5,277 research outputs found
Direct formulation to Cholesky decomposition of a general nonsingular correlation matrix
We present two novel, explicit representations of Cholesky factor of a
nonsingular correlation matrix. The first representation uses semi-partial
correlation coefficients as its entries. The second, uses an equivalent form of
the square roots of the differences between two ratios of successive
determinants. Each of the two new forms enjoys parsimony of notations and
offers a simpler alternative to both spherical factorization and the
multiplicative partial correlation Cholesky matrix (Cooke et al 2011). Two
relevant applications are offered for each form: a simple -test for
assessing the independence of a single variable in a multivariate normal
structure, and a straightforward algorithm for generating random
positive-definite correlation matrix. The second representation is also
extended to any nonsingular hermitian matrix.Comment: Accepted to Statistics and Probability Letters, March 201
The starred Dixmier's conjecture
Dixmier's famous question says the following: Is every algebra endomorphism
of the first Weyl algebra, , where is a zero characteristic field,
an automorphism? Let be the exchange involution on :
, . An -endomorphism of is an
endomorphism which preserves the involution . Then one may ask the
following question, which may be called the "-Dixmier's problem " or
the "starred Dixmier's problem ": Is every -endomorphism of
an automorphism?Comment: Revised proof in section
Smooth Hamiltonian systems with soft impacts
In a Hamiltonian system with impacts (or "billiard with potential"), a point
particle moves about the interior of a bounded domain according to a background
potential, and undergoes elastic collisions at the boundaries. When the
background potential is identically zero, this is the hard-wall billiard model.
Previous results on smooth billiard models (where the hard-wall boundary is
replaced by a steep smooth billiard-like potential) have clarified how the
approximation of a smooth billiard with a hard-wall billiard may be utilized
rigorously. These results are extended here to models with smooth background
potential satisfying some natural conditions. This generalization is then
applied to geometric models of collinear triatomic chemical reactions (the
models are far from integrable -degree of freedom systems with ).
The application demonstrates that the simpler analytical calculations for the
hard-wall system may be used to obtain qualitative information with regard to
the solution structure of the smooth system and to quantitatively assist in
finding solutions of the soft impact system by continuation methods. In
particular, stable periodic triatomic configurations are easily located for the
smooth highly-nonlinear two and three degree of freedom geometric models.Comment: 33 pages, 8 figure
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