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Reading ion count data

Checking files, and loading ion count data and associated meta-data.

ICdir_chk()
Check if directory is suitable for point
point_example()
Get path to point example
read_IC() read_meta()
Read raw ion count data
unfold() fold()
Access and hide IC metadata

Correcting ion count data

Functions to correct pulsed ion coun data for systematic machine-induced biases.

cor_IC()
Process raw ion count data
cor_yield() cor_DT()
Correct ion detection bias
QSA_test()
QSA test
predict_ionize()
Predicting trends in ionization efficiency
zeroCt()
Remove analytical runs with zero counts

Analysing ion count data

Functions to calculate internal and external precision of pulsed ion count data of single ions and ion ratios.

stat_X() stat_R()
Analyse raw ion count data
stat_SDprop()
Propagation of errors for isotope ratios

Diagnostics of ion count data

Functions to check for internal consistency of ion count ratio data; enabling detection of isotopic variability in the analyte.

diag_R()
Diagnostics isotope count data
Cameca() CooksD() CV() Rm() norm_E() QQ() IR()
Family of diagnostics functions for isotope count ratios
eval_diag()
Evaluate effect size and significance of outliers on R
formula_parser()
Linear model parser

Miscellaneous tools to handle ion count data

Functions for easy plotting and printing of ion count data.

cov_R()
Function for co-variate conversion of isotope systems
ion_labeller() R_labeller() stat_labeller()
Chemical species names for plots and tables
twodens()
Plotting highly dens data (inspired by Thomas Mock)

Helpers for isotope systematics

Converting between relative and absoluate isotope abudance and delta notation.

calib_R()
Calibration of isotope ratios
reference_R
The reference materials used for common isotope systems after the USGS)

Datasets

Real and simulated data as well as information on methods

names_cameca
The data associated with Cameca NanoSIMS 50L
names_model
The regression model names associated with point::diag_R()
names_plot
The plot types for diagnostic tests available in point
names_stat_R
The statistics associated with point::stat_R()
names_stat_X
The statistics associated with point::stat_X()
simu_IC
Simulated ion count dataset
simu_R()
Simulate ion count data
cameca_stat_R
Reference Cameca R statistics
cameca_stat_X
Reference Cameca X statistics
real_IC
Real ion count dataset
point
point: A package for reading, processing, and analysing raw ion count data.