Generalized Statistical Complexity Measure
نویسندگان
چکیده
OSVALDO A. ROSSO Centre for Bioinformatics, Biomarker Discovery and Information-Based Medicine and Hunter Medical Research Institute, School of Electrical Engineering and Computer Science, The University of Newcastle, University Drive, Callaghan, NSW, 2308, Australia Instituto de Cálculo, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Pabellón II, Ciudad Universitaria, 1428 Ciudad Autonoma de Buenos Aires, Argentina
منابع مشابه
Measuring the Complexity of Generalized Linear Hierarchical Models By HAOLAN LU JAMES S HODGES and BRADLEY
Measuring the complexity of a statistical model is important for model criticism and comparison. However, it is unclear how to do this for hierarchical models due to uncertainty regarding the appropriate contribution of the random eeects. This paper develops a measure of complexity for generalized linear hierarchical models based on linear model theory. We demonstrate the new measure for Poisso...
متن کاملQuantile Approach of Generalized Cumulative Residual Information Measure of Order $(alpha,beta)$
In this paper, we introduce the concept of quantile-based generalized cumulative residual entropy of order $(alpha,beta)$ for residual and past lifetimes and study their properties. Further we study the proposed information measure for series and parallel system when random variable are untruncated or truncated in nature and some characterization results are presented. At the end, we study gene...
متن کاملGeneralized Statistical Complexity of SAR Imagery
A new generalized Statistical Complexity Measure (SCM) was proposed by Rosso et al in 2010. It is a functional that captures the notions of order/disorder and of distance to an equilibrium distribution. The former is computed by a measure of entropy, while the latter depends on the definition of a stochastic divergence. When the scene is illuminated by coherent radiation, image data is corrupte...
متن کاملStatistical Measures of Complexity for Strongly Interacting Systems
In recent studies, new measures of complexity for nonlinear systems have been proposed based on probabilistic grounds, as the LMC measure (Phys. Lett. A 209 (1995) 321). All these measures share an intuitive consideration: complexity seems to emerge in nature close to instability points, as for example the phase transition points characteristic of critical phenomena. Here we discuss these measu...
متن کاملLempel-Ziv Complexity of Photonic Quasicrystals
The properties of photonic quasicrystals ultimate rely on their inherent long-range order, a hallmark that can be quantified in many ways depending on the specific aspects to be studied. We use the Lempel-Ziv measure, a basic tool for information theoretic problems, to characterize the complexity of the specific structure under consideration. Using the generalized Fibonacci quasicrystals as our...
متن کاملMeasurement of Complexity and Comprehension of a Program Through a Cognitive Approach
The inherent complexity of the software systems creates problems in the software engineering industry. Numerous techniques have been designed to comprehend the fundamental characteristics of software systems. To understand the software, it is necessary to know about the complexity level of the source code. Cognitive informatics perform an important role for better understanding the complexity o...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- I. J. Bifurcation and Chaos
دوره 20 شماره
صفحات -
تاریخ انتشار 2010