Statistics Department
Started in 1972 as part of the Department of Mathematics, Department of Statistics was established as an independent department in 1981. The Department offers B.Sc degree in Statistics, and is committed to advancing knowledge and acquiring skills in statistical techniques and softwares used for analysing data.
DEPT. EMAIL ID: msmstat@gmail.com
Rank List
CBCSS Course:
- BSc. Statistics (3 years)
FYUGP:
- BSc Statistics Degree(3 years)
- BSc Statistics Honours (4 years)
FYUGP coordinator
Dr.Remya Sivadas
Mail Id: remyasivadas@msmcollege.in
Started in the year 1972 as part of Department of Mathematics, Department of Statistics was established as an independent department in 1981. The Department offers B.Sc degree in Statistics, and is committed to advancing knowledge and acquiring skills in statistical techniques and softwares used for analysing data.
The former faculty includes Prof. R. Raveendran Nair (First H O D), (Late) Prof. N. Dhamodharan nair, Prof. A. Venkideswaran, Prof. Tess Mathew and Prof. B. Unnikrishnan Nair. The department has been very active in teaching, research, training etc.
The present faculty includes Dr. Shy Mary M. (HOD), Dr. Remya Sivadas & Mrs. Fathima K. For the empowerment of the faculties, the faculty members are actively involved in research, participate in seminars, conferences, workshops and orientation programmes. We also ensure our sincere effort to offer the best in terms of academic programmes, with the upgraded laboratory facilities time to time. We are proud to mention that many of our students could secure lucrative jobs and have attained remarkable positions in various realms of the society. The Department has an active Alumni Association.
faculty LIST
Dr. Shy Mary M

Dr. Shy Mary M
Administrative / Official Responsibilities
Head & Assistant Professor, Department of Statistics,
MSM College, Kayamkulam, Alappuzha.
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Contact Information
- Residential Address: Karishma, Vikas Nagar, Polayathodu, Kollam, Kerala
- Mobile Number: +91 9496093313
- Email: shymary@msmcollege.in
Academic Qualifications
- Ph.D. in Statistics
- M.Phil. in Statistics
- M.Sc. in Statistics
- B.Ed. in Mathematics
Area of Specialization
- Record Values, Estimation
Professional Experience
- UG Teaching Experience (as of September 1, 2026): 12 years and 7 months
- Research Experience: 5 years
Administrative - Responsibility: Head of the Department of Statistics, MSM College
Academic Positions (University Level)
- Member, Board of Studies in Statistics, Mahatma Gandhi University (March 23, 2026 – Present)
- Member, Board of Studies in Statistics, University of Kerala (March 7, 2024 – Present)
- Member, Board of Studies in Statistics, University of Kerala (December 3, 2020 – December 2, 2023)
Publications
International Journals
- Chacko, M. and Shy Mary, M. (2013). Concomitants of k-record values arising from Morgenstern family of distributions and their applications in parameter estimation, Statistical Papers, DOI:10.1007/s00362-011-0409-y
- Chacko, M. and Shy Mary, M. (2013). Estimation and prediction based on k-record values from normal distribution, Statistica, DOI:10.6092/issn.1973-2201/4495
National Journals
- Chacko, M. and Shy Mary, M. (2014). Estimation and prediction based on k-record values from logistic distribution. Calcutta Statistical Association Bulletin, ISSN: 0008-0683, 137-159, Vol.66.
- Shy Mary, M. and Chacko, M. (2013). Concomitants of k-record values from Kibble’s Bivariate Gamma distribution. IAPQR Transactions, ISSN: 0970-0102, 151-164, Vol. 38.
- Shy Mary, M. and Chacko, M. (2010). Estimation of parameters of uniform distribution based on k-record values. Calcutta Statistical Association Bulletin, ISSN: 0008-0683, 143-158, Vol. 62.
International Conference Proceedings
- Shy Mary, M. and Chacko, M. (2011). Estimation of the parameter of Downton’s bivariate exponential distribution using concomitants of record values. Proceedings of the International Conference on Mathematical Sciences, 341-348.
National Conference Proceedings
- Shy Mary, M. and Chacko, M. (2013). Estimation and prediction based on k-record values from gamma distribution. Collection of recent statistical methods and applications, 149-160. ISBN: 978-93-5104-794-0.
Selected Seminars and Conferences
- Presented a paper on “Concomitants of k-Record Values arising from Morgenstern Family of Distributions and Their Applications in Parameter Estimation” at the National Seminar on Recent Trends in Statistical Theory and Applications, organized by the Department of Statistics, University of Kerala (27–29 June 2019).
- Presented a paper entitled “Concomitants of k-Record Values from Morgenstern Type Bivariate Uniform Distribution with Applications to Inference” at the International Conference on Stochastic Modelling, organized by the Department of Statistics and Biostatistics, St. Thomas College, Pala (3–4 January 2014).
- Presented a paper entitled “Concomitants of k-Record Values from Morgenstern Type Bivariate Gamma Distribution with Applications to Inference” at the Annual Convention of Indian Society for Probability and Statistics (ISPS) and International Conference on Statistics, Probability and Related Areas