HOME >> BIOLOGY >> NEWS
Statistical technique helps researchers gain more information from a single data run

For certain classes of data that may be very expensive or difficult to obtain, a new statistical technique may provide useful information from a single data run by allowing meaningful re-sampling.

The technique, known as "wavelet bootstrapping" or "wavestrapping," has applications in the geophysical sciences, bioinformatics, medical imaging, nanotechnology and other areas. It can also be useful for rapidly obtaining information from small data sets in such applications as medical diagnostics.

Wavelets are mathematical functions that have become increasingly important to researchers because of their ability to analyze data sets that are difficult to understand using traditional techniques such as Fast Fourier Transform. For instance, signals within noisy data recorded in the time domain can become more meaningful when analyzed in the wavelet domain.

Wavestrapping was pioneered by University of Washington researchers, who applied wavelet transforms to an established statistical re-sampling technique known as bootstrapping, which is used to extract additional information from single data runs. The marriage of bootstrapping and wavelets offers a new tool for the analysis of data sets that would otherwise be difficult to study because of correlation and time-dependency issues.

"The new thing here is re-sampling, but not in the time domain, which would be nearly impossible because of the strong dependence of data or correlation of data," said Brani Vidakovic, associate professor at the Georgia Institute of Technology's School of Industrial and Systems Engineering. "By transferring the data to the wavelet domain, applying re-sampling methods and then returning the re-sampled data as variants in the time domain, you can then proceed as if you had a data ensemble rather than a single run."

Vidakovic will discuss his research on validating wavelet bootstrapping strategies and assessing their variability bounds at the annual meeting
'"/>

Contact: John Toon
john.toon@edi.gatech.edu
404-894-6986
Georgia Institute of Technology Research News
16-Feb-2004


Page: 1 2 3 4

Related biology news :

1. Statistical analysis of anthrax attack shows outbreak could have been twice as large
2. ASU researchers demonstrate new technique that improves the power of atomic force micrscopy
3. New technique helps scientists reveal interactions between genes and drugs
4. New technique images gene expression in mice
5. Researchers report major advance in gene therapy technique
6. Busy sequencing technique saves money and time
7. Laser technique used to build micro-polymeric structure on a human hair, without harming it
8. Better techniques needed to predict earthquake hazards, UC study finds
9. Scientists develop new cloning technique that dramatically shortens the search for genes
10. New imaging technique developed to identify breast cancer
11. Imaging technique reveals new structure in retinal cells

Post Your Comments:
(Date:2/5/2015)... Epic Sciences , a precision diagnostics company dedicated to improving ... , Ph.D., president and CEO, is scheduled to present at ... Valley, which is taking place at the Computer History Museum ... 26-28, 2015. Dr. Prahalad will give a ... Epic Sciences was a finalist in the PMWC,s Most Promising ...
(Date:2/5/2015)... -- New Market Research Reports Title Global ... 2020 has Been Added to GrandViewReseach.com Report Database ... reach USD 5.10 billion by 2020, according to a ... help identify the site of tissue damage in case ... in medical imaging applications. They have been extensively used ...
(Date:2/5/2015)... JOLLA, Calif. , Jan. 30, 2015  It ... the great power and potential for genomic science as ... aid in disease prevention and treatment.  I was honored ... potential new, government-funded precision medicine program. ... advancing the science of genomics—from the first sequenced genome ...
Breaking Biology News(10 mins):Epic Sciences to Present at Personalized Medicine World Conference 2015 on the Use of Circulating Tumor Cells as Cancer Biomarkers 2IR Camera Market Worth $5.10 Billion By 2020: Grand View Research, Inc. 2IR Camera Market Worth $5.10 Billion By 2020: Grand View Research, Inc. 3J. Craig Venter, Ph.D., Co-Founder and CEO, Human Longevity, Inc. (HLI) Participates in White House Precision Medicine Event 2
(Date:2/26/2015)... 2015 On behalf of biotech client ... Wilentz, Goldman & Spitzer, P.A. (Wilentz) secured ... against Genewiz Inc. in excess of $10 million. The ... trade secrets, and that it improperly hired one or ... order denying motions for judgment notwithstanding the verdict, a ...
(Date:2/26/2015)... Calif. , Feb. 26, 2015 The healthcare ... this ever-changing arena, Frost & Sullivan will host its ... Sullivan Executive MindXchange , March 8 to 10, at the ... Diego, Calif. This event is a ... healthcare leaders to discuss industry disruptions and how to succeed ...
(Date:2/26/2015)... The Pittcon 2015 Exposition, which takes ... Morial Convention Center in New Orleans, Louisiana, will ... 2015) displaying products and services used by the ... The Exposition will offer the latest innovations in ... chemistry; drug discovery; nanotechnology; life sciences to include ...
(Date:2/26/2015)... February 26, 2015 Innovation is ... emerging from unexpected parts of the world and ... From agriculture to manufacturing to health care, disruption ... environmental realities and socio-political trends shake the foundations ... key ingredient for CEOs to survive the next ...
Breaking Biology Technology:Wilentz Client GenScript Awarded $10 Million in Trade Secrets Case Against Genewiz 2Wilentz Client GenScript Awarded $10 Million in Trade Secrets Case Against Genewiz 3Embrace the Future of Medical Technologies with Frost & Sullivan 2Embrace the Future of Medical Technologies with Frost & Sullivan 3Pittcon 2015 Announces Exposition Highlights 2One Million Acts of Innovation Canada Creates Partnership with The Economist Events’ Innovation Forum 2
Cached News: