Topics

Universal Cointegration and Its Applications.

08:00 EDT 30th August 2019 | BioPortfolio

Summary of "Universal Cointegration and Its Applications."

Cointegration focuses on whether the long-term linear relationship between two or more time series is stationary even if this linear relationship does not exist or is not strong for the short term. Identifying the potential cointegration is important for economics, ecology, meteorology, neuroscience, and much more. Classic methods only considered or restricted in cointegration where the order of integration of all time series is 1. We introduce a method based on searching the vector to minimize the absolute correlation of convergent cross-mapping that can explore the universal cointegration and its extent. The proposed method can be applied to time series whose order of integration is not 1, cases that are not covered by classic cointegration. The proposed method is first illustrated and validated through time series generated by mathematical models in which the underlying relationships are known and then applied to three real-world examples.

Affiliation

Journal Details

This article was published in the following journal.

Name: iScience
ISSN: 2589-0042
Pages: 986-995

Links

DeepDyve research library

PubMed Articles [5854 Associated PubMed Articles listed on BioPortfolio]

Trade openness, environmental regulation, and human capital in China: based on ARDL cointegration and Granger causality analysis.

This research aims to examine the empirical cointegration, long-run and short-run dynamics, and causal relationships between trade openness, environmental regulation, and human capital level in China ...

Fiscal policy and CO emissions from heterogeneous fuel sources in Thailand: Evidence from multiple structural breaks cointegration test.

This study investigated the dynamic linkage between fiscal policy, energy and CO emissions from heterogeneous fossil fuel sources in the context of the environmental Kuznets curve (EKC) framework for ...

Accuracy of Autism Screening in a Large Pediatric Network.

Universal screening is recommended to reduce the age of diagnosis for autism spectrum disorder (ASD). However, there are insufficient data on children who screen negative and no study of outcomes from...

Predictors of Universal Catheter Failure in Transradial Coronary Angiography.

Use of a universal diagnostic catheter may decrease procedural time and catheter-exchange related spasm when compared with a dual-catheter strategy. The aim of this study was to identify preprocedural...

A facile and universal method to efficiently fabricate diverse protein capsules for multiple potential applications.

Proteins are considered as one of the most important highly reproducible and monodisperse building blocks with specific functions in life sciences and material science. Protein capsules and their hybr...

Clinical Trials [793 Associated Clinical Trials listed on BioPortfolio]

36-Month Clinical Evaluation of a Universal Adhesive

The aim of this clinical trial was to evaluate and compare the performance of a universal adhesive with different adhesive strategies in the restoration of non-carious cervical lesions (NC...

Universal CD19-CART Treating ALL

Universal CART(U-CART) has a great advantage for its allogeneic T cell resource. After gene disruption of TCRα and HLA-1, U-CART will exempt from immunologic rejection by the receptor, an...

Clinical Comparison of Universal Adhesives in Terms of Different Application Modes on the Restoration of NCCLs

The aim of this randomized, controlled, prospective clinical trial was to evaluate the performances of two different universal adhesives and an etch&rinse adhesive in restoration of non-ca...

Reactogenicity, Safety and Immunogenicity of an Universal Influenza Vaccine Uniflu

This is a single-site, randomized, double-blind, placebo-controlled study of Uniflu in fifty four (54) volunteers 18-60 years of age with a dose escalation. All subjects will receive an i...

Use of Smartphone Health Applications Among Patients Aged 18 to 69 Years Recruited in Primary Care in Grenoble Area

This study evaluates the frequency of use of smartphone health applications among people consulting in primary care in the Grenoble region, France. This is a descriptive study using a que...

Medical and Biotech [MESH] Definitions

The application of scientific knowledge or technology to the field of radiology. The applications center mostly around x-ray or radioisotopes for diagnostic and therapeutic purposes but the technological applications of any radiation or radiologic procedure is within the scope of radiologic technology.

Writings having excellence of form or expression and expressing ideas of permanent or universal interest. The body of written works produced in a particular language, country, or age. (Webster, 3d ed)

Inland bodies of standing FRESHWATER usually smaller than LAKES. They can be man-made or natural but there is no universal agreement as to their exact size. Some consider a pond to be a small body of water that is shallow enough for sunlight to reach the bottom.

Health insurance coverage for all persons in a state or country, rather than for some subset of the population. It may extend to the unemployed as well as to the employed; to aliens as well as to citizens; for pre-existing conditions as well as for current illnesses; for mental as well as for physical conditions.

A blood group related to the ABO, Lewis and I systems. At least five different erythrocyte antigens are possible, some very rare, others almost universal. Multiple alleles are involved in this blood group.

Quick Search


DeepDyve research library

Searches Linking to this Article