\name{NEWS}
\title{News for Package \pkg{coin}}

\section{Changes in version 1.4-3 (2023-09-26)}{
  \subsection{Bug fixes}{
    \itemize{
      \item Supplying case weights to tests for marginal homogeneity or symmetry
            hypotheses appeared to work, but returned incorrect test statistics
            and \eqn{p}-values; it now results in an error.
    }
  }
  \subsection{User-visible changes}{
    \itemize{
      \item The shift algorithm is now computationally more efficient and allows
            for user interrupt.

      \item Documentation updates.
    }
  }
  \subsection{Other changes}{
    \itemize{
      \item The Fligner-Killeen test, the Conover-Iman test and the Quade test
            performed transformations of the response variable prior to applying
            the influence function; these transformations are now done within the
            influence function.
    }
  }
}

\section{Changes in version 1.4-2 (2021-10-07)}{
  \subsection{Bug fixes}{
    \itemize{
      \item Partial matching of argument \code{teststat} failed for
            \code{formula} methods.
    }
  }
  \subsection{User-visible changes}{
    \itemize{
      \item Documentation updates.
    }
  }
  \subsection{Other changes}{
    \itemize{
      \item Package \pkg{libcoin} \eqn{\ge}{>=}1.0-9 is now required.
    }
  }
}

\section{Changes in version 1.4-1 (2021-02-08)}{
  \subsection{Bug fixes}{
    \itemize{
      \item Fix LaTeX problem.
    }
  }
}

\section{Changes in version 1.4-0 (2021-01-15)}{
  \subsection{New features}{
    \itemize{
      \item The Peto-Peto test for right-censored data is now available (see
            \code{?logrank_test} and \code{?logrank_weight}).

      \item The Moore-Penrose inverse of the conditional covariance matrix can
            now be extracted (see \code{?covariance}).

      \item For tests of conditional independence within blocks, i.e.,
            stratified tests, the partial linear statistic for each block and
            its conditional expectation and variance as well as its conditional
            covariance and corresponding Moore-Penrose inverse can now be
            extracted (see \code{?statistic}, \code{?expectation},
            \code{?variance} and \code{?covariance}).
    }
  }
  \subsection{Bug fixes}{
    \itemize{
      \item Exact multivariate two-sample tests with quadratic test statistics
            appeared to work but returned incorrect \eqn{p}-values; it now
            results in an error.

      \item Extraction of the standardized linear statistic from objects of
            class \code{"IndependenceLinearStatistic"} resulted in an error.
    }
  }
  \subsection{User-visible changes}{
    \itemize{
      \item Extraction of the conditional expectation or variance now returns a
            matrix instead of a vector (for consistency with linear statistics
            and \eqn{p}-values).

      \item The test size is now computed more efficiently.

      \item Documentation updates.
    }
  }
  \subsection{Other changes}{
    \itemize{
      \item The internal storage of the linear statistic and its conditional
            expectation and covariance, i.e., slots \code{linearstatistic},
            \code{expectation} and \code{covariance} in classes inheriting from
            \code{"IndependenceLinearStatistic"}, as well as the Moore-Penrose
            inverse of the conditional covariance, i.e., slot
            \code{covarianceplus} in classes inheriting from
            \code{"QuadTypeIndependenceTestStatistic"}, has been changed.  In
            particular, the conditional covariance and its Moore-Penrose inverse
            now use a memory-efficient packed format.

      \item \R \eqn{\ge}{>=}3.6.0 and package \pkg{libcoin} \eqn{\ge}{>=}1.0-5
            are now required.
    }
  }
  \subsection{Deprecated and defunct}{
    \itemize{
      \item Classes \code{"Variance"}, \code{"CovarianceMatrix"} and
            \code{"VarCovar"} are now deprecated.
    }
  }
}

\section{Changes in version 1.3-1 (2019-08-22)}{
  \subsection{Bug fixes}{
    \itemize{
      \item Precision issues in point and interval estimates associated with
            location and scale problems.
    }
  }
  \subsection{User-visible changes}{
    \itemize{
      \item The density, distribution and quantile functions now propagate any
            attributes of the \code{x}, \code{q} and \code{p} arguments,
            respectively, to the results.

      \item Documentation updates.
    }
  }
}

\section{Changes in version 1.3-0 (2019-03-04)}{
  \subsection{New features}{
    \itemize{
      \item Ordered factors can now be transformed to a finite collection of
            order-restricted scores (see \code{?zheng_trafo}); this can be used
            to formulate score-independent tests for ordered categorical data
            (see \code{?malformations}, \code{?jobsatisfaction} and
            \code{?vision}).

      \item The test size, i.e., the actual significance level, of approximative
            (Monte Carlo) and exact tests can now be computed (see
            \code{?size}).

      \item The centered linear statistic can now be extracted (see
            \code{?statistic}).

      \item \eqn{P}-values can now be extracted from objects of class
            \code{"PValue"} using \code{pvalue()}.
    }
  }
  \subsection{Bug fixes}{
    \itemize{
      \item Adjusted \eqn{p}-values based on the approximative (Monte Carlo)
            marginal null distributions were incorrect under some circumstances.

      \item The point and/or interval estimate of the ratio of scales parameter
            (for tests against scale alternatives) were incorrect when using the
            asymptotic null distribution.

      \item Exact distributions of symmetry tests for paired data, e.g., the
            exact sign and Wilcoxon signed-rank tests, used the
            Streitberg-\enc{Röhmel}{Roehmel} algorithm for independent samples
            instead of the more efficient version for dependent samples.

