• edgeR

  • Referenced in 52 articles [sw06936]
  • package for differential expression analysis of digital gene expression data. t is expected that emerging ... future for many functional genomics applications. One of the fundamental data analysis tasks, especially...
  • refund

  • Referenced in 55 articles [sw07434]
  • bands for functional data using principal components. Functional principal components (FPC) analysis is widely used...
  • GloptiPoly

  • Referenced in 318 articles [sw04343]
  • mathematics such as algebra, Fourier analysis, functional analysis, operator theory, probability and statistics, to cite ... handle moment problems with polynomial data. Many important applications in e.g. optimization, probability, financial economics...
  • DAAG

  • Referenced in 26 articles [sw04541]
  • DAAG: Data Analysis And Graphics data and functions , various data sets used in examples ... Braun, W.J. (2003, 2007, 2010) ”Data Analysis and Graphics Using...
  • WGCNA

  • Referenced in 22 articles [sw07123]
  • perform Weighted Correlation Network Analysis on high-dimensional data. Includes functions for rudimentary data cleaning...
  • GPFDA

  • Referenced in 7 articles [sw14770]
  • Process for Functional Data Analysis. Functionalities for modelling functional data with multidimensional inputs, multivariate functional...
  • CircNNTSR

  • Referenced in 15 articles [sw08180]
  • trigonometric sums (NNTS) models. Functions for the analysis of circular data using distributions based...
  • DPpackage

  • Referenced in 68 articles [sw10495]
  • Semi- and Nonparametric Modeling in R. Data analysis sometimes requires the relaxation of parametric assumptions ... placing a prior distribution on a function space, such as the space of all probability ... analysis, interval-censored data, binary regression data, item response data, longitudinal and clustered data using ... regression data using generalized additive models. The package also contains functions to compute pseudo-Bayes...
  • ks

  • Referenced in 44 articles [sw08013]
  • multivariate data, including density functions, density derivatives, cumulative distributions, modal clustering, discriminant analysis, significant modal...
  • fdakma

  • Referenced in 7 articles [sw14401]
  • package fdakma: Functional Data Analysis: K-Mean Alignment. It performs simultaneously clustering and alignment ... multidimensional or unidimensional functional dataset by means of k-mean alignment...
  • Mu Analysis and Synthesis Toolbox

  • Referenced in 109 articles [sw19506]
  • collection of functions (commands) developed primarily for the analysis and synthesis of control systems, with ... Tools provides a consistent set of data structures for the unified treatment of systems...
  • fdANOVA

  • Referenced in 6 articles [sw29049]
  • software package for analysis of variance for univariate and multivariate functional data. Functional data ... such data is referred to as functional data analysis (FDA) which is one of major ... global analysis of variance methods for univariate and multivariate functional data. The implemented testing procedures...
  • PAG

  • Referenced in 19 articles [sw00669]
  • theory of data flow analysis. PAG has a high level functional input language to specify ... COMPARE to generate several analyzers (including alias analysis and constant propagation) for industrial quality ANSI...
  • invGauss

  • Referenced in 125 articles [sw11207]
  • randomized drift) inverse Gaussian distribution to survival data. The model is described in Aalen ... Gjessing HK. Survival and Event History Analysis. A Process Point of View. Springer ... with a user-defined choice of link functions...
  • TAMC

  • Referenced in 72 articles [sw07198]
  • oceanography. Typical applications are data assimilation, model tuning, sensitivity analysis, and determination of singular vectors ... model computes the gradient of a cost function with respect to control variables. Generation...
  • WFMM

  • Referenced in 6 articles [sw36436]
  • based functional mixed model methodology for functional data analysis introduced in Morris and Carroll ... method extends linear mixed models to functional data consisting of n curves sampled...
  • fdapace

  • Referenced in 4 articles [sw15968]
  • Provides implementation of various methods of Functional Data Analysis (FDA) and Empirical Dynamics. The core ... Analysis (FPCA), a key technique for functional data analysis, for sparsely or densely sampled random ... integration. PACE is useful for the analysis of data that have been generated ... provides options for functional regression and correlation, for Longitudinal Data Analysis, the analysis of stochastic...
  • S+ FDA

  • Referenced in 3 articles [sw10814]
  • functional data analysis. User’s manual for Windows. S+ Functional Data Analysis is the first ... exploring, modeling, and analyzing functional data. Functional data analysis (FDA) handles longitudinal data and treats ... Ramsay} and {it B.W. Silverman}, `Functional data analysis.’ 2nd ed. (2005; Zbl 1079.62006), and `Applied ... functional data analysis. Methods and case studies.’ (2002; Zbl 1011.62002). This user’s manual also...
  • RKHS

  • Referenced in 5 articles [sw03078]
  • RKHS framework for functional data analysis Linear combinations of random variables play a crucial role ... multivariate analysis. Two extension of this concept are considered for functional data and shown ... canonical factor analysis are also generalized to the functional data setting. Finally, the relationship between ... vectors is extended to include situations with function-valued random elements. This allows for classification...
  • fdaPDE

  • Referenced in 5 articles [sw21040]
  • fdaPDE: Functional Data Analysis and Partial Differential Equations; Statistical Analysis of Functional and Spatial Data...