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spam 3.0 (UPCOMING)

SIGNIFICANT USER-VISIBLE CHANGES

eps, the tolerance parameter determining which elements are set to zero has been increased. New default is spam.eps=100*.Machine$double.eps
Operations from S4 Group Generic Functions Logic and Arith now all return a regular matrix if one of the objects is a full spam object.

spam 2.9.2

SIGNIFICANT USER-VISIBLE CHANGES

nearest.dist() has now a super fast Rcpp implementation by Annina Cincera.

BUG FIXES

One particular operation from S4 Group Generic Functions Arith yielded wrong results if the sparse matrix was full, see below. (Thanks to Ethan Heinzen.)

INTERNAL CHANGES

Changes in CITATION according to new format.
Eliminated kind constructs in the Fortran code (addressing _R_CHECK_FORTRAN_KIND_DETAILS_)
Added ... argument to [t]crossprod.spam() as by generic.

spam 2.9.2

BUG FIXES

Certain operations from S4 Group Generic Functions Logic and Arith yielded wrong results if the sparse matrix was full. (Thanks to Ethan Heinzen.)

spam 2.9.1

BUG FIXES

Use of ## IGNORE_RDIFF_BEGIN and eps=1e-15 in the help files to assure coherence among different systems.

spam 2.9.0

SIGNIFICANT USER-VISIBLE CHANGES

New functions rmvt.spam() and rmvt() sampling from a multivariate t-distribution. Approach is similar to mvtnorm::rmvt().

INTERNAL CHANGES

Cleaning of help inconsistencies.

BUG FIXES

A zero sparse matrix caused severe errors within low level code of spam.eigen.

spam 2.8-3

Prelease for version 2.9, only available on https://git.math.uzh.ch/reinhard.furrer/spam.

spam 2.8-2

SIGNIFICANT USER-VISIBLE CHANGES

New function rgrf() to sample a Gaussian random field (minimalistic replacement of geoR::grf().
New implementation of the Matern covariance function for half-integer smoothness: cov.mat12() (wrapps to cov.exp()) cov.mat32() and cov.mat52() for nu=1/2, 3/2, and 5/2, respectively. The function are factor 10 faster than cov.mat() with corresponding smoothness.
New function cov.finnmat() using the parametrization sqrt(8smoothness)h/range for as argument for the Bessel function.
All *likelihood*() and mle*() functions have now an argument cov.args= which will be passed to the covariance function. This creates a larger flexibility to fine-tune covariance functions.
New function neg2likelihood.nomean(), similar to neg2likelihood().

spam 2.8-1

BUG FIXES

All covariance functions now call cov.nug(), when range is smaller than eps.

spam 2.8-0

SIGNIFICANT USER-VISIBLE CHANGES

Minor improvements in the help files. (2.8-1)
The function chol.spam() has a much better verbose offering.
The function determinant.spam() does not take any arguments for the Cholesky factorization, if needed, pass via chol(), i.e., det(chol(., args=))^2.
New function rmvnorm.conditional() to sample from a multivariate conditional normal random variable.
The functions rmvnorm() and rmvnorm.spam() have now arguments mean and sigma (equivalent to mu and Sigma), to match mvtnorm::rmvnorm().
Demo article-jss has been renamed jss10-figures-table. Deprecated demos article-jss-example1, article-jss-example2 and jss10-example2 have been eliminated.

INTERNAL CHANGES

determinant.spam() and chol.spam() now use the common routine .spam.chol.basis().
Added 64 bit support for back solve routines. Not fully tested.
Switched from URL to DOI for JJS references.
Some additional unit tests.
Demo files have been deprived from the unnecessary footer.