      \item The class definition of \code{"PValue"} erroneously included the
            \code{midpvalue} and \code{pvalueinterval} slots; these slots are
            now part of the \code{"NullDistribution"} subclass (as they should
            have been originally).
    }
  }
  \subsection{User-visible changes}{
    \itemize{
      \item Asymptotic and exact \eqn{p}-values smaller than machine precision,
            i.e., \code{.Machine$double.eps}, or approximative (Monte Carlo)
            \eqn{p}-values smaller than resampling precision, i.e.,
            \code{1 / nresample}, are now reported as such in the printed
            output.

      \item Computations on the approximative (Monte Carlo) null distribution,
            e.g., adjusted \eqn{p}-values for maximum-type tests, are now more
            efficient.

      \item The Pearson chi-squared test is now computed more efficiently.

      \item Extracting the test statistic or the (global) \eqn{p}-value returned
            a named result under some circumstances; the results are now
            unnamed.

      \item The quantile function now returns a named vector if its \code{p}
            argument is named.

      \item Objects of class \code{"ApproxNullDistribution"} now has a slot
            \code{nresample} containing the number of Monte Carlo replicates.

      \item Classes \code{"ExpectCovar"} and \code{"ExpectCovarInfluence"} have
            been moved to the \pkg{party} package.

      \item The \sQuote{coin_implementation} vignette has been renamed to
            \sQuote{Implementation}.

      \item Documentation updates.
    }
  }
  \subsection{Other changes}{
    \itemize{
      \item The linear statistic, its conditional expectation and covariance,
            and permuted linear statistics are now computed by package
            \pkg{libcoin}.

      \item \code{confint()} is now an \proglang{S4} method.

      \item \R \eqn{\ge}{>=}3.4.0 and packages \pkg{stats4} and
            \pkg{matrixStats} are now required.
    }
  }
  \subsection{Deprecated and defunct}{
    \itemize{
      \item The \code{B} argument of \code{approximate()} and
            \code{ApproxNullDistribution()} is now deprecated and has been
            replaced by \code{nresample} (for consistency with the
            \pkg{libcoin}, \pkg{party} and \pkg{partykit} packages).

      \item Class \code{"PValue"} is now deprecated.
    }
  }
}

\section{Changes in version 1.2-2 (2017-11-28)}{
  \subsection{Other changes}{
    \itemize{
      \item The \pkg{libcoin} regression tests are now in \pkg{libcoin} 1.0-0.
    }
  }
}

\section{Changes in version 1.2-1 (2017-07-16)}{
  \subsection{Bug fixes}{
    \itemize{
      \item Precision issue in the quantile function of exact null distributions
            computed by the shift algorithm.
    }
  }
}

\section{Changes in version 1.2-0 (2017-06-20)}{
  \subsection{New features}{
    \itemize{
      \item The Gaugler-Kim-Liao class of tests for right-censored data is now
            available (see \code{?logrank_test} and \code{?logrank_weight}).

      \item The \code{pvalue()}, \code{midpvalue()} and \code{pvalue_interval()}
            methods for objects of class \code{"NullDistribution"} are now
            vectorized.
    }
  }
  \subsection{Bug fixes}{
    \itemize{
      \item Precision issue in the density function of approximative (Monte
            Carlo) null distributions.  This also impacts mid-\eqn{p}-values and
            \eqn{p}-value intervals.

      \item Precision issue in the support of approximative (Monte Carlo) null
            distributions.

      \item Precision issue in the symmetric median scores transformation.

      \item The weighted logrank transformation returned nonsense scores when
            supplied non-right-censored input; it now results in an error.

      \item The maximally selected statistics transformation for ordered factors
            returned the wrong labels under some circumstances.
    }
  }
  \subsection{User-visible changes}{
    \itemize{
      \item The \code{ties.method} argument of \code{logrank_trafo()} no longer
            allows using \code{"logrank"} and \code{"HL"} to specify mid-ranks
            and the Hothorn-Lausen method, respectively.

      \item Documentation updates.
    }
  }
  \subsection{Deprecated and defunct}{
    \itemize{
      \item Function \code{surv_test()} is now defunct.

      \item Option \code{method = "discrete"} in \code{pvalue()} is now defunct.

      \item The \code{dperm()}, \code{pperm()} and \code{qperm()} methods for
            objects of class \code{"AsymptNullDistribution"} are no longer
            needed and have been removed.
    }
  }
}

\section{Changes in version 1.1-3 (2016-11-24)}{
  \subsection{Bug fixes}{
    \itemize{
      \item Objects of class \code{"AsIs"} were handled incorrectly in some
            cases, leading to, e.g., misleading error messages or test
            statistics having the wrong sign.

      \item Supplying decreasing scores for ordered factors with two levels
            using the test functions' \code{scores} argument resulted in
            increasing normalized scores, leading to test statistics having the
            wrong sign.

      \item The transformation function for ordered factors did not return
            normalized scores in the two-level case when argument \code{scores}
            was used.

      \item Precision issues in confidence intervals for location and scale
            problems.

      \item When the general symmetry and marginal homogeneity tests were
            applied to an object of class \code{"table"}, the levels of the
            measurement conditions were not preserved (but reordered
            alphabetically).
    }
  }
  \subsection{User-visible changes}{
    \itemize{
      \item Documentation updates.
    }
  }
  \subsection{Other changes}{
    \itemize{
      \item Package \pkg{mvtnorm} \eqn{\ge}{>=}1.0-5 is now required.
    }
  }
}

\section{Changes in version 1.1-2 (2015-11-13)}{
  \subsection{Bug fixes}{
    \itemize{
      \item \code{of_trafo()} did not handle ordered factors of length one.

