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r-pmmltransformations
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public |
Allows for data to be transformed before using it to construct models. Builds structures to allow functions in the PMML package to output transformation details in addition to the model in the resulting PMML file. The Predictive Model Markup Language (PMML) is an XML-based language which provides a way for applications to define machine learning, statistical and data mining models and to share models between PMML compliant applications. More information about the PMML industry standard and the Data Mining Group can be found at <http://www.dmg.org>. The generated PMML can be imported into any PMML consuming application, such as Zementis Predictive Analytics products, which integrate with web services, relational database systems and deploy natively on Hadoop in conjunction with Hive, Spark or Storm, as well as allow predictive analytics to be executed for IBM z Systems mainframe applications and real-time, streaming analytics platforms.
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2023-06-16 |
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r-plotlygeoassets
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public |
Includes 'JavaScript' files that allow 'plotly' maps to render without an internet connection.
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2023-06-16 |
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r-pk
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public |
Estimation of pharmacokinetic parameters using non-compartmental theory.
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2023-06-16 |
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r-pips
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public |
Generate Predicted Interval Plots. Simulate and plot confidence intervals of an effect estimate given observed data and a hypothesis about the distribution of future data.
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2023-06-16 |
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r-sacobra
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public |
Performs surrogate-assisted optimization for expensive black-box constrained problems.
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2023-06-16 |
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r-rzabbix
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public |
R interface to the 'Zabbix API' data <https://www.zabbix.com/documentation/3.0/manual/api/reference>. Enables easy and direct communication with 'Zabbix API' from 'R'.
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2023-06-16 |
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r-ryoutheria
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public |
A programmatic interface to web-services of YouTheria. YouTheria is an online database of mammalian trait data <http://www.utheria.org/>.
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2023-06-16 |
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r-rworldxtra
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public |
High resolution vector country boundaries derived from Natural Earth data, can be plotted in rworldmap.
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2023-06-16 |
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r-rwars
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public |
Provides functions to retrieve and reformat data from the 'Star Wars' API (SWAPI) <https://swapi.co/>.
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2023-06-16 |
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r-rtsplot
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public |
A fast and elegant time series visualization package. In addition to the standard R plot types, this package supports candle sticks, open-high-low-close, and volume plots. Useful for visualizing any time series data, e.g., stock prices and technical indicators.
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2023-06-16 |
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r-rtson
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public |
TSON, short for Typed JSON, is a binary-encoded serialization of JSON like document that support JavaScript typed data (https://github.com/tercen/TSON).
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2023-06-16 |
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r-rsurfer
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public |
The software suite, 'Freesurfer', is a open-source software suite involving the segmentation of brain MRIs (see <http://freesurfer.net/> for more information). This package provides functionality to import the data generated by 'Freesurfer'; functions to easily manipulate the data; and provides brain specific normalisation commonly used when studying structural brain MRIs. This package has been designed using an installation of and data generated from 'Freesurfer' version 5.3.
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2023-06-16 |
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r-rslurm
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public |
Functions that simplify submitting R scripts to a Slurm workload manager, in part by automating the division of embarrassingly parallel calculations across cluster nodes.
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2023-06-16 |
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r-rppairwisedesign
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public |
Using some association schemes to obtain a new series of resolvable partially pairwise balanced designs (RPPBD) and space-filling designs.
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2023-06-16 |
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r-ropendota
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public |
Provides a client for the API of OpenDota. OpenDota is a web service which is provide DOTA2 real time data. Data is collected through the Steam WebAPI. With ROpenDota you can easily grab the latest DOTA2 statistics in R programming such as latest match on official international competition, analyzing your or enemy performance to learn their strategies,etc. Please see <https://github.com/rosdyana/ROpenDota> for more information.
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2023-06-16 |
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r-ronfhir
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public |
R on FHIR is an easy to use wrapper around the 'HL7 FHIR' REST API (STU 3). It provides tools to easily read and search resources on a FHIR server and brings the results into the R environment. R on FHIR is based on the FhirClient of the official 'HL7 FHIR .NET API', also made by Firely.
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2023-06-16 |
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r-roi
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public |
The R Optimization Infrastructure ('ROI') is a sophisticated framework for handling optimization problems in R. More information can be found on the 'ROI' homepage <http://roi.r-forge.r-project.org/>.