BUG FIXES

Memory allocation for nnzcolindicies was corrected (as in versions <=2.6). The change in 2.7 was working well for huge matrices. This addresses bug reported by Curtis Storlie, Martin Boer and Paul Eilers.
Help of determinant.spam() now reflects what is calculated.
determinant.spam() should now work with 64-bit as well.
In case of insufficient memory allocation chol.spam() now has appropriate 64-bit support for the subsequent iterations.
Addressing heap-buffer-overflow and allocating larger arrays in eigen_approx. Debian package 2.7.0-2 contains the patch. Thanks to Sébastien Villemot.
now works for length(s)>1, see PR#18272 for base::all.equal.numeric(), thanks to Michael Chirico.

spam 2.7

SIGNIFICANT USER-VISIBLE CHANGES

spam package citeEntry.
updated examples and description of covmat() and nearest.dist().
new functions rmvnorm(), cor.sph().
better memory allocation for Cholesky factorization.

INTERNAL CHANGES

covmat() with elementary if() clauses instead of ifelse(), for stable memory usage.
nearest.dist() unleashed for spam64.
reorganized functions in R source files. Cleaned unnecessary comments.

BUG FIXES

spam 2.6-0

SIGNIFICANT USER-VISIBLE CHANGES

print.spam() is able to print non-zero entries of a spam matrix.
new fast Fortran routines used in new gmult() to multiply specific spam submatrices with different factors.

INTERNAL CHANGES

renaming man files such that pkgdown is linking correctly.

spam 2.5-1

BUG FIXES

fixing fortran linking warning.

spam 2.5-0

SIGNIFICANT USER-VISIBLE CHANGES

improved examples for spam_random() and eigen.spam().
Fortran code used by eigen.spam() for non-symmetric matrices is now stable.

INTERNAL CHANGES

fixing real comparison warnings in Fortran.
removing remaining and unused print/count/timing variables in Fortran.
implement dimension upper bound for eigen.spam() due to BLAS/LAPACK routines, which are used in Arnoldi iteration (ARPACK).

BUG FIXES

adjusting spam.Rmd vignette to pandoc2.8.
correct class checking for matrices.
cleaning and consolidation of init.c with spam64 (LTO’s).

spam 2.4-0

INTERNAL CHANGES

cleaning GCC-10 Fortran warnings.

spam 2.3-0

NEW FEATURES

New function spam_random() to create a random spam matrix.

SIGNIFICANT USER-VISIBLE CHANGES

Deprecated functions spam.options(), spam.getOption() are removed.
Deprecated function validspamobject() is now defunct.
todo() and spam.history() are removed.
summary.spam() prints whether it is a 32 or 64-bit spam object.

INTERNAL CHANGES

Fortran modification to address LTO issues.
Not exported deprecated function subset.rows.spam() is now defunct.

BUG FIXES

Dataset UScounties.ndorder contained no-zeros on the diagonal. Now entire diagonal is zero.

spam 2.2-2

BUG FIXES

in testthat/test-constructors.R, which uses base::sample() (http://developer.r-project.org/blosxom.cgi/R-devel/2019/02/26#n2019-02-26).

spam 2.2-1

SIGNIFICANT USER-VISIBLE CHANGES

New vignette including illustrations and examples
Improved documentation for covariance functions like cov.exp().

BUG FIXES

det(spam(1)) bug fix & default of diag.spam(x) in spam_diag() removed.

INTERNAL CHANGES

Spam fit for pkgdown website.
Replacing some internal functions by their primitive equivalent.

spam 2.2-0

SIGNIFICANT USER-VISIBLE CHANGES

Implementation of ‘eigen.spam()’ and ‘eigen_approx()’ to calculate eigenvalues and eigenvectors for sparse matrices.

spam 2.1-4

SIGNIFICANT USER-VISIBLE CHANGES

‘germany.plot’ has new argument ‘cex.main’.

BUG FIXES

‘NAOK=TRUE’ did not properly dispatch in all matrix multiplications.
‘.newSpam()’ was not always properly called, causing possible errors when creating empty ‘spam’ objects.

INTERNAL CHANGES

Code cleaning and coherence improvements.

spam 2.1-2

SIGNIFICANT USER-VISIBLE CHANGES

In case 64bits are required, issues an error to load package ‘spam64’ first.
Minor fixes in help files and other documentation.