      \item Parallel operation (via \code{approximate()}) changed the random
            number generator state upon first invocation unless package
            \pkg{parallel}'s namespace had already been loaded.
    }
  }
  \subsection{User-visible changes}{
    \itemize{
      \item Documentation updates.
    }
  }
}

\section{Changes in version 1.1-1 (2015-10-25)}{
  \subsection{Bug fixes}{
    \itemize{
      \item Methods \code{initialize()} and \code{show()} were not imported from
            package \pkg{methods}.
    }
  }
  \subsection{User-visible changes}{
    \itemize{
      \item Documentation and vignette updates.
    }
  }
}

\section{Changes in version 1.1-0 (2015-08-14)}{
  \subsection{New features}{
    \itemize{
      \item The Fisher-Yates correlation test (based on van der Waerden scores)
            is now available (see \code{?fisyat_test}).

      \item The quadrant test is now available (see \code{?quadrant_test}).

      \item The Koziol-Nemec test and its corresponding transformation function
            are now available (see \code{?koziol_test} and
            \code{?koziol_trafo}).

      \item The Savage test and its corresponding transformation function are
            now available (see \code{?savage_test} and \code{?savage_trafo}).

      \item The Taha test is now available (see \code{?taha_test}).

      \item The Klotz test and its corresponding transformation function are now
            available (see \code{?klotz_test} and \code{?klotz_trafo}).

      \item The Mood test and its corresponding transformation function are now
            available (see \code{?mood_test} and \code{?mood_trafo}).

      \item The Conover-Iman test is now available (see \code{?conover_test}).

      \item The weighted logrank test and its corresponding transformation
            function are now available, including weights for generalized
            Wilcoxon tests (Gehan-Breslow, Prentice, Prentice-Marek and
            Andersen-Borgan-Gill-Keiding), the Tarone-Ware class of tests, the
            Fleming-Harrington class of tests and the Self class of tests (see
            \code{?logrank_test}, \code{?logrank_trafo} and
            \code{?logrank_weight}).

      \item The sign test for paired data is now available (see
            \code{?sign_test}).

      \item The Quade test is now available (see \code{?quade_test}).

      \item The Pearson chi-squared test, the generalized
            Cochran-Mantel-Haenszel test and the linear-by-linear association
            test now allow the alternative hypothesis to be specified in the
            doubly ordered case, i.e., when both the response variable and the
            explanatory variable are ordered factors (see \code{?chisq_test},
            \code{?cmh_test} and \code{?lbl_test}).

      \item The Kruskal-Wallis test, the van der Waerden test, the Brown-Mood
            median test, the logrank test and the Friedman test now allow the
            alternative hypothesis to be specified when the explanatory variable
            is an ordered factor (see \code{?kruskal_test}, \code{?normal_test},
            \code{?median_test}, \code{?logrank_test} and
            \code{?friedman_test}).

      \item The marginal homogeneity test now handles ordered responses and/or
            ordered measurement conditions and allows the alternative hypothesis
            to be specified in the doubly ordered case (see \code{?mh_test}).

      \item The Brown-Mood median test and its corresponding transformation
            function now offer the choice of three different versions of the
            mid-score (see \code{?median_test} and \code{?median_trafo}).

      \item The van der Waerden test, the Brown-Mood median test and the
            Ansari-Bradley test now handle \eqn{K}-sample problems (see
            \code{?normal_test}, \code{?median_test} and \code{?ansari_test}).

      \item The Fligner-Killeen test now handles two-sample problems (see
            \code{?fligner_test}).

      \item Maximally selected statistics can now be computed for objects of
            class \code{"table"} (see \code{?maxstat_test}).

      \item \code{symmetry_test()} has gained a new argument \code{paired} that
            is used to indicate if paired data have been transformed in such a
            way that the resulting unstandardized linear statistic is the sum of
            the absolute values of the positive differences between the paired
            observations (see \code{?symmetry_test}).

      \item All transformation functions are now passing through missing values.

      \item New function for rank transformations (see \code{?rank_trafo}).

      \item New function for maximally selected statistics transformation of
            ordered factors (see \code{?ofmaxstat_trafo}).

      \item The Conover-Salsburg transformation function now allows the \eqn{a}
            constant to be set (see \code{?consal_trafo} and
            \code{?neuropathy}).

      \item The transformation function for ordered factors has gained a new
            argument \code{scores} that provides an alternative way of attaching
            scores to ordinal variables (see \code{?of_trafo}).

      \item The approximative (Monte Carlo) null distribution can now be
            obtained by parallel operation using package \pkg{parallel} (see
            \code{?approximate}).

      \item The exact null distribution of test statistics based on quadratic
            forms can now be obtained in the univariate two-sample case.

      \item The exact null distribution can now be obtained for tests specified
            with case weights, implying that exact \eqn{p}-values can be
            computed for \eqn{2 \times 2}{2 x 2} tables or \eqn{K \times 2}{K x
              2} tables with \eqn{K} ordered categories.

      \item Evaluation of the null distribution can now be suppressed for all
            test procedures by setting \code{distribution = "none"}.

      \item The mid-\eqn{p}-value can now be computed and is accompanied by a 99
            \% mid-\eqn{p} confidence interval when resampling has been used to
            obtain the null distribution (see \code{?midpvalue}).

      \item The \eqn{p}-value interval can now be computed (see
            \code{?pvalue_interval}).

      \item Step-down adjusted \eqn{p}-values based on the joint distribution of
            the test statistics can now be obtained when the asymptotic null
            distribution is used.

      \item Adjusted \eqn{p}-values based on the marginal distributions of the
            test statistics can now be obtained when the asymptotic null
            distribution is used.

      \item Adjusted \eqn{p}-values based on the marginal distributions of the
            test statistics now use a max-\eqn{T} procedure, instead of a
            min-\eqn{P} (which is now deprecated), incorporating discrete
            distributional characteristics when the approximative (Monte Carlo)
            null distribution is used (see \code{?pvalue}).

