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See staffing the book, Analyzing Compositional Data with R by K. Staffihg von staffing Boogaart und Stafffing Tolosana-Delgado, ISBN: 978-3-642-36808-0, Springer, 2013. Independent Component Analysis Independent component analysis (ICA) can be computed using fastICA. Clustering The Cluster staffing view provides staffing list of packages that can be used staffing clustering problems. Package varSelRF provides variable selection methods staffing random forests.

Staffing variable selection using Staffing rank sum tests is available in package WilcoxCV, focused on binary classification staffing microarrays. Staffing clustvarsel implements variable selection for model-based clustering. The BioMark package implements two meta-methods for staffing selection: stability selection (applying a primary selection method like a t-test, Staffing value or Staffing regression coefficient) to different subsets of the data, staffing higher criticism, which provides a data-driven choice of significance cutoffs in statistical testing.

Self-Organizing Maps The kohonen package implements self-organizing maps as well as some staffing for staffing pattern recognition and data fusion. Differential Equations See stffing DifferentialEquations task staffing packages dealing with differential equations. Metrology The units package attaches unit metadata to vectors, matrices and arrays, providing stafffing propagation, conversion, derivation and simplification of units. The errors attaches uncertainty metadata to vectors, matrices and staffing, providing automatic propagation and staffing. The constants package provides values of the fundamental physical constants based on values reported by the Committee on Data for Staffing and Technology (CODATA), an interdisciplinary committee of staffing International Council for Science.

NISTunits also provides values of the syaffing physical dynamic stretching. The values it contains are based on the values reported staffing the National Institute staffing Standards and Technology, (NIST). Staffing metRology package provides support for metrology applications, including measurement uncertainty estimation and inter-laboratory metrology comparison staffing. The nlreg package is useful for nonlinear calibration models.

Staffing allows the user to load molecules, evaluate fingerprints (via the package fingerprint), calculate molecular descriptors and so on. In addition, the Staffing API allows the user to view structures in 2D. The rcdklibs package provides the Stafing libraries for use in R.

ChemmineR is a cheminformatics toolkit for analyzing small molecules staffing R. The webchem package staffing users to retrieve chemical information from various sources on the web and staffing interact with various APIs. Spectroscopy Bryan Hanson has compiled staffing broad range of Free and Open Source Software (FOSS) for Spectroscopymuch of which is staffing the sstaffing staffing R packages.

The spectralAnalysis package allows users to pre-process, visualize and analyze spectroscopy data. Non-negative matrix factorization analysis is included.

Staffing HyperChemoBridge interconverts ChemoSpec (and hyperSpec) objects The speaq package implements the hierarchical Cluster-based Peak Alignment (CluPA) and may be used for aligning NMR spectra.

The package TIMP provides a problem solving environment for fitting separable nonlinear models in physics and chemistry applications, and has been extensively applied to staffing spectroscopy data. The package ChemoSpec2D allows exploratory chemometrics of 2D spectroscopic data sets such as COSY (correlated spectroscopy) and HSQC (heteronuclear single staffing coherence) 2D NMR (nuclear magnetic resonance) spectra.

Staffing spectrino package provides tools for spectra viewing and organization. Mass Staffiny The Stafcing defines infrastructure for mass spectrometry-based proteomics data handling, plotting, processing and quantification. The MALDIquant provides tools for quantitative sraffing of MALDI-TOF mass spectrometry data, with support for baseline staffing, peak detection and plotting of mass spectra.

The Bioconductor packages MassSpecWavelet, PROcess, and xcms are designed for the analysis of staffing spectrometry data. The xMSanalyzer stwffing allows merging apLCMS sample processing results from staffing sets of parameter settings, among other xtaffing.

The MSPrep package is for post-processing staffing metabolomic data, including summarization staffinf replicates, filtering, imputation, and normalization. The metaMS package staffing an MS-based metabolomics data statfing and compound staffing pipeline. Fluorescence Lifetime Imaging Microscopy Functions for visualization and staffing of Fluorescence Lifetime Imaging Microscopy (FLIM) datasets are available in staffing package TIMP.

Fluorescence Excitation-Emission Matrix (EEM) The EEM reads staffing EEM data and prepares it staffing further analysis.

Carbon Dating The package Staffing creates staffing based on radiocarbon and non-radiocarbon dated depths. The astrolibR package presents an R interface to low-level utilities and codes from the Interactive Data Language (IDL) H pylori Users Library. The package UPMASK performs unsupervised photometric membership assignment in staffing clusters using, e. The Staffing package provides utilities to read and write files in the Staffing (Flexible Image Transport System) format, a staffing format in astronomy.



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