INTERNAL CHANGES

Improved registering of compiled functions.
Compatibility with new versions of package ‘testthat’.

spam 2.1-1

SIGNIFICANT USER-VISIBLE CHANGES

With the addon of the package spam64, we have truly 64 bits available!
Dependency on dotCall64.
Different option handling, we use now the classical R setting. For the moment, the old functionality throws a message but in upcoming versions we use .Deprecated. ‘spam.options’ -> ‘options’, ‘spam.getOption’ -> ‘getOption’
‘validate_spam’ superseeds ‘validspamobject’.
Added the list of Fortran contributors.

INTERNAL CHANGES

Many… many. More still to come.
Unit testing with testthat.
Change of archaic trig functions to standard. Minor edits to great circle dist.

spam 1.4-0

INTERNAL CHANGES

Fortran modification to address more pedantic compilations.

spam 1.3-0

BUG FIXES

Adding nonsparse to sparse matrices did not always dispatch properly and caused some errors. Thanks to Johan Lindström for pointing out.

SIGNIFICANT USER-VISIBLE CHANGES

Help improvements
Added additional method dispatching for ‘all.equal’.

spam 1.2-0 and 1.2-1

SIGNIFICANT USER-VISIBLE CHANGES

Renaming of demos from JSS10 paper.
Continuing to implement ‘spam_xxx’ function names: Like ‘spam_rdist’ there is now ‘spam_diag’.
‘subset.rows.spam’ deprecated. There is an internal function ‘subset_rows.spam’.

INTERNAL CHANGES

Ample minor modifications in ‘DESCRIPTION’ and ‘NAMESPACE’ for CRAN check conformity.
Elimination of a few unnecessary functions (not exported).
Minor modifications in tests.

spam 1.1-0

SIGNIFICANT USER-VISIBLE CHANGES

Upload of vignette linked to JSS15 paper. Related demos and tests.
“DUP=FALSE” is deprecated and will be disabled in future versions of R. All “DUP” arguments have been eliminated. You have to expect a slightly slower version of spam.

spam 1.0 and 1.0-1

This version is up to ‘DESCRIPTION’ and its implied changes identical to 0.90-1. With the upcoming JSS article “Pitfalls in the implementation of Bayesian hierarchical modeling of areal count data. An illustration using BYM and Leroux models.” a “major” version jump is adequate.
Referencing to spam data through spam::…
Implemented 1.1.3.1 Suggested packages approach.

spam 0.70/0.80/0.90/0.90-1

SIGNIFICANT USER-VISIBLE CHANGES

Introduction of many as(‘spam’,‘…’) functions.
Coercion function as.vector for spam objects.
Wrapper functions spam_rdist and ’spam_rdist.earthfor smooth use infields`.
The use of update(A, B) without assignment has been eliminated. This is one way to address the change in memory handling changes from R 3.0.2 to R 3.1.0. There is a slight overhead in memory. If this causes problems, let me know.
Adjustment of the license.

NEW FEATURES

Arguments diag and eps in nearest.dist cause now an error.
Further augmented help pages.

BUG FIXES

The demo now points to the new JSS article.

INTERNAL CHANGES

Set ‘structurebased=TRUE’ for the demos.
Link to upcoming JSS article in one of the demos.
‘update.spam.chol.NgPeyton’ preserves the structure (pointed out by Chris Paciorek), see above.
Using similar License approach as SparseM. New files README, inst/0LICENSE.
File renaming (OChangeLog -> 0ChangeLog)
Adjusted error messages for precmat.RW2

spam 0.60-0

SIGNIFICANT USER-VISIBLE CHANGES

Using the flag ‘structurebased’, the behavior of spam is now more consistent.
“Arith”, “Compare”, “Logic” (getGroupMembers(“Ops”)) have now a consistent behavior.

NEW FEATURES

Few new S3 functions for simplicity: ‘var.spam’, ‘eigen.spam’, …
New constructor functions ‘colindices<-’ etc. Maybe additional tests may be required.
Operators from ‘Arith’ obey now the structure based calculation.

BUG FIXES

‘inefficiencywarning’ passes message correctly.

INTERNAL CHANGES

many more spam/tests/*.
Consistent use of ‘spam’ and ‘vector’ siglist for ‘Ops’.
Minor cleaning of Fortran code.
Renaming/restructuring/cleaning of files…
Fortran arguments are copied when updating the cholesky structure.

spam 0.50-0

SIGNIFICANT USER-VISIBLE CHANGES

Using the flag ‘structurebased=FALSE’, the behavior of spam is now much, much closer to regular matrix calculations. This is illustrated when calculating gamma of a sparse matrix.
Along the same lines, the flag ‘NAOK=TRUE’ allows the use of the “not finite numbers” (NA, NaN, Inf). We have tested many, many functions but full fledged use is not yet guaranteed.
Currently, we can still guarantee backwards compatibility…

NEW FEATURES

New functions ‘crossprod’ and ‘tcrossprod’ as well as according method definitions.
New constructor functions ‘rowpointers<-’ etc.
Better option handling. The option ‘safemode’ is now ‘safemodevalidity’. Additionally, new option ‘NAOK’.
Help pages have been improved.
Operators from ‘Summary’ and ‘Math’ obey now the structure based calculation. (‘Math2’ inherently does).

BUG FIXES

rmvnorm.[].const now work properly for any number of constraints and n.
Assignment handles properly recycling.
todo() now works properly.

INTERNAL CHANGES

eliminated {d,i}check by equivalent coercion.
Consistent use of NAOK in Fortran calls.
Minor cleaning of Fortran code.
Renaming/restructuring of files…

spam 0.42-0

NEW FEATURES

More consistent handling of subsetting. Warning is issued if subsetting with NA

BUG FIXES

Fixed several issues when rowsubsetting…

INTERNAL CHANGES

Additional tests for positive definiteness in ‘chol’.

spam 0.41-0

NEW FEATURES

Functions grid_trace2() received more functionality.

BUG FIXES

Eliminated bug in cov.mat(). Pointed out by Joshua French.

INTERNAL CHANGES

Updated DESCRIPTION: added Florian Gerber [ctb].
Minor code and help cleanup. Additional testing files. File header edits.
Addressed Rdevel CMD check –as-cran Notes, especially workaround for DUP=FALSE.

spam 0.40-0

BUG FIXES

A severe bug in subsetting a spam object with a nx2 matrix crept in spam in version 0.29-3. Thanks to Andrew Hong and Beat Briner for pointing out.
To simplify communication, we have switched increased the tenth version number.
All other changes are of cosmetic nature.

spam 0.30-x

SIGNIFICANT USER-VISIBLE CHANGES

Added several plots to visualize several MCMC chains (‘grid_trace2’, ‘grid_zoom’, …).

NEW FEATURES

New function ‘germany.plot’ to draw the landkreise. (‘map.landkreis’ is now obsolete).
Switched from ‘tim.colors’ to ‘colorRampPalette’ in ‘germany.plot’.
Metadata in ‘germany.info’, polygon definitions in ‘germany.poly’ (‘germany’ kept for backwards compatibility).

INTERNAL CHANGES

Switched to mercurial for maintaining the package.
Updated ChangeLog file (hg log).
Increased dependency to >= R 2.15.
Minor code and help cleanup.

spam 0.29-0, 0.29-1, 0.29-2, 0.29-3

SIGNIFICANT USER-VISIBLE CHANGES

There is a generic conflict with ‘backsolve’ between spam and other packages (e.g., bdsmatrix). To avoid the issue, we use the standard generic implemented in ‘methods’ which requires an additional argument for version 0.29-0 (see also PR#14883). However to maintain backwards compatibility with packages that depend on spam, this was reverted in 0.29-1. Currently, this conflict is not properly solved. I propose to load ‘spam’ first then the other packages, followed by manually calling:
setMethod(“backsolve”,“spam.chol.NgPeyton”,backsolve.spam) setMethod(“backsolve”,“spam”,backsolve.spam)

Stay tuned...

Calls like:
mat <- diag.spam(4) diag(mat[-1, ]) <- 3 diag.spam(mat[ , -1]) <-2

now work. They are, however, somewhat inefficient.
'toeplitz.spam' is to be prefered.
Pointed out by Florian Gerber.