      \item Single-step or step-down adjusted \eqn{p}-values based on the
            marginal distributions of the test statistics can now be obtained
            using the Bonferroni or the \enc{Šidák}{Sidak} method (see
            \code{?pvalue}).

      \item Unadjusted \eqn{p}-values can now be obtained (see \code{?pvalue}).

      \item Random numbers can now be generated from the permutation
            distribution (see \code{?rperm}).

      \item New data sets on gastric cancer, congenital sex organ
            malformation and unaided distance vision have been added (see
            \code{?GTSG}, \code{?malformations} and \code{?vision}).
    }
  }
  \subsection{Bug fixes}{
    \itemize{
      \item The standardized linear statistic of the Pearson chi-squared test
            was off by a factor \eqn{\sqrt{n / (n - 1)}}{sqrt(n / (n - 1))}.

      \item The Pearson chi-squared test ignored user-specified transformations.

      \item Partial matching of the \code{scores} argument did not work for
            Pearson's chi-squared test and the marginal homogeneity test.

      \item The Fisher-Pitman permutation test, the Wilcoxon-Mann-Whitney test,
            the Kruskal-Wallis test, the van der Waerden test, the Brown-Mood
            median test, the Ansari-Bradley test, the Fligner-Killeen test, the
            Wilcoxon signed-rank test, the Friedman test and the Page test did
            not return an error message when supplied with a censored response
            variable.

      \item The Brown-Mood median test \eqn{p}-value computation used the wrong
            tail of the null distribution in the one-sided case.

      \item The test statistic of the Wilcoxon signed-rank test had the wrong
            sign under some circumstances, due to being based on the sum of the
            absolute values of the negative differences, instead of the
            positive, between the paired measurements.

      \item The Friedman test did not warn when case weights were supplied.

      \item Maximally selected statistics did not handle user-specified scores
            for ordinal variables correctly.

      \item Two-sample problems were not identified as such if the grouping
            variable had unused factor levels, causing problems if, e.g., trying
            to use the \code{subset} argument of \code{formula} methods.

      \item Stratified tests were not allowed if \code{block} had unused factor
            levels, causing problems, e.g., if trying to use the \code{subset}
            argument of the \code{formula} methods.

      \item Transformations involving ordered factors or survival data failed
            under some circumstances when performed within blocks.

      \item The maximally selected statistics transformation for factors dropped
            its column names under some circumstances.

      \item The maximally selected statistics transformation for factors
            retained unused levels.

      \item Approximative (Monte Carlo) \eqn{p}-values for stratified tests were
            wrong when the data were not ordered with respect to the blocks.

      \item Exact \eqn{p}-values for stratified tests were wrong when each block
            contained precisely two observations.

      \item Exact \eqn{p}-values for tests with an ordinal grouping variable
            were wrong.

      \item The smallest single-step and step-down adjusted \eqn{p}-values
            differed from the global \eqn{p}-value under some circumstances.

      \item Single-step adjusted \eqn{p}-values were too small when the support
            of the null distribution contained values equal to the observed test
            statistics.

      \item Monotonicity of step-down adjusted \eqn{p}-values was not enforced
            when using the approximative (Monte Carlo) null distribution.

      \item The density function of asymptotic permutation distributions for
            maximum-type tests returned nonsense; it now reports \code{NA}.

      \item The density function of approximative (Monte Carlo) permutation
            distributions returned nonzero probabilities for values not included
            in the support.

      \item The density function of exact permutation distributions returned a
            zero-length vector for values not included in the support; the
            probability of such values are now reported as \samp{0}.

      \item The distribution and quantile functions of asymptotic permutation
            distributions for maximum-type tests were not handling vector
            arguments correctly.

      \item The quantile function of exact permutation distributions reported
            \code{NA} when the 100 \% quantile was requested under some
            circumstances.

      \item The support of exact permutation distributions for stratified tests
            was not guaranteed to be distinct and ordered, which in turn caused
            failure when trying to obtain values from the density and quantile
            functions.

      \item The printed output of the Pearson chi-squared test and the
            generalized Cochran-Mantel-Haenszel test claimed that a
            \samp{Linear-by-Linear Association Test} had been carried out even
            in the singly ordered case, i.e., when either the response variable
            or the explanatory variable is an ordered factor; these are now
            reported as \samp{Generalized Pearson Chi-squared Test} and
            \samp{Generalized Cochran-Mantel-Haenszel Test}, respectively.

      \item The printed output of the Fisher-Pitman permutation test reported
            the parameter tested in the two-sample case when the explanatory
            variable was an ordered factor.

      \item The printed output of the one-sided Ansari-Bradley test reported the
            opposite direction of the specified alternative (but performed the
            test in the specified direction and thus reported the correct
            \eqn{p}-value).

      \item The printed output of the logrank test did not report whether a two-
            or \eqn{K}-sample test had been carried out.

      \item The printed output of the logrank test did not report the tested
            parameter in the two-sample case.

      \item The printed output of maximum-type tests did not include the
            alternative hypothesis.

      \item The printed output of the general symmetry test claimed that a
            \samp{General Independence Test} had been carried out; it is now
            reported as \samp{General Symmetry Test}.

      \item Objects of class \code{"SymmetryProblem"} were not checked for
            validity.
    }
  }
  \subsection{User-visible changes}{
    \itemize{
      \item The Pearson chi-squared test, the generalized
            Cochran-Mantel-Haenszel test, the linear-by-linear association test
            and the marginal homogeneity test now use a scalar test statistic in
            the doubly ordered case.

      \item The Fisher-Pitman permutation test, the Kruskal-Wallis test, the
            logrank test and the Friedman test now use a scalar test statistic
            in case the explanatory variable is an ordered factor.