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2023-06-16 |
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r-rnumerai
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public |
Routines to interact with the Numerai Machine Learning Tournament API <https://numer.ai>. The functionality includes the ability to automatically download the current tournament data, submit predictions, and to get information for your user. General 'GraphQL' queries can also be executed.
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2023-06-16 |
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r-rnaseqwrapper
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public |
This package is designed to streamline several of the common steps for RNA-seq analysis, including differential expression and variant discovery. For the development build, or to contribute changes to this package, please see our repository at https://bitbucket.org/petersmp/rnaseqwrapper/
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2023-06-16 |
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r-riskr
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public |
Computes risk measures from data, as well as performs risk management procedures.
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2023-06-16 |
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r-rgooglemaps
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public |
Serves two purposes: (i) Provide a comfortable R interface to query the Google server for static maps, and (ii) Use the map as a background image to overlay plots within R. This requires proper coordinate scaling.
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2023-06-16 |
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r-rgeckoboard
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public |
Provides an interface to Geckoboard.
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2023-06-16 |
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r-rgdax
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public |
Allow access to both public and private end points to Coinbase Pro (erstwhile GDAX) cryptocurrency exchange. For authenticated flow, users must have valid api, secret and passphrase to be able to connect.
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2023-06-16 |
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r-rfreak
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public |
An R interface to a modified version of the Free Evolutionary Algorithm Kit FrEAK. FrEAK is a toolkit written in Java to design and analyze evolutionary algorithms. Both the R interface and an extended version of FrEAK are contained in the RFreak package. For more information on FrEAK see http://sourceforge.net/projects/freak427/.
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2023-06-16 |
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r-rerefact
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public |
Executes a post-rotation algorithm that REorders and/or REflects FACTors (REREFACT) for each replication of a simulation study with exploratory factor analysis.
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2023-06-16 |
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r-reporttools
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public |
These functions are especially helpful when writing reports of data analysis using Sweave.
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2023-06-16 |
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r-reliar
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public |
A collection of utilities for some reliability models/probability distributions.
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2023-06-16 |
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r-redas
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public |
Provides functions used in the 'R: Einführung durch angewandte Statistik' (second edition).
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2023-06-16 |
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r-recorder
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public |
A lightweight toolkit to validate new observations when computing their predictions with a predictive model. The validation process consists of two steps: (1) record relevant statistics and meta data of the variables in the original training data for the predictive model and (2) use these data to run a set of basic validation tests on the new set of observations.
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2023-06-16 |
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r-readjdx
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public |
Import data written in the JCAMP-DX format. This is an instrument-independent format used in the field of spectroscopy. Examples include IR, NMR, and Raman spectroscopy. See the vignette for background and supported formats. The official JCAMP-DX site is <http://www.jcamp-dx.org/>.
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2023-06-16 |
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r-readbrukerflexdata
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Reads data files acquired by Bruker Daltonics' matrix-assisted laser desorption/ionization-time-of-flight mass spectrometer of the *flex series.
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2023-06-16 |
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r-rcur
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public |
Functions and objects for CUR matrix decomposition.
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2023-06-16 |
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r-rcapture
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public |
Estimation of abundance and other of demographic parameters for closed populations, open populations and the robust design in capture-recapture experiments using loglinear models.
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2023-06-16 |
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r-raters
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public |
The kappa statistic implemented by Fleiss is a very popular index for assessing the reliability of agreement among multiple observers. It is used both in the psychological and in the psychiatric field. Other fields of application are typically medicine, biology and engineering. Unfortunately,the kappa statistic may behave inconsistently in case of strong agreement between raters, since this index assumes lower values than it would have been expected. We propose a modification kappa implemented by Fleiss in case of nominal and ordinal variables. Monte Carlo simulations are used both to testing statistical hypotheses and to calculating percentile bootstrap confidence intervals based on proposed statistic in case of nominal and ordinal data.
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2023-06-16 |
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r-rasterize
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Provides R functions to selectively rasterize components of 'grid' output.
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2023-06-16 |
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r-rankfd
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public |
The rankFD() function calculates the Wald-type statistic (WTS) and the ANOVA-type statistic (ATS) for nonparametric factorial designs, e.g., for count, ordinal or score data in a crossed design with an arbitrary number of factors.
