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Google's Compact Language Detector 2
Bindings to Google's C++ library Compact Language Detector 2 (see < https://github.com/cld2owners/cld2#readme> for more information). Probabilistically detects over 80 languages in plain text or HTML. For mixed-language input it returns the top three detected languages and their approximate proportion of the total classified text bytes (e.g. 80% English and 20% French out of 1000 bytes). There is also a 'cld3' package on CRAN which uses a neural network model instead.
Whole Genome Average Interval Mapping for QTL Detection and Estimation using ASReml-R
A computationally efficient whole genome approach to detecting and estimating significant QTL in linkage maps using the flexible linear mixed modelling functionality of ASReml-R.
Optimizing Acoustic Signal Detection
Facilitates the automatic detection of acoustic signals,
providing functions to diagnose and optimize the performance of detection
routines. Detections from other software can also be explored and optimized.
This package has been peer-reviewed by rOpenSci.
Araya-Salas et al. (2022)
Agent-Based Bird Point Count Simulator
A highly scientific and utterly addictive
bird point count simulator
to test statistical assumptions, aid survey design,
and have fun while doing it (Solymos 2024
Detection of Univariate Outliers
Well known outlier detection techniques in the univariate case. Methods to deal with skewed distribution are included too. The Hidiroglou-Berthelot (1986) method to search for outliers in ratios of historical data is implemented as well. When available, survey weights can be used in outliers detection.
Hyperlink Automatic Detection
Automatic detection of hyperlinks for packages and calls in the text of 'rmarkdown' or 'quarto' documents.
Spatially Explicit Capture-Recapture
Functions to estimate the density and size of a spatially distributed animal population sampled with an array of passive detectors, such as traps, or by searching polygons or transects. Models incorporating distance-dependent detection are fitted by maximizing the likelihood. Tools are included for data manipulation and model selection.
PharmacoVigilance Signal Detection
A collection of several pharmacovigilance signal detection methods extended to the multiple comparison setting.
Backward Procedure for Change-Point Detection
Implements a backward procedure for single and multiple change point detection proposed by Shin et al.
R Interface to X-13-ARIMA-SEATS
Easy-to-use interface to X-13-ARIMA-SEATS, the seasonal adjustment software by the US Census Bureau. It offers full access to almost all options and outputs of X-13, including X-11 and SEATS, automatic ARIMA model search, outlier detection and support for user defined holiday variables, such as Chinese New Year or Indian Diwali. A graphical user interface can be used through the 'seasonalview' package. Uses the X-13-binaries from the 'x13binary' package.