      \item The Fisher-Pitman permutation test no longer allows the test
            statistic to be specified; a quadratic form is now used in the
            \eqn{K}-sample case.

      \item The Pearson chi-squared test, the generalized
            Cochran-Mantel-Haenszel test, the Kruskal-Wallis test, the Friedman
            test, the Fligner-Killeen test and the marginal homogeneity test no
            longer features the \code{distribution} argument (but still allow
            the type of null distribution to be specified).

      \item The Ansari-Bradley test no longer features the \code{alternative}
            argument (but still allows the alternative hypothesis to be
            specified).

      \item When the general symmetry test or the marginal homogeneity test is
            applied to a table, the variable indicating the measurement
            conditions has been renamed to \samp{conditions} (from
            \samp{groups}).

      \item The \code{teststat} argument no longer allows the use of
            maximum-type statistics and quadratic forms to be specified using
            \code{"maxtype"} and \code{"quadtype"}, respectively.

      \item The median and logrank transformations are now increasing functions.

      \item The default number of Monte Carlo replicates used to approximate the
            exact conditional distribution has been increased to 10000.

      \item The exact distribution of stratified test statistics is now obtained
            more efficiently, and especially so for large numbers of strata.

      \item \code{exact()} has \code{algorithm = "auto"} as its new default,
            preserving the behavior of \code{algorithm = "shift"} in previous
            versions of the package.

      \item The shift algorithm (\code{exact(algorithm = "shift")}) no longer
            silently switches to the split-up algorithm when non-integer scores
            are detected; it now fails with an error message.

      \item Single-step adjusted \eqn{p}-values based on the joint distribution
            of the test statistics are now computed slightly faster due to using
            only the unique realizations of the test statistics.

      \item The support of an asymptotic null distribution is now reported as
            \code{NA}.

      \item Small changes in the printed output of the Pearson chi-squared test,
            the Fisher-Pitman permutation test, the Wilcoxon-Mann-Whitney test,
            the van der Waerden test, the Brown-Mood median test, the marginal
            homogeneity test, the Wilcoxon signed-rank test, and generalized
            maximally selected statistics.

      \item The printed output of the Fisher-Pitman permutation test now reports
            that a \samp{Linear-by-Linear Association Test} is carried out when
            the explanatory variable is an ordered factor.

      \item In the printed output of the Ansari-Bradley test and the Spearman
            test the tested parameter has been renamed to \samp{ratio of scales}
            and \samp{rho}, respectively.

      \item \code{wilcoxsign_test.IndependenceProblem()} has been replaced by
            \code{wilcoxsign_test.SymmetryProblem()}.

      \item The \code{"IndependenceTestStatistic"} class is now virtual.

      \item Objects of class \code{"IndependenceProblem"} drop unused factor
            levels.

      \item Objects of classes \code{"ScalarIndependenceTestStatistic"} or
            \code{"QuadTypeIndependenceTestStatistic"} now have a \code{paired}
            slot.

      \item Objects of class \code{"ScalarIndependenceTest"} now has a
            \code{parameter} slot.

      \item Objects of classes \code{"ApproxNullDistribution"} or
            \code{"AsymptNullDistribution"} now have a slot \code{seed}
            containing the state of the random number generator.

      \item The package manual has been completely revised.

      \item The memory consumption during computations has been reduced.
    }
  }
  \subsection{Other changes}{
    \itemize{
      \item Henric Winell, a long-time collaborator who donated almost all
            changes in \pkg{coin} 1.1-0, is now listed as author.  Welcome on
            board, Henric!
    }
  }
  \subsection{Deprecated and defunct}{
    \itemize{
      \item \code{surv_test()} is now deprecated and has been replaced by
            \code{logrank_test()}.

      \item \code{method = "discrete"} in \code{pvalue()} is now deprecated.

      \item The Wilcoxon signed-rank test no longer features the defunct
            \code{ties.method} argument.
    }
  }
}

\section{Changes in version 1.0-24 (2014-09-17)}{
  \itemize{
    \item \code{as.integer(round(x))} is safer than \code{as.integer(x)} due to
          truncation in the latter.
  }
}

\section{Changes in version 1.0-23 (2013-09-03)}{
  \itemize{
    \item Fix \file{DESCRIPTION} and \file{NAMESPACE} issues.
  }
}

\section{Changes in version 1.0-22 (2013-04-16)}{
  \itemize{
    \item Documentation updates.

    \item Test update (for Sparc Solaris).
  }
}

\section{Changes in version 1.0-21 (2012-03-08)}{
  \itemize{
    \item Move \file{inst/doc/vignettes/*} to \file{vignettes/*}.

    \item New \code{CWD} data.
  }
}

\section{Changes in version 1.0-20 (2011-10-04)}{
  \itemize{
    \item Report a warning for rank tests with case weights.
  }
}

\section{Changes in version 1.0-19 (2011-08-17)}{
  \itemize{
    \item No \code{require()} in \code{.onLoad()}.
  }
}

\section{Changes in version 1.0-18 (2010-12-21)}{
  \itemize{
    \item \code{exact()} can not work for \code{symmetry_test()}; spotted by LE
          PAPE Gilles \email{lepape.gilles@neuf.fr}.
  }
}

\section{Changes in version 1.0-17 (2010-09-13}{
  \itemize{
    \item Add dependencies required for \file{tests/*}.
  }
}

\section{Changes in version 1.0-16 (2010-08-23)}{
  \itemize{
    \item Change \code{ties.method = c("HollanderWolfe", "Pratt")} to
          \code{zero.method = c("Pratt", "Wilcoxon")} in
          \code{wilcoxsign_test()} following a suggestion by Fritz Scholz.  A
          warning is fired to avoid misleading and nonreproducible results.

