The Analysis of Variance.

http://www.utdallas.edu/~herve/abdi-bca2013-Exposition.pdf

An ExPosition of multivariate analysis with the singular value decomposition in R

Although biomarker science is a fi eld that is advancing rapidly in medicine as a whole, neuropsychiatric disorders are still characterized by an absence of the biomarkers and laboratory tests that will promote new diagnostic and prognostic procedures Recent advances in genomic, genetic, epigenetic, neuroscience, proteomic and metabolomic knowledge and technologies have opened the way to searching for biomarkers, however, it is still a relatively new fi eld for neuropsychiatry In addition, candidate endophenotypes, important trait markers widely used for genetic studies, are useful for the development of heritable diagnostic and prognostic biomarkers (endophenotype strategy) This chapter provides defi nitions of biomarkers and endophenotypes, elucidating their types and properties that will make them useful in neuropsychiatric research and practice Recent results in the schizophrenia and mood disorders literature that illustrate the usefulness of biomarkers and endophenotypes are also reviewed We predict that both biomarker and endophenotypic approaches will open new avenues for practically important applications of genetics, neuroscience and “omics” advantages in neuropsychiatry

/pdf/the-handbook-of-neuropsychiatric-biomarkers-endophenotypes-37x0rv4fcj.pdf

The handbook of neuropsychiatric biomarkers, endophenotypes and genes

Statistical Theory of Reliability.

The realm of forensics is scientifically complex with multiple disciplines utilizing a plethora of analytical techniques to identify, detect, and differentiate between countless types of evidence for solving crimes. The rapid, highly-selective, and nondestructive method of Raman spectroscopy (RS) has shown continued promise for analysis of many types of forensic samples. The incorporation of chemometrics further enhances the specificity of RS, and offers the opportunity of automatic data analysis and estimation of error rates, which are important requirements for modern forensic tools. Applications of RS in forensic serology and for the analysis of gunshot residue (GSR) were chosen for this review since RS promises significant advancement of these areas for practical forensics. The studies included here, particularly with the utilization of portable instrumentation, support how crucial RS is to the field of forensic science, and should help facilitate its incorporation for routine sample analysis in the near future.

Raman spectroscopy for forensic purposes: Recent applications for serology and gunshot residue analysis

An overview of statistical decomposition techniques applied to complex systems

Naval research programs are focusing on a distributed architecture approach for successful migration of data from one region to another. This presents a challenging area of modeling and managing the distributed approaches. This article describes a service-based model, which comprises of two steps that are decomposition and orchestration, for effectively managing distributed cluster networks. The contribution of this paper is two-fold. First, the article describes in detail the information transfer and entropy based decomposition approach. Second, it demonstrates the effectiveness of the orchestration approach to address challenges in distributed clusters using a simulation. We have implemented the decomposition approach in both Java and Matlab for verification.

/pdf/a-service-based-entropic-model-for-sensors-orchestration-4kos4xu0qh.pdf

A Service-Based Entropic Model for Sensors Orchestration

Scientific research car for scientific purposes. As such, scientific research will necessarily be evaluate scientific terms. However, scientific research can also be supported for such nonscientific purposes as economic development, industrialization, education, etc. In that case, evaluation of scientific research will be based on economic, educational, etc., yardsticks.

Some Aspects of Science-Based Technological Promotion*

On a Chlodovsky variant of a multivariate beta operator

The notion of complex systems and system decomposition principles are briefly reviewed. From the perspective of formal decomposition of systems and as an application of entropic principles, an attempt is made to open up a new avenue of investigation for carcinogenesis.

Yalcin Tuncer

Papers

An overview of statistical decomposition techniques applied to complex systems

A Service-Based Entropic Model for Sensors Orchestration

Some Aspects of Science-Based Technological Promotion*

On a Chlodovsky variant of a multivariate beta operator

On The Nature Of Formal System Decomposition Principles And Their Potential Applications To The Basis Of Carcinogenesis