Package: NADA2 1.1.8

NADA2: Data Analysis for Censored Environmental Data

Contains methods described by Dennis Helsel in his book "Statistics for Censored Environmental Data using Minitab and R" (2011) and courses and videos at <https://practicalstats.com>. This package adds new functions to the `NADA` Package.

Authors:Paul Julian [aut, cre], Dennis Helsel [aut, cph]

NADA2_1.1.8.tar.gz
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NADA2.pdf |NADA2.html✨
NADA2/json (API)
NEWS

# Install 'NADA2' in R:
install.packages('NADA2', repos = c('https://swampthingpaul.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/swampthingpaul/nada2/issues

Datasets:

On CRAN:

6.20 score 14 stars 16 scripts 407 downloads 43 exports 109 dependencies

Last updated 3 months agofrom:74d17f6c31. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 05 2024
R-4.5-winNOTENov 05 2024
R-4.5-linuxNOTENov 05 2024
R-4.4-winNOTENov 05 2024
R-4.4-macNOTENov 05 2024
R-4.3-winNOTENov 05 2024
R-4.3-macNOTENov 05 2024

Exports:anosimPlotATSATSminibestaicbinaryClustbinaryDissbinaryMDSbinarySimcboxplotcen_ecdfcen_pairedcen_signedranktestcen_signtestcen1waycen2meanscen2waycenanovacenCompareCdfscenCompareQQcencorregcenperm2cenpermanovacenPredIntcenQQcenregQQcenseakencenTolIntcentrendcentrendseacfitcomputeSequivalent_nkenplotordrankspartplotsppw.testROSciuMDSUscUsciuscoreuscoresuscoresi

Dependencies:abindbackportsbootbroomcarcarDatacenGAMcliclustercodetoolscoincolorspacecommonmarkcorrplotcowplotcpp11curldata.tableDerivdoBydplyrEnvStatsevaluateexactRankTestsfansifarverfitdistrplusFormulagenericsggplot2ggpubrggrepelggsciggsignifggtextgluegridExtragridtextgtablehighrisobandjpegKendallkm.ciKMsurvknitrlabelinglatticelibcoinlifecyclelme4magrittrmarkdownMASSMatrixMatrixModelsmatrixStatsmaxstatmgcvmicrobenchmarkminqamodelrmodeltoolsmultcompmunsellmvtnormNADAnlmenloptrnnetnortestnumDerivpbkrtestpermpermutepillarpkgconfigpngpolynompurrrquantregR6RColorBrewerRcppRcppEigenrlangrstatixsandwichscalesSparseMstringistringrsurvivalsurvminersurvMiscTH.datatibbletidyrtidyselectutf8vctrsveganviridisLitewithrxfunxml2xtableyamlzoo

Censored Data Analysis

Dennis Helsel and Paul Julian

Rendered fromCensored_Data_Analysis.Rmdusingknitr::rmarkdownon Nov 05 2024.

Last update: 2024-09-06
Started: 2023-09-11

Readme and manuals

Help Manual

Help pageTopics
Permutation Analysis of Similarity (anosim) for Censored DataanosimPlot
Atrazine concentrations in Nebraska ground wateratrazine
Akritas-Theil-Sen line for censored dataATS
Kendall's tau and ATS line for censored dataATSmini
Find the lowest AIC multiple regression modelbestaic
Cluster Matrix of Binary Censored DatabinaryClust
Binary dissimilarity coefficient matrixbinaryDiss
Plot Nonmetric Multidimensional Scaling of binary censored databinaryMDS
Binary similarity coefficient matrixbinarySim
BrumbaughBrumbaugh
Draws censored boxplotscboxplot
Censored Empirical Cumulative Distribution Functioncen_ecdf
Censored data paired t-testcen_paired
Wilcoxcon Signed-Rank test for censored datacen_signedranktest
Sign test for censored datacen_signtest
Peto-Peto one-factor testcen1way
Censored data two-group test for difference in meanscen2means
Parametric Two Factor Fixed Effects ANOVA for censored datacen2way
ANOVA for censored datacenanova
Comparison of empirical cdf of censored datacenCompareCdfs
Censored Q-Q Plot comparisoncenCompareQQ
Correlation and Regression with censored datacencorreg
Censored two-group permutation testcenperm2
Censored data one-factor permutation testcenpermanova
Prediction interval for censored datacenPredInt
Q-Q Plot censored datacenQQ
Q-Q plot of censored regression residualscenregQQ
Seasonal Kendall permutation test on censored datacenseaken
Upper Tolerance interval for censored datacenTolInt
Trend analysis of censored data with a covariatecentrend
Trend analysis of censored data with a covariate and seasonal blockscentrendsea
Compute an ECDF and Distribution Parameters for Censored Datacfit
Kendall's S-statistic for permutations of censored datacomputeS
Censored data sample sizeequivalent_n
Example1Example1
Example2Example2
Example3Example3
Gales_CreekGales_Creek
Plot robust median ATS line for censored datakenplot
MarkersMarkers markers
Computes ranks of data with one or multiple detection limitsordranks
Partial plots for censored MLE regressionpartplots
PbHeronPbHeron
Thiamethoxam concentrations in pollenPollen_Thia
Test for difference in left-censored samplesppw.test
ReconLogisticReconLogistic
Computes confidence intervals on regression on order statistics (ROS) meanROSci
TCE2TCE2
Plot U-score Nonmetric Multidimensional Scaling of censored datauMDS
U-scores for (non-interval, sinle-column) Censored DataUsc
Interval-censored U-ScoreUsci
U-score (individual value)uscore
Uscores for multiple columns of censored datauscores
U-scores for interval-censored data (multiple columns)uscoresi