    \item Use \code{quantile(..., type = 1)} for computing approximate quantiles
          (suggested by Fritz Scholz).
  }
}

\section{Changes in version 1.0-14 (2010-08-10}{
  \itemize{
    \item Documentation \code{Biobase::expressionSet}.

    \item Further checks and better error messages for nonsense data in (paired)
          two-sample tests.
  }
}

\section{Changes in version 1.0-12 (2010-07-03)}{
  \itemize{
    \item Better error message for
          \code{wilcoxsign_test(c(1, 1, 1) ~ c(1, 1, 1))}.
  }
}

\section{Changes in version 1.0-11 (2010-04-13)}{
  \itemize{
    \item Bugfix in discrete MTP adjustment.
  }
}

\section{Changes in version 1.0-10 (2010-01-27)}{
  \itemize{
    \item Improve upon \code{qperm()} for van de Wiel algorithm again.
  }
}

\section{Changes in version 1.0-9 (2009-12-30)}{
  \itemize{
    \item Again precision issues in van de Wiel algorithm: \code{qperm()}
          suffered from too large tolerances of the inverted probability
          function.
  }
}

\section{Changes in version 1.0-8 (2009-10-30)}{
  \itemize{
    \item Precision issues in van de Wiel algorithm fixed.  In rare cases,
          \eqn{P(T < t)} was returned as \eqn{p}-value instead of \eqn{P(T \le
            t)}.  Two statistics are now considered equal (in all computations)
          when the difference is smaller than \code{sqrt(.Machine$double.eps)}.
  }
}

\section{Changes in version 1.0-7 (2009-09-29)}{
  \itemize{
    \item \code{dperm()}, \code{pperm()} and \code{qperm()} are vectorized also
          for exact and approximative null distributions.
  }
}

\section{Changes in version 1.0-6 (2009-09-08)}{
  \itemize{
    \item Exact distribution for independent two-sample problems with only two
          observations was wrong, spotted by Fritz Scholz
          \email{fscholz@u.washington.edu}.
  }
}

\section{Changes in version 1.0-5 (2009-06-04)}{
  \itemize{
    \item Documentation updates.
  }
}

\section{Changes in version 1.0-4 (2009-05-11)}{
  \itemize{
    \item Evaluate all \code{formula}e in \code{xxx_test()}'s
          \code{parent.frame}.
  }
}

\section{Changes in version 1.0-3 (2009-04-01)}{
  \itemize{
    \item Add alternative ties handling to \code{wilcoxsign_test()} feature
          request by Fritz Scholz \email{fscholz@u.washington.edu}.

    \item Vignette update.
  }
}

\section{Changes in version 1.0-2 (2009-03-16)}{
  \itemize{
    \item Fix location confidence interval problem spotted by Fritz Scholz
          \email{fscholz@u.washington.edu}.
  }
}

\section{Changes in version 1.0-1 (2009-01-09)}{
  \itemize{
    \item Add average scores for logrank test.

    \item Fix Rd problems.
  }
}

\section{Changes in version 1.0-0 (2008-11-06)}{
  \itemize{
    \item JSS paper \doi{10.18637/jss.v028.i08} documents version 1.0-0.

    \item Set default for \code{<IndependenceTest>@method} to
          \samp{General Independence Test}.

    \item \code{covariance()} always returns a covariance matrix.

    \item Add \code{show()} method for \code{"IndependenceTest"} objects.

    \item Functions supplied via \code{distribution} does not need to have a
          class.

    \item Export all classes.

    \item Compute linear statistics, expectations and (co)variances when
          constructing \code{"IndependenceLinearStatistic"} objects instead of
          \code{"IndependenceTestStatistic"} and define methods for this class.

    \item \code{maxstat_test()} with integer case weights gave \code{NA} or
          wrong cutpoints.
  }
}

\section{Changes in version 0.6-9 (2008-05-05)}{
  \itemize{
    \item \code{any()} was misused in one place, spotted by Kasper Daniel Hansen
          \email{khansen@stat.Berkeley.EDU}.

    \item Code cosmetics by Johannes Huesing \email{johannes@huesing.name}.
  }
}

\section{Changes in version 0.6-7 (2007-10-09)}{
  \itemize{
    \item Remove non_function entries from Rd files.

    \item Disable \code{Biobase} example in vignette.
  }
}

\section{Changes in version 0.6-6 (2007-08-13)}{
  \itemize{
    \item Fix precision issues with exact \eqn{p}-values (spotted by Michael Fay
          \email{mfay@niaid.nih.gov}).
  }
}

\section{Changes in version 0.6-5 (2007-07-23)}{
  \itemize{
    \item Add new vignette on technical details.

    \item Update to new \pkg{mvtnorm} 0.8-0.

    \item Check for overflow errors in \file{StreitbergRoehmel.c} (thanks to
          Michael Fay \email{mfay@niaid.nih.gov} for spotting this).
  }
}

\section{Changes in version 0.6-4 (2007-06-28)}{
  \itemize{
    \item Add new argument \code{ordered_trafo} to \code{trafo()} and deal with
          ordered factors in a more transparent way (via a new function
          \code{of_trafo()}).
  }
}

\section{Changes in version 0.6-3 (2007-06-21)}{
  \itemize{
    \item New vignette \sQuote{MAXtest}.
  }
}

\section{Changes in version 0.6-2 (2007-05-13)}{
  \itemize{
    \item Print name of \code{x} variable and levels when \code{x} is a factor.

    \item New class \code{"IndependenceLinearStatistic"}.
  }
}

\section{Changes in version 0.6-1 (2007-04-25)}{
  \itemize{
    \item \code{LazyLoad: yes}.
  }
}

\section{Changes in version 0.6-0 (2007-03-01)}{
  \itemize{
    \item Rename some \proglang{C} source files & update doxygen documentation.

