Qualification: 
Ph.D, MBA, MPhil, MSc, B.Ed., BSc
m_dhanya@asb.kochi.amrita.edu
Phone: 
+91 9446075132

Dr. Dhanya Manayath currently serves as an Assistant Professor (Sr. Gr.) at  Amrita Shool of Business, Kochi. She has more than twelve years of experience in postgraduate teaching, that include coordinating and handling various academic and research activities. She has graduated her Master of Science (M. Sc.) in Statistics and also holds a Master’s degree in Business Administration (MBA). She obtained her UGC-NET in Management and M. Phil. in Statistics.

Dr. Dhanya was awarded her Ph. D. in Statistics on the topic “Estimation of reliability measures of some heavy tailed life time distributions” from Mahatma Gandhi University, Kerala, India. She has attended a number of national and international conferences where she has presented research papers in her area of specialization. She has publications in refereed national and international journals to her credit. Her areas of interest include Business Statistics, Operations Research, Research Methodology, Data Science, Business Analytics and Marketing Research. She is also a member of the Kerala Statistical Association.

Education

  • 2016: Ph. D. (Statistics)
    Mahatma Gandhi University, Kottayam
  • 2010: MBA (Operations)
    Indira Gandhi National Open University, New Delhi
  • 2008: M. Phil. (Statistics)
    Bharathidasan University, Trichy
  • 2003: B. Ed., Education
    Mahatma Gandhi University, Kottayam
  • 2002:  M. Sc. Statistics
    Mahatma Gandhi University, Kottayam
  • 2000: B. Sc. Mathematics
    Mahatma Gandhi University, Kottayam 
     

Teaching Interest

  • Data Analytics
  • Operations Research
  • Research Methodology
     

Publications

Publication Type: Journal Article

Year of Publication Publication Type Title

2015

Journal Article

Dr. Dhanya M. and S, J. E., “Quasi Bayesian Estimation of Stress Strength Model for the Power Function Distribution”, International Journal of Current Research, vol. 7, no. 11, pp. 22921-22927, 2015.[Abstract]


The reliability of a system is the probability that when operating under stated environmental conditions, the system will perform its intended function adequately. We consider the strength of the system X and the stress Y as random variables. The component fails at the instant that the stress applied to it exceeds the strength and the component will function satisfactorily whenever X>Y. The quasi-likelihood function was introduced by Wedderburn (1974) to be used for estimating the unknown parameters in generalized linear models.

More »»
PDF iconQuasi-Bayesian-Estimation-of-Stress-Strength-Model-for-the-Power-Function-Distribution.pdf

2014

Journal Article

Dr. Dhanya M. and Jeevanand, E. S., “Semi-Parametric Estimation of Pxy(X,Y)/X>Y for the Power Function Distribution”, International Journal of Engineering, Science and Mathematics, vol. 3, pp. 94-101, 2014.

2013

Journal Article

M. Smarty, Dr. Dhanya M., and P, S. K., “A Study on the Conflict Resolution Styles of Generation Y Students in Indian Context”, International Journal of Global Business, pp. 81-90, 2013.[Abstract]


The reliability of a system is the probability that when operating under stated environmental conditions, the system will perform its intended function adequately. We consider the strength of the system X and the stress Y as random variables. The component fails at the instant that the stress applied to it exceeds the strength and the component will function satisfactorily whenever X>Y. The quasi-likelihood function was introduced by Wedderburn (1974) to be used for estimating the unknown parameters in generalized linear models.

More »»
PDF iconA-Study-on-the-Conflict-Resolution-Styles-of-Generation-Y-Students-in-Indian-Context.pdf

Publication Type: Conference Proceedings

Year of Publication Publication Type Title

2014

Conference Proceedings

Dr. Dhanya M. and Jeevanand, E. S., “Estimation of P (y x) of Power Function Distribution”, International Conference on Mathematics and its Applications. Shanga Verlag, Villupuram, pp. 1716-1730, 2014.

2012

Conference Proceedings

Dr. Dhanya M. and Jeevanand, E. S., “Quasi Bayesian Estimation of Px,y((x,y)/x >y) for the Lomax distribution”, International Conference On Mathematical Modeling And Applied Soft Computing, vol. 1. Shanga Verlag, pp. 1089-1096, 2012.

Publication Type: Conference Paper

Year of Publication Publication Type Title

2014

Conference Paper

Dr. Dhanya M. and Jeevanand, E. S., “Semi-Parametric Estimation of Pxy(X,Y)/X>Y”, in International Conference on Mathematical Modelling and applications to Industrial Problems, 2014.

2011

Conference Paper

Dr. Dhanya M. and Jeevanand, E. S., “Bayes Estimation of Px,Y(X >Y) for the Power function Distribution Based on Records”, in National Seminar on Stochastic Modelling and Analysis, 2011.

207
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