Dr. Bindu Krishnan

Dr Bindu Krishnan

Dr. Bindu Krishnan

Designation: Assistant Professor (Special) 
Area: Systems & Information Technology
Education: M Sc, PhD

 

Overview

Dr Bindu Krishnan is a PhD Holder in Statistics with 19 years of teaching experience and 5 years of research experience in Distribution Theory and Time Series Modelling. She has been awarded PhD from Bharathiar University on the topic “A Study on Certain Heavytailed distributions and their Applications in Time Series Modelling”. She has published the book entitled “Probability Distributions, Random Processes and Numerical Methods” under Wiley Publications and also published several research articles in reputed national and international journals. She is an expert in statistical software for Data Analytics such as R Programming, Python Programming, Wolfram Alpha Mathematica, SAS and SPSS.

 

Educational Qualifications

  • PhD Statistics, Bharathiar University, 2018.      
  • M Sc Statistics, Cochin University of Science and Technology, 1998.
  • B Sc Mathematics, Bishop Moore College, University of Kerala, 1996.

Work Experience

  • Assistant Professor and Head, Department of Business Analytics, St Teresa’s College, Ernakulam from April 2017 to June 2018.
  • Assistant Professor, Toc H Institute of Science and Technology, Ernakulam from January 2006 to March 2017.
  • Visiting Faculty in Cochin University of Science and Technology and Sacred Hearts College, Thevara, Kochi from July 1999 to December 2005.

Areas of Interest

  • Data Analytics
  • Distribution Theory
  • Time Series Modelling

Papers Presented

  • On some characterizations of New Generalized Pareto distribution” in the National seminar on Recent Trends in Statistics held at University of Calicut, Calicut during Mar. 13-15, 2018.
  • “On a distribution related to Pareto and its applications” in the Annual Conference of Kerala Statistical Association held at St. Thomas College, Thrissur during Feb. 15-17, 2018.
  • “A new generalization of Pareto distribution: Properties and applications” in the International Conference on Theory and Applications of Statistics and Information Sciences, in Conjunction with XXXVII Annual Convention of Indian Society for Probability and Statistics held at Bharathiar University, Coimbatore during Jan. 05-07, 2018.
  • “A generalization of weighted Weibull distribution: Properties and applications” in the International Conference on Recent Advances in Statistical Methodology with Applications in Clinical and Official Statistics held at St. Thomas College, Pala during Jan. 03-05, 2018.
  • “A generalization of Weibull distribution: Properties and applications” in the third International Conference on Statistics for Twenty-first Century held at University of Kerala, Trivandrum during Dec. 14-16, 2017.
  • “Mixed Asymmetric Laplace Distributions and Processes” in the National Conference on ‘Advances in Statistical Sciences’ at University of Kannur, Kannur during Feb. 17-18, 2017.
  • “On Some Time Series Models with Esscher transformed Laplace Marginals” in the second International Conference on ‘Statistics for Twenty-first Century’ at University of Kerala, Trivandrum during Dec. 21-23, 2016.
  • “On Laplace ARMA Process” in the National Seminar on ‘Statistical Methods and Applications’ at Govt. Arts and Science College, Calicut during Dec. 15-17, 2016.
  • “On Some Time Series Models with Laplace Marginals” in the International Conference on ‘Recent Advances in Statistics’ at University of Mumbai, Mumbai during Jun. 27-29, 2016.
  • “On Some Moving Average Models with Laplace Marginals” in the National Seminar on ‘Applied Statistical Methodology with Special Emphasis on Time Series Analysis’ at Nirmala College, Muvattupuzha during Feb. 12-13, 2016.
  • “Non-Gaussian Time Series Models with Applications in Engineering and Industry” in the International Conference on ‘Advances in Applied Mathematics, Materials Science and Nanotechnology for Engineering and Industrial Applications’ at Federal Institute of Science and Technology, Angamaly during Jan. 7-9, 2016.
  • “First Order Moving Average Mixed Asymmetric Laplace Process” in the International Conference on ‘Statistics for Twenty-first Century’ at University of Kerala, Trivandrum during Dec. 17-19, 2015.
  • “Laplace models for wind shear data” in the second International Conference of ‘Emerging trends in Mechanical Engineering’ at Toc H Institute of Science & Technology, Ernakulam during Sep. 3-5, 2015.
  • “A New Moving Average Esscher transformed Laplace Process” in the International Conference of Mathematical Sciences at Sri Venkateswara University, Tirupati during Jul. 13-15, 2015.
  • “Autoregressive Moving Average models with Esscher transformed Laplace distribution as marginal” in the National Seminar on ‘Recent Advances in Statistical Theory and Computational Techniques’ at Catholicate College, Pathanamthitta during Feb. 6-7, 2015.
  • “Time series models with asymmetric Laplace distribution as marginals” in the annual Conference of Kerala Statistical Association at Kerala Varma College, Thrissur during Jan. 9-10, 2015.
  • “Time series modelling of an asymmetric Laplace distribution” in the International Conference of Forum for Inter-disciplinary Mathematics on ‘Interdisciplinary Mathematical, Statistical and Computational Techniques’ at National Institute of Technology, Surathkal, Karnataka during Dec. 18-20, 2014.
  • “Productivity, Performance and Technical Efficiency in Banking: The Foreign Bank’s Saga in the Context of Financial Reforms in India” in the International Conference on Business and Information at University of Kelaniya, Srilanka during November 2014.

Publications / Chapters/ Cases/ Book Review

  • “On a New Generalization of Pareto Distribution and its Applications” in Communications in Statistics-Simulation and Computation, 2018, Taylor and Francis Group, SCI Journal.
  • “On Some Time Series Models with Laplace Marginals” in   Journal of Applied Mathematics and Statistics, 2017, Columbia International Publishers.
  • “On a Generalization of Marshall-Olkin Weibull Distribution and its Applications” in the Journal of Kerala Statistical Association, Volume 28, 2017, ISSN 2249-4553.
  • “A Mixed
  • Asymmetric Laplace Moving Average Process” in Global Journal of Pure and Applied Mathematics, Volume 13, No 9, 2017, ISSN 0973-1768.
  • “A First Order Moving Average Model with Esscher transformed Laplace Innovations” in the International Journal of Statistics and Systems, Volume 12, No 4, 2017, ISSN 0973-2675.
  • “Some Random Coefficient Models with Laplace Marginals” in the International Journal of Statistical Distributions and Applications, Volume 2, No.4, 2016, ISSN 2472-3487.
  • “Asymmetric Laplace-Normal Mixture Model for Wind shear data” in the International Journal of Innovative Research in Science, Engineering and Technology, Volume 4, Special Issue 2, 2015, ISSN 2347-6710.
  • “Laplace models for wind shear data” in the Proceedings of Second International Conference on “Emerging trends in Mechanical Engineering” at Toc H Institute of Science & Technology, Ernakulam September 2015.
  • “A Review on Asymmetric Laplace Distributions and its Applications in Time Series Modelling” in the Proceedings of National Seminar on “Recent Advances in Statistical Theory and Computational Techniques” at Catholicate College, Pathanamthitta, February 2015.
  • “Productivity, Performance and Technical Efficiency in Banking: The Foreign Bank’s Saga in the Context of Financial Reforms in India” in the Kelaniya Journal of Management, Volume 4, No. 1, Jan-Jun 2015, 50-64.

FDP/MDP/Workshop/Consultancy Offered

  • National Workshop on ‘Statistical Methods for Data Analytics using R’ at University of Kerala, Trivandrum, Kerala during Oct. 23-28, 2017.
  • Workshop on ‘Time Series Analysis using R Package’ at Cochin University of Science and Technology, Cochin during Jun. 29-30, 2017.
  • Workshop on “Financial Econometrics using R” at Amrita University, Bangalore during May 27-28, 2017.
  • Workshop on “Applied Statistical Techniques” at Cochin University of Science and Technology, Cochin during Jan. 19-21, 2017.
  • International Workshop on Distribution Theory and Applications at University of Kerala, Trivandrum during Dec. 19-20, 2016.
  • National Workshop on “Big Data Analytics” at Govt. College, Kozhikode during Dec. 13-14, 2016.
  • National Workshop on R at Christian College, Kattakada, Trivandrum on Aug. 10, 2016.
  • Short Term Training Program on “Mathematical Models in Data Mining Process” at School of Engineering, Cochin University of Science and Technology, Cochin during Apr. 4-8, 2016.
  • International Workshop on “Distribution Theory & Applications” at University of Kerala, Trivandrum during Dec. 14-16, 2015.
  • Workshop on “Advanced Statistical Theory and Applications” at University of Calicut, Calicut during Dec. 9-10, 2015.
  • Workshop on “Distribution Theory” at University of Calicut, Calicut on Mar. 3, 2015.
  • International Workshop on “Reliability and Time series Methodology relevant to Business and Industry” at Cochin University of Science and Technology, Cochin during Jan. 5-7, 2015.
  • National Conference on Advances in Statistical Theory, Modelling and Applications” at Bharathiar University, Coimbatore during Mar. 27-28, 2014.

Professional Membership

  • Life Member of ISPS
  • Life Member of IAAP
  • Life Member of KSA

Contact Details

Mobile: +91 9447825574

Email: bindu.k@saintgits.org