    \item Simplify some methods and the class structure.

    \item Clean up code and simplify wrapper functions.

    \item Documentation updates.

    \item Deal with factors containing only one level.

    \item Do not compute design matrices in \code{ModelEnvFormula}.

    \item Expand case weights if \code{distribution = approximate()}.

    \item Assign names to user-specified transformation in case they are
          missing.

    \item The \code{distribution} argument may now be a function with one
          argument allowing for user-specified distributions.

    \item \code{surv_test()} ignored the \code{alternative} argument.
  }
}

\section{Changes in version 0.5-2 (2006-11-03)}{
  \itemize{
    \item \code{maxstat_trafo} did not always choose the correct maximal
          cutpoint.

    \item Formula evaluation without \code{data} argument was partially broken
          (thanks to Achim Zeileis for spotting this).
  }
}

\section{Changes in version 0.5-1 (2006-10-27)}{
  \itemize{
    \item Improve formula interface for \code{wilcoxsign_test()}.
  }
}

\section{Changes in version 0.5-0 (2006-10-17)}{
  \itemize{
    \item Implement exact distribution for symmetry problems (especially
          \code{wilcoxsign_test()}).

    \item Add more checks on StatXact examples.
  }
}

\section{Changes in version 0.4-14 (2006-09-18)}{
  \itemize{
    \item Fix problems reported by valgrind.
  }
}

\section{Changes in version 0.4-13 (2006-09-13)}{
  \itemize{
    \item \file{coin-Ex.R} generated by \R 2.4.0.

    \item \code{Enhances: Biobase}.
  }
}

\section{Changes in version 0.4-12 (2006-09-07)}{
  \itemize{
    \item Add \code{$(FLIBS)} to \file{Makevars}.

    \item Include doxygen documentation for \proglang{C} functions.

    \item Documentation updates.
  }
}

\section{Changes in version 0.4-10 (2006-08-25)}{
  \itemize{
    \item \code{maxstat_test(y ~ x)} is now able to deal with unordered \code{x}
          variables.

    \item \code{maxstat_test()} returns estimates of both the selected variable
          and the cutpoint in multivariate situations (as a list).

    \item More checks for \code{maxstat_test()}.

    \item Add \pkg{codetools} checks to tests.
  }
}

\section{Changes in version 0.4-9 (2006-07-24)}{
  \itemize{
    \item Fix typo: Homegeneity.

    \item Add ASA copyright to \sQuote{LegoCondInf} vignette.
  }
}

\section{Changes in version 0.4-8 (2006-06-23)}{
  \itemize{
    \item Clarify that the Stuart-Maxwell test is computed by \code{mh_test()}
          and add a further example (thanks to Henric Nilsson
          \email{henric.nilsson@phadia.com} for pointing this out!).
  }
}

\section{Changes in version 0.4-7 (2006-05-16)}{
  \itemize{
    \item Improve \code{maxstat_trafo()}: some potential cutpoints could have
          been overlooked in case of ties equal to the maxprob and minprob
          sample quantiles.

    \item Reproduce two examples from Hothorn and Lausen (2003) in
          \code{?maxstat_test} (and added \code{hohnloser} data set).

    \item Add more regression tests for \code{maxstat_test()}.
  }
}

\section{Changes in version 0.4-6 (2006-04-24)}{
  \itemize{
    \item Updated \sQuote{LegoCondInf} vignette.

    \item Printed names of test statistics are now \samp{chi-squared},
          \samp{maxT}, or \samp{Z} instead of \samp{T}.
  }
}

\section{Changes in version 0.4-5 (2006-04-12)}{
  \itemize{
    \item User-supplied transformations can return a vector which is coerced to
          \code{matrix(..., ncol = 1)} internally.

    \item \code{ytrafo} and \code{xtrafo} may take functions like \code{rank()}
          directly.  However, the use of \code{trafo()} is recommended.

    \item Argument \code{teststat} may take values \code{"max"}, \code{"quad"}
          or \code{"scalar"}.

    \item Internal reimplementation of score handling for ordered factors.

    \item Handling of multiple ordered factors / ordered factors in multivariate
          situations implemented.

    \item \code{f_trafo()} returns a design matrix with \code{NA} rows in case
          missing values were present.
  }
}

\section{Changes in version 0.4-4 (2006-02-03)}{
  \itemize{
    \item Make \command{R CMD check} happy and move \file{src/README} to
          \file{inst/README}.
  }
}

\section{Changes in version 0.4-3 (2006-01-12)}{
  \itemize{
    \item \code{isequal()} must not check equality of attributes.
  }
}

\section{Changes in version 0.4-2 (2005-12-21)}{
  \itemize{
    \item New data set \code{alpha}.

    \item Data set \code{alzheimer} is now a \code{"data.frame"}, not a
          \code{"table"}.

    \item New vignette with more applications.
  }
}

\section{Changes in version 0.4-1 (2005-12-02)}{
  \itemize{
    \item Documentation updates.

    \item Remove unused \code{setAs} definitions.

    \item \code{expectation()}, \code{variance()} and \code{covariance()} return
          named vectors or matrices.  Names for objects returned by
          \code{statistic()} have been partially improved.

    \item All observations with \code{NA}s are removed now.

    \item Some internal improvements (removed unused code, avoid duplicated code
          chunks etc.).

    \item More checks on \code{NA}s, blocks and multiple ordinal variables (one
          univariate problems are currently allowed to have ordinal variables).
  }
}

\section{Changes in version 0.3-8 (2005-11-29)}{
  \itemize{
    \item Export \code{independence_test.table()}.

