The Introduction of the Special Issue

Bias-Variance trade off has been always a problem, not only in the subject of statistical learning but also in various aspects of life. Statistical error analysis helps in reducing these effects. Statistical Inference and Statistical Learning are the two broad but most important areas for analysis of data.

In the era of big data, prediction requires an understanding of behavior (distribution) of the previous data as well as parameters of the distribution. This issue will give an opportunity to researchers to demonstrate their capabilities and contribution.

The Research Scope of the Special Issue

·Computer Science

·Mathematics

·Finance Industry

·Data Analysts

·Medical Fraternity

The Article Title of the Special Issue

1:On bias-variance trade off

2:The effect of relaxing the assumptions

3:Linear and non-linear behavior of data

4:Data reduction: Loss of information On the use of CRLB

Submission guidelines

All papers should be submitted via the Insight - Statistics submission system: http://insight.piscomed.com/index.php/I-S

Submitted articles should not be published or under review elsewhere. All submissions will be subject to the journal’s standard peer review process. Criteria for acceptance include originality, contribution, scientific merit and relevance to the field of interest of the Special Issue.

Important Dates

Paper Submission Due:July 15 , 2019

The Lead Guest Editor

Vivek Vijay

Dr Vivek Vijay, an Assistant Professor of Mathematics Department at Indian Institute of Technology, Jodhpur, earned his B Sc and M Sc from Govt. College, Kota and Ph D from IIT Bombay before eventually serving as Lecturer at BITS, Goa. He later joined Goa Institute of Management as an Assistant Professor and then moved to Syntel Inc Company where he headed the Quantitative Finance team as Manager. After a journey of two successful years, this passionate teacher returned to the Academics and joined IIT, Jodhpur as an Assistant Professor. Apart from a number of awards in his account, he is also awarded Gold Medal for securing highest marks in all Sciences in M Sc and Best Faculty Award by IIT Jodhpur.
An expert in Statistics, Dr Vivek Vijay has published several papers in National and International journals. He also edited a book titled “Systems Thinking Approach for Social Problems”. Organizing National & International Conferences and Workshops on different areas of Mathematics and Statistics is the part of his journey. He was also one of the Panellist in International Forum on Research & Development at McMaster University in 2011 at Canada.