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Description

Apps and Data for the Book "Introduction to Statistics".

Functions, Shiny apps and data for the book "Introduction to Statistics" by Wolfgang Karl Härdle, Sigbert Klinke, and Bernd Rönz (2015) <doi:10.1007/978-3-319-17704-5>.

HKRbook

Introduction to Statistics

The book Introduction to Statistics by W. Härdle, S.Klinke and B. Rönz has been published in 2015 by Springer Verlag (paper/pdf/epub).

It covers all the topics found in introductory descriptive statistics courses, including simple linear regression and time series analysis, the fundamentals of inferential statistics (probability theory, random sampling and estimation theory), and inferential statistics itself (confidence intervals, testing).

Interactive examples from the book

The interactive examples in the book could be reached via web link of the form https://u.hu-berlin.de/men_xxxx. In the package HKRbook these links has been replaced by functions men_xxxx().

# install the package once from CRAN
# install.packages("HKRbook")
library("HKRbook")
men_asso()  # calls the Shiny app behind "https://u.hu-berlin.de/men_asso"
# Additionally you may use your data sets, for details see ?men_asso
men_asso(Titanic)

However, we streamlined some apps since they are more or less duplicates from each other.

R functionParametersContentBook link (https://u.hu-berlin.de/)
men_asso()data set(s)Association of categorical datamen_asso, men_tab2
men_bin()parametersBinomial distributionmen_bin
men_ci1()data set(s)Confidence interval for the meanmen_ci1
men_ci2()data set(s)Confidence interval for the difference of two meansmen_ci2
men_cilen()--Necessary sample size for confidence intervalmen_cilen
men_cipi()data set(s)Confidence interval for the proportionmen_cipi
men_cisig()data set(s)Confidence interval for the variancemen_cisig
men_corr()data set(s)Scatterplots and correlationmen_corr, men_plot
men_die()--Die rolling sisters (Bayes theorem)men_die
men_dot()data set(s)Dot plot/strip chartmen_dot1, men_dot2
men_exp()parametersExponential distributionmen_exp
men_hall()--Monty Hall problemmen_hall
men_hist()data set(s)Histogrammen_hist
men_hyp()parametersHypergeometric distributionmen_hyp
men_norm()parametersNormal distributionmen_norm
men_parn()parameterDistribution of sample parameters of a numerical variable
men_poi()parameterPoisson distributionmen_poi
men_rank()data set(s)Rank correlation of ordered variablesmen_rank
men_regr()data set(s)Simple linear regressionmen_regr
men_tab()data set(s)Frequencies table/Crosstable
men_terr()data set(s)Test of mean with type I and II errormen_terr
men_time()time seriesClassical time series analysismen_time1, men_time2, men_time3
men_tmu1()data set(s)Test for meanmen_tmu1
men_tmu2()data set(s)Test for mean differencemen_tmu2
men_tprop()data set(s)Binomial testmen_tprop
men_vis()data set(s)Visualizations of a numeric variablemen_vis.
Metadata

Version

0.1.3

License

Unknown

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