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2023-06-16 |
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r-r2openbugs
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public |
Using this package, it is possible to call a BUGS model, summarize inferences and convergence in a table and graph, and save the simulations in arrays for easy access in R.
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2023-06-16 |
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r-quclu
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public |
Various quantile-based clustering algorithms: algorithm CU (Common theta and Unscaled variables), algorithm CS (Common theta and Scaled variables through lambda_j), algorithm VU (Variable-wise theta_j and Unscaled variables) and algorithm VW (Variable-wise theta_j and Scaled variables through lambda_j). Hennig, Viroli, Anderlucci (2018) <arXiv:1806.10403v1>.
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2023-06-16 |
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r-qdapdictionaries
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public |
A collection of text analysis dictionaries and word lists for use with the 'qdap' package.
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2023-06-16 |
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r-pwt8
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public |
The Penn World Table 8.x provides information on relative levels of income, output, inputs, and productivity for 167 countries between 1950 and 2011.
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2023-06-16 |
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r-prettyr
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public |
Functions for conventionally formatting descriptive stats, reshaping data frames and formatting R output as HTML.
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2023-06-16 |
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r-prais
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public |
The Prais-Winsten estimator (Prais & Winsten, 1954) takes into account AR(1) serial correlation of the errors in a linear regression model. The procedure recursively estimates the coefficients and the error autocorrelation of the specified model until sufficient convergence of the AR(1) coefficient is attained.
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2023-06-16 |
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r-pomic
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Calculations of an information criterion are proposed to check the quality of simulations results of Agent-based models (ABM/IBM) or other non-linear rule-based models. The POMDEV measure (Pattern Oriented Modelling DEViance) is based on the Kullback-Leibler divergence and likelihood theory. It basically indicates the deviance of simulation results from field observations. Once POMDEV scores and metropolis-hasting sampling on different model versions are effectuated, POMIC scores (Pattern Oriented Modelling Information Criterion) can be calculated. This method could be further developed to incorporate multiple patterns assessment. Piou C, U Berger and V Grimm (2009) <doi:10.1016/j.ecolmodel.2009.05.003>.
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2023-06-16 |
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r-poisson
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Contains functions and classes for simulating, plotting and analysing homogenous and non-homogenous Poisson processes.
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2023-06-16 |
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r-plotscale
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public |
Figures rendered on graphics devices are usually rescaled to fit pre-determined device dimensions. 'plotscale' implements the reverse: desired plot dimensions are specified and device dimensions are calculated to accommodate marginal material, giving consistent proportions for plot elements. Default methods support grid graphics such as lattice and ggplot. See "example('devsize')" and "vignette('plotscale')".
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2023-06-16 |
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r-plot.matrix
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public |
Visualizes a matrix object plainly as heatmap. It provides S3 functions to plot simple matrices and loading matrices.
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2023-06-16 |
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r-plotfunctions
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public |
When analyzing data, plots are a helpful tool for visualizing data and interpreting statistical models. This package provides a set of simple tools for building plots incrementally, starting with an empty plot region, and adding bars, data points, regression lines, error bars, gradient legends, density distributions in the margins, and even pictures. The package builds further on R graphics by simply combining functions and settings in order to reduce the amount of code to produce for the user. As a result, the package does not use formula input or special syntax, but can be used in combination with default R plot functions. Note: Most of the functions were part of the package 'itsadug', which is now split in two packages: 1. the package 'itsadug', which contains the core functions for visualizing and evaluating nonlinear regression models, and 2. the package 'plotfunctions', which contains more general plot functions.
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2023-06-16 |
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r-pla
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public |
Parallel Line Assays: Completely randomized design, Randomized Block design, and Latin squares design. Balanced data are fitted as described in the Ph.Eur. In the presence of missing values complete data analysis can be performed (with computation of Fieller's confidence intervals for the estimated potency), or imputation of values can be applied. The package contains a script such that a pdf-document with a report of an analysis of an assay can be produced from an input file with data of the assay. Here no knowledge of R is needed by the user.
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2023-06-16 |
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r-pkpdmodels
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public |
Provides functions to evaluate common pharmacokinetic/pharmacodynamic models and their gradients.
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2023-06-16 |
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r-ryoudaotranslate
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public |
You can use this package to translate thousands of words. The Youdao translation open API is applied in this package. But, it just translates less than 1000 English words into Chinese.
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2023-06-16 |
