Nonparametric Statistical Methods

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Documentation for package ‘npsm’ version 2.0.0

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acov231 Analysis of Covariance Example for a two by three two-way design
aligned.test Aligned Rank Test
baseball_players1000 Career Information for a Random Sample of 1000 Baseball Players
bb2010 Batting statistics for the 2010 baseball season.
blood.plasma Blood plasma measurements related to total triglyceride level
brewers1982 Basic Summaries of Boxscores for the Milwaukee Brewers 1982 Season
cancertrt Survival time based on two treatments
centerx Center Matrix
cloud Cloud Dewpoint
cor.boot.ci Confidence interval for a correlation based on a bootstrap.
energy Energy as a Function of temperature difference.
firstbase Rounding First Base.
fk.test Two-sample Fligner-Kileen test for homogeneous scales.
fkk.test k-Sample version of the Fligner-Kileen test for homogeneous scales.
fp.test Placement Test for the Behrens-Fisher problem.
gehan.test Gehan generalization the Wilcoxon two-sample test
getxact Design Function for Robust Analysis of Covariance
getxact2 Design Function for Robust Analysis of Covariance
hemorrhage Hemorrhage data from Dupont.
hl.ci Hodges-Lehmann type estimation and confidence intervals.
hodges_lehmann.ci Hodges-Lehmann type estimation and confidence intervals.
hodgkins Relapse-Free Survival Times for Hodgkin's Disease Patients
hogg.test Hogg's Adaptive Test
HoggsQs Hogg's Q1 and Q2.
huitema496 Analysis of Covarince Data Set
insulation Insulating Fluid Data
jonckheere Jonckheere's Test for Ordered Alternatives
kancova Robust Analysis of Covariance under Heterogeneous Slopes for a k-way layout
kancovarown routine used in the ANCOVA table obtained by kancova
knn_cv Train a k nearest neighbors (knn) classifer via cross validation (cv).
latour Chateau Latour Wine Data
lmean Internal Functions
mood.ci Mood Median Confidence Interval
onecova Robust Analysis of Covariance under Heterogeneous Slopes
onecovaheter Robust Analysis of Covariance under Heterogeneous Slopes
onecovahomog Robust Analysis of Covariance under Heterogeneous Slopes
place Placements.
plank Plank data
plot.knn_cv plot function for knn_cv
poly A Simulated Polynomial Data Set.
polydeg Degree of Polynomial Determination
print.fkk.test Internal print functions
print.hogg.test Internal print functions
print.knn_cv Internal print functions
print.npsm.ci Internal print functions
print.rank.test Internal print functions
prostate DES for treatment of prostate cancer.
Q1 Hogg's Q1 and Q2.
Q2 Hogg's Q1 and Q2.
qhic qhic
quail2 Quail from a two-factor experiment.
rank.test General scores rank test for two sample problem
rcn random contaminated normal deviates
rcnx Fat-Finger Error Contaminated Normal Deviates
rcnx100 Fat-Finger Error Contaminated Normal Deviates
rcnx_01_100 Fat-Finger Error Contaminated Normal Deviates
rcn_5_5 random contaminated normal deviates
rlaplace Random Laplace.
rs Simulated Regression Model
SCUD Cyclone Data
seinfeld Seinfeld - the sitcom - viewership counts by episode
sievers Doksum and Sievers rat data
signtest_pvalue p-value for a one sample sign test
simon Simon (the memory game) dataset
sim_class2 A simulated classification example with two variables and two classes (labels).
sincos Sine Cosine Model
speed Predict top speed based on miles per gallon
turtle Turtle Data
umean Internal Functions
vanElteren.test vanElteren test for stratified analysis
weather January Weather Data for Kalamazoo
wilson.ci Wilson (score) confidence interval for a population proportion.