object
Plot a Linear Differential Operator Object
melanoma 1936-1972
Plot Functional Principal Components
Functional Boxplots
Evaluate the a monotone function
Plot Principle Differential Analysis Components
Polynomial extrapolation for a converging sequence of one or more values
Polygonal Basis Function Values
Estimates of functional Principal Component scores through PACE
Values of Basis Functions or their Derivatives
Add Lines from Functional Data to a Plot
Evaluate a Roughness Penalty Matrix
Standard Deviation of Functional Data
Predict method for Functional Regression
Estimate the functional principal components
Functional Principal Components Analysis
Approximate Functional Data Using a Basis
Register Functional Data Objects with Pre-Computed Warping Functions
Register Functional Data Objects Using a Continuous Criterion
Quadrature points and weights for Simpson's rule
Power Basis Function Values
Polygonal Penalty Matrix
Add names to an object
Fit Fully Functional Linear Model
Estimates a Smooth Warping Function Mapping an Interval into Another
Numerical Solution mth Order Differential Equation System
Sea Bird Counts
Compute GCV Criterion
Landmark Registration of Functional Observations with Differing
Ranges
Nondurable goods index
Sum of Functional Data
Construct a functional data object by smoothing data using a roughness
penalty
Approximate the functional inner product of two functional data objects using the
trapezpoidal rule over a fine mesh of value.
Permutation t-test for two groups of functional data objects.
Summarize a Functional Parameter Object
Summarize a Linear Differential Operator Object
Summarize a Functional Data Object
Reconstruct data curves using functional principal components
Principal Differential Analysis
Order of a B-spline
Smooth a Functional Data Object Using an Indirectly Specified
Roughness Penalty
Smooth a discrete surface over a rectangular lattice
Plot Functional Canonical Correlation Weight Functions
Stability Analysis for Principle Differential Analysis
Smooth Data with a Positive Function
Plot a functional parameter object with confidence limits
Plot a Functional Data Object
Plot a Functional Data Object With Data
Check a vector of weights
Make a Linear Differential Operator Object from a Vector
Check a step size value for being within parameter limits.
Plot the results of the registration of a set of curves
Monotone Smoothing of Data
Smooth a functional data object using a directly specified roughness
penalty
Smooth the mean function of sparse data
Fit data with surprisal smoothing.
Summarize a Functional Data Object
Compute a new step size for a linear search within an optimization algorithm.
Plot Principal Component Scores
Variance, Covariance, and Correlation Surfaces for
Functional Data Object(s)
Evaluate the fit of surprisal curves to binned psychometric data.
Rotate a Matrix of Component Loadings using the VARIMAX Criterion
Power Penalty Matrix
solve(A, B) where A is symmetric
Summarize a Bivariate Functional Data Object
Construct a functional data object by smoothing data using a roughness
penalty
Convert a B-spline function to piece-wise polynomial form
Creates a list of sparse data from a matrix
Creates a matrix of sparse data with NAs out of a list
Rotation of Functional Canonical Components with VARIMAX
Smooth Data Using a Directly Specified Roughness Penalty
Check Data Arrays for Smoothing Functions
Rotation of Functional Principal Components with VARIMAX
Criterion
Does the range of the input contain 0?
Orthonormal Matrix with Columns Summing to Zero