Detection and Attribution Analysis of Climate Change

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Documentation for package ‘dacc’ version 0.1.0

• DESCRIPTION file

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Covest	Regularized estimators for covariance matrix.
fingerprint	Detection and attribution of climate change
fingerprintLatent	Detection and attribution under a latent factor model
fingerprintLegacy	Legacy fingerprinting methods for comparison and reproducibility
fingerprintPoly	Detection and attribution with polynomial shrinkage under variance heterogeneity
fpPrep	Process netCDF4 Gridded Data into Format of the fingerprint() Function
globalDat	Sample Dataset Used in Numerical Studies of "Detection and Attribution Analysis of Temperature Changes with Estimating Equations".
plot.fingerprint	Plot standardized fingerprinting residuals
simDat	Sample Dataset in Simulation Studies of "Regularized Fingerprinting in Detection and Attribution of Climate Change with Weight Matrix Optimizing the Efficiency in Scaling Factor Estimation".