investr: Inverse Estimation/Calibration Functions

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Functions to facilitate inverse estimation (e.g., calibration) in linear, generalized linear, nonlinear, and (linear) mixed-effects models. A generic function is also provided for plotting fitted regression models with or without confidence/prediction bands that may be of use to the general user.

Author
Brandon M. Greenwell
Date of publication
2016-04-09 09:39:09
Maintainer
Brandon M. Greenwell <greenwell.brandon@gmail.com>
License
GPL (>= 2)
Version
1.4.0
URLs

View on CRAN

Man pages

AnyNA
'Not Available' / Missing Values
arsenic
Concentrations of arsenic in water samples
beetle
Dobson's Beetle Data
calibrate
Calibration for the simple linear regression model.
crystal
Crystal weight data
invest
Calibration for Linear and Nonlinear Regression Models.
investr
investr: a package for inverse estimation in R
makeData
Make new data frame
makeX
Design Matrix for Fixed and Random Effects
nasturtium
Bioassay on Nasturtium
plot.bootCal
Plots of the Output of a Bootstrap Calibration Simulation
plotFit
Plotting Confidence/Prediction Bands
predFit
Predictions from a Fitted Model
Sigma
Extract residual standard error
varY
Evaluate response variance

Files in this package

investr
investr/inst
investr/inst/CITATION
investr/tests
investr/tests/testthat.R
investr/tests/testthat
investr/tests/testthat/test-utilities.R
investr/tests/testthat/test-plotFit.R
investr/tests/testthat/test-invest.R
investr/tests/testthat/test-calibrate.R
investr/tests/testthat/test-predFit.R
investr/tests/testthat/test-simulate.R
investr/NAMESPACE
investr/NEWS.md
investr/data
investr/data/arsenic.rda
investr/data/crystal.rda
investr/data/beetle.rda
investr/data/nasturtium.rda
investr/R
investr/R/investr.R
investr/R/predFit.R
investr/R/invest.R
investr/R/calibrate.R
investr/R/utilities.R
investr/R/plotFit.R
investr/R/data.R
investr/R/simulate.nls.R
investr/README.md
investr/MD5
investr/DESCRIPTION
investr/man
investr/man/makeX.Rd
investr/man/varY.Rd
investr/man/crystal.Rd
investr/man/arsenic.Rd
investr/man/invest.Rd
investr/man/beetle.Rd
investr/man/AnyNA.Rd
investr/man/Sigma.Rd
investr/man/predFit.Rd
investr/man/nasturtium.Rd
investr/man/investr.Rd
investr/man/plot.bootCal.Rd
investr/man/plotFit.Rd
investr/man/makeData.Rd
investr/man/calibrate.Rd