Showing 1 - 10 of 156
In this short note, we outline some results about complexity of orbits of a dynamical system, entropy and initial …
Persistent link: https://www.econbiz.de/10010588581
Several mathematical models have been proposed to predict the activation state of a transcription factor (TF) from the expression levels of its target genes. This inference problem is complicated however due to the fact that different genes may be regulated by different activation schemes...
Persistent link: https://www.econbiz.de/10011264539
Much of the on-going statistical analysis of DNA sequences is focused on the estimation of characteristics of coding and non-coding regions that would possibly allow discrimination of these regions. In the current approach, we concentrate specifically on genes and intergenic regions. To estimate...
Persistent link: https://www.econbiz.de/10010588714
Long range correlation analysis and charge conductivity investigation are applied to sequences in 16 chromosomes in the Saccharomyces cerevisiae genome. DNA sequence data are analyzed via Hurst’s analysis and Detrended Fluctuation Analysis (DFA) analysis. Super diffusive nature of mapping...
Persistent link: https://www.econbiz.de/10011058133
Understanding the complex organization of genomes as well as predicting the location of genes and the possible structure of the gene products are some of the most important problems in current molecular biology. Many statistical techniques are used to address these issues. A central role among...
Persistent link: https://www.econbiz.de/10011058362
This paper analyzes the approximation of a general long-memory ARFIMA (p,d,q) process by a short-memory ARMA(1, 1) process. To validate this approximation, a mean square error forecast criterion is considered, and the calculation of the mean square error between the observation Xt+l of an ARFIMA...
Persistent link: https://www.econbiz.de/10011062750
Graphical representation of DNA sequences provides a simple and intuitive way of analyzing and sorting various gene sequences. It is attractive to researchers to propose much more appropriate methods. In this study, a new graphical representation is presented. The method adopts the CMI coding to...
Persistent link: https://www.econbiz.de/10010785361
A stochastic model for the generation of observed income distributions is used to provide an explanation for the Pareto law of incomes. Analysis of the model also yields a prediction of Paretian (power law) behaviour in the lower tail of the distribution and this is shown to occur in a number of...
Persistent link: https://www.econbiz.de/10011060077
We discuss the fundamental properties of general entropic forms based on arbitrary concave functions and their application to current problems of quantum information theory. It is first shown that the extended formalism allows to construct, for a two-qubit system, least biased density operators...
Persistent link: https://www.econbiz.de/10010872896
aimed to use the normalized total wavelet entropy (NTWS) (Signal Processing 83 (2003) 1275) to examine the background EEG of … calculation can be used to define the degree of order in a system, with higher levels of entropy indicating a more disordered … (chaotic) system. Results were subjected to further statistical analyses of significance. Entropy values were calculated for …
Persistent link: https://www.econbiz.de/10010872932