Spectral Preprocessing and Chemometric Calibration of NIR Sensors


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Documentation for package ‘proximetricsR’ version 0.6.4

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proximetricsR-package Overview of the proximetricsR package
add_application_metadata A function for adding application metadata to a list of 'spectral_model' objects
add_model_metadata A function for adding model metadata to a 'spectral_model' object
calibrate Calibrate a spectral model
calibrate.default Calibrate a spectral model
calibrate.formula Calibrate a spectral model
calibrate_models Calibrate models for multiple response variables
calibration_control A function that controls the calibration of models
extract_property_names Extract the property names from a given 'data.frame'
fit_constructors Fitting method constructors
fit_plsr Fitting method constructors
fit_xlsr Fitting method constructors
get_proxiscout_wavenumbers ProxiScout standard wavenumbers
NIRcannabis NIRcannabis
plot.spectral_model Plot results of a given model
predict.read_cal Read model parameters from ProxiMate .cal files
predict.spectral_model Calibrate a spectral model
predict.spectral_multimodel Calibrate models for multiple response variables
preprocess_recipe Build and execute spectral preprocessing recipes
prep_derivative Derivative constructor for spectral preprocessing
prep_detrend Detrending constructor for spectral preprocessing
prep_resample Resampling constructor for spectral preprocessing
prep_smooth Smoothing constructor for spectral preprocessing
prep_snv Standard Normal Variate constructor for spectral preprocessing
prep_transform Reflectance/absorbance conversion constructor for spectral preprocessing
prep_wav_trim Wavelength trimming constructor for spectral preprocessing
process Build and execute spectral preprocessing recipes
proximate_add2nax Prepare data for augmenting a nax application
proximate_data Create a data frame for NIRWise PLUS applications
proximate_merge Merge datasets of class 'proximate_data'
proximate_read_cal Read model parameters from ProxiMate .cal files
proximate_read_data Read ProxiMate (.tsv) files
proximate_read_nax Reads and summarizes ProxiMate spectroscopic applications (nax files)
proximate_recalibrate_nax Recalibrate a nax file
proximate_write_data Write NIRWise PLUS readable tab-separated files
proximate_write_model Write calibration (.cal), project (.prj) and report (.rtf) files to a specified directory
proximate_write_nax Create an application file for the given list of models
proximetricsR Overview of the proximetricsR package
proxiscout_read_data Read and parse ProxiScout data from CSV or XLSX files
proxiscout_repetition_pattern ProxiScout repetition pattern
proxiscout_write_data Write data files for ProxiScout devices
proxiscout_write_model Write a calibration model to ProxiScout JSON format
read_spc Read and format spectral data from a file
spectral_fit The spectral_fit class
validate Validate predictions of class "spectral_prediction"
validate_prediction Validate predictions of class "spectral_prediction"