    \item Add \code{conf.level} attribute for \code{"MCp"} objects when
          quasi-randomized Monte Carlo procedures (from \pkg{mvtnorm}) have been
          used.

    \item Add new \code{var_trafo} argument to \code{trafo()}.

    \item Documentation updates.
  }
}

\section{Changes in version 0.3-7 (2005-11-23)}{
  \itemize{
    \item \code{statistic()} now returns correct linear and standardized
          statistics when scores are in play.

    \item \code{alzheimer} data added.

    \item \code{photocar} data added.

    \item Documentation updates.

    \item \code{support()} and \code{dperm()} methods have been improved for
          asymptotic and approximative null distributions.
  }
}

\section{Changes in version 0.3-6 (2005-11-17)}{
  \itemize{
    \item Internal \proglang{C} function \code{R_MonteCarloIndependenceTest}
          returns a \eqn{pq \times B}{pq x B} matrix instead of a list with
          \eqn{B} elements (the linear statistic for each random permutation of
          the data).

    \item Various simplifications for the computations of adjusted
          \eqn{p}-values.

    \item \code{I()} in \code{formula}e could still cause trouble with class
          \code{"AsIs"}, now fixed.

    \item Logical variables are now allowed in \code{formula}e (and are treated
          like \code{factor}s).

    \item Fix \code{print} method for marginal homogeneity tests
          (\samp{...stratified by block...}).

    \item \code{R_kronecker} in \proglang{C} now available.

    \item \proglang{C} versions of \code{nrow()} and \code{ncol()} return 1 or
          length for vectors.

    \item Some internal optimisation.

    \item \proglang{C} functions \code{nrow(x)} and \code{ncol(x)} return
          \code{LENGTH(x)} or \code{1} when \code{x} has no \code{dim}
          attribute.

    \item New \R interface function \code{R_kronecker} to \code{C_kronecker}
          (which returns a \emph{vector}!).

    \item Speedup of variance computations in internal functions.
  }
}

\section{Changes in version 0.3-3 (2005-09-07)}{
  \itemize{
    \item Fix more problems reported by new \pkg{codetools}.  Try to work around
          the \code{terms(y ~ ., data = data.frame(1:10))} problem in \R 2.2.0.
  }
}

\section{Changes in version 0.3-2 (2005-08-31)}{
  \itemize{
    \item Fix some problems reported by \pkg{codetools}.
  }
}

\section{Changes in version 0.3-1 (2005-08-20)}{
  \itemize{
    \item \code{alternative = "less"} and \code{alternative = "greater"} are now
          defined for \code{"maxtype"} statistics as well.

    \item One- and two-sided single-step and step-down max-\eqn{T} \eqn{p}-value
          adjustments are now available from the appropriate \code{pvalue()}
          method.  (NOTE: those procedures have not been tested carefully, yet.)

          In addition, the Bonferroni-adjustment by Westfall & Wolfinger (1997)
          is available now.  Note that the interface to \code{pvalue()} changed
          slightly, \code{adjustment = TRUE} was replaced by
          \code{method = "single-step"}.

    \item More examples added to the vignette.
  }
}

\section{Changes in version 0.2-14 (2005-07-14)}{
  \itemize{
    \item \code{distribution = "approximate"} for \code{"maxtype"} statistics
          was wrong in case both \code{xtrafo} \emph{and} \code{ytrafo} were
          multivariate (the conditional expectation was computed incorrectly).
  }
}

\section{Changes in version 0.2-13 (2005-07-11)}{
  \itemize{
    \item \code{I()} in \code{formula}e returns objects of class \code{"AsIs"}
          which caused troubles in \code{trafo()}.
  }
}

\section{Changes in version 0.2-12 (2005-06-15)}{
  \itemize{
    \item Functionality for \code{formula} parsing and evaluation is now
          imported from package \pkg{modeltools}.

    \item \code{show()} returns objects (of class \code{"htest"}, for example)
          invisibly, really.

    \item \code{maxstat_trafo()} is much faster now and returns a matrix with
          both row- and column names set appropriately.
  }
}

\section{Changes in version 0.2-11 (2005-06-02)}{
  \itemize{
    \item The \code{distribution} argument now takes the return values of
          functions \code{exact()}, \code{approximate()} or \code{asymptotic()}
          as well.  Those functions can be used to specify parameters, such as
          the number of Monte Carlo replications via
          \code{..., distribution = approximate(B = 9999), ...}.

    \item \code{show()} returns objects (of class \code{"htest"}, for example)
          invisibly.

    \item \code{expectation()} returns a vector, not a matrix.

    \item New generic \code{variance()} for extracting the variance(s) of linear
          statistics.

    \item Only variances (instead of the whole covariance matrix) is computed
          when the distribution of maximum-type test statistics is to be
          \emph{approximated}.

    \item \code{data} may be an object of class \code{"exprSet"} (->
          \pkg{Biobase}), the vignette has an example.

    \item \code{logrank_trafo()} (and \code{surv_test()}) now have a
          \code{ties.method} argument, see \code{?surv_test} for more
          information.
  }
}

\section{Changes in version 0.2-10 (2005-05-04)}{
  \itemize{
    \item \samp{asymptotical} \eqn{\rightarrow}{->} \samp{asymptotic} in
          \code{print} methods.

    \item \code{mercuryfish} example added.

    \item \code{<x,y>trafo} now can return matrices with number of columns
          different from the lhs and rhs of \code{formula}.
  }
}

\section{Changes in version 0.2-9 (2005-03-15)}{
  \itemize{
    \item \code{mergesort} is already defined in
          \file{/usr/include/stdlib.h}:270 on some platforms.

    \item \code{delay} is deprecated in \R 2.1.0.
  }
}