SUMMARY The avalanche of genomic sequences generated in the post-genomic age requires efficient computational methods for rapidly and accurately identifying biological features from sequence information. Towards this goal, we developed a freely available and open-source package, called PseKNC-General (the general form of pseudo k-tuple nucleotide composition), that allows for fast and accurate ...

The 5-HT7 receptor binding affinities of the oxindole derivatives have been quantitatively analyzed in terms of Dragon descriptors. The derived QSAR models have provided rationales to explain the binding affinity of titled compounds. In order to improve the 5-HT7 receptor binding affinity of a compound higher value of molecular topology and symmetry accounting parameter path/walk 2Randic shape ...

Glossary AutoA prefix literally meaning self; spatial autocorrelation means self-correlation, or values within a given variable are correlated, resulting in the variable being correlated with itself. Correlation A description of the nature and degree of a relationship between a pair of quantitative variables. Geary Ratio An index of spatial autocorrelation, involving the computation of squared ...

The current article analyzes the validity of Okun?s Law and sizable distortions that can occur in estimation when spatial dependence cyclical asymmetric impacts are not considered, which is a concern commonly ignored by existing literature. Primarily panel regressions (SDM, SAR, SEM) nonparametric along with specification tests adopted terms methodology (such as unit root tests, cointegration, ...

This research aimed to investigate the spatial autocorrelation and heterogeneity throughout Bangladesh’s 64 districts. Moran I Geary C are used measure autocorrelation. Different conventional models, such as Poisson-Gamma Poisson-Lognormal, Conditional Autoregressive (CAR) Model, Convolution modified CAR have been employed detect heterogeneity. Bayesian hierarchical methods via Gibbs sampling i...

Abouheif adapted a test for serial independence to detect a phylogenetic signal in phenotypic traits. We provide the exact analytic value of this test, revealing that it uses Moran's I statistic with a new matrix of phylogenetic proximities. We introduce then two new matrices of phylogenetic proximities highlighting their mathematical properties: matrix A which is used in Abouheif test and matr...

The influence of demographic processes on the inflation rate in Russian regions is reviewing. hypothesis heterogeneous population different age groups are testing. Such can be explained by behavior concerning consumption, expectations, as well other factors that determine groups, specifics country’s regions, and interregional interaction. database includes statistical indicators 81 Russia for p...