v1.1.0
December 16, 2012
Stan and RStan 1.1.0
We’re happy to announce the availability of Stan and RStan versions 1.1.0, which are general tools for performing model-based Bayesian inference using the no-U-turn sampler, an adaptive form of Hamiltonian Monte Carlo. Information on downloading and installing and using them is available as always from
Stan Home Page: http://mc-stan.org/
Let us know if you have any problems on the mailing lists or at the e-mails linked on the home page (please don’t use this web page). The full release notes follow.
(R)Stan Version 1.1.0 Release Notes
===================================
-- Backward Compatibility Issue
* Categorical distribution recoded to match documentation; it
now has support {1,...,K} rather than {0,...,K-1}.
* (RStan) change default value of permuted flag from FALSE to TRUE for
Stan fit S4 extract() method
-- New Features
* Conditional (if-then-else) statements
* While statements
-- New Functions
* generalized multiply_lower_tri_self_transpose() to non-square
matrices
* special functions: log_inv_logit(), log1m_inv_logit()
* matrix special functions: cumulative_sum()
* probability functions: poisson_log_log() for log-rate
parameterized Poisson
* matrix functions: block(), diag_pre_multiply(), diag_post_multiply()
* comparison operators (<, >, <=, >=, ==, !=)
* boolean operators (!, ||, &&)
* allow +/- inf values in variable declaration constraints
-- RStan Improvements
* get_posterior_mean() method for Stan fit objects
* replaced RcppEigen dependency with include of Eigen source
* added read_stan_csv() to create Stan fit object from CSV files of
the form written to disk by the command-line version of Stan
* as.data.frame() S3 method for Stan fit objects
-- Bug Fixes
* fixed bug in NUTS diagonal resulting in too small step sizes
* fixed bug introduced in 1.0.3 that hid line and column number
bug reporting
* added checks that data dimensions match as well as sizes
* removed non-symmetric versions of eigenvalues() and eigenvectors()
* testing identifiers are not reserved words in C++/Stan
* trapping/reporting locations of errors in data and init reads
* improvements in dump data format reader for more R compatibility
and more generality
* fix bug in bernoulli logit distro tail density
-- Code Improvements
* templated out matrix libs to reduce code duplication
* vectorized auto-dif for tcrossprod() and crossprod()
* optimizations in Wishart
* vectorization with efficiency improvements in probability distributions
-- Libraries Updated
* Eigen version 3.1.1 replaced with version 3.1.2
* Boost version 1.51.0 replaced with version 1.52.0
-- Manual Improvements
* New chapter on univariate and multivariate variable transforms
* Many consistency improvements and typo corrections
* Information on running command line in parallel from shell