The Gibbs sampler in the demo article-jss-example2 contains several bugs, pointed out by Steve Geinitz and Andrea Riebler. I’ll post an updated sampler in a future release.

NEW FEATURES

New functions ‘rmvnorm.const’, ‘rmvnorm.prec.const’ and ‘rmvnorm.canonical.const’ to draw constrained multivariate normal variates.
New functions ‘precmat’ (wrapper to), ‘precmat.RW1’, ‘precmat.RW2’, ‘precmat.season’, ‘precmat.IGMRFreglat’ and ‘precmat.IGMRFirreglat’ to create precision matrices for IGMRF.
New methods ‘rowSums’, ‘colSums’ and ‘rowMeans’, ‘colMeans’ for ‘spam’ objects.
New methods ‘head’ and ‘tail’ for ‘spam’ and ‘spam.chol.NgPeyton’ objects.
New method ‘chol2inv’ for ‘spam’ object.
New option ‘inefficiencywarning’: handling of warnings issued in case of an inefficient calculation.
New option ‘structurebased’: should operations be performed on the nonzero entries or on including the zeros. Classical example: what should the cosine of a sparse matrix look like? In the near future, all operations from Math and Ops will include this option. Some loss of backwards compatibility might be lost in the future.

INTERNAL CHANGES

New much faster approach to extract rows. For not too sparse large matrices improvements over two orders of magnitudes are achieved.
Elininated ‘.Internal()’ calls that induce a ‘Note’ on CRAN checks. This also implied a minor rewrite of ‘image.spam’.
Minor code improvements.
Eliminated non-API calls (29.1).
Rewritten .C(“bincode”,…) call as suggested by Brian Ripley (29.2).

BUG FIXES

Bug fix that occures when multiplying elementwise matrices that have non-intersecting structures (pointed out by Corentin Barbu).
Bug fix in triangular backsolves involving ‘spam’ objects and rhs matrices.
Bug fix in triangular backsolve causing errors on some architectures.

spam 0.28

NEW FEATURES

New function ‘cleanup’ (suggested by Simon Barthelme).
Extending help files.
Improved functionality of ‘isSymmetric’.

INTERNAL CHANGES

Proper storage of data files.
Cleaning up argument names within spam functions.
Cleaning up old Fortran code, i.e., eliminating unnecessary subroutines and write calls.

BUG FIXES

Bug fix that may occure when extracting zero elements (pointed out by Corentin Barbu).

spam 0.27

NEW FEATURES

Requires now R2.10 and higher.
Functions to create Toeplitz and circulant matrices.
Function to create precision matrices for gridded GMRF.
Improvements in the mle.* functions.
Method diff for sparse matrices (suggested by Paul Eilers).
Improvement of help pages.
Eliminated some help aliases to base functions (for which no ‘usage’ is given).

INTERNAL CHANGES

Change to iL coding.
Start to using ‘identical’.
Code cleaning due to requirement of R2.10 and higher.

BUG FIXES

Bug fix in as.spam.list (thanks to Paul Eilers).
Bug fix in demo(spam) (thanks to Thomas Gsponer).

spam 0.24, 0.25 and 0.26

Devel versions, not released.

spam 0.23

NEW FEATURES

Further improved versions of demos.
Some improvements to meet Rd standards. Adjustments for future R versions.

spam 0.22

NEW FEATURES

Improved versions of demos. Synchronized with the JSS article.
Additional changes and improvements in the help files (thanks to Steve Geinitz).

spam 0.21

NEW FEATURES

New NEWS file, to work better with news() command. The previous is available under ONEWS.
New functions bandwidth, permutation, mle[.nomean][.spam], neg2loglikelihood[.spam].
Renamed adiag.spam to bdiag.spam.
Cleaned up argument naming with the rmvnorm.* suite.

INTERNAL CHANGES

Various Fortran code, R code and help file improvements.

BUG FIXES

Minor change in one of the demos (solves a 64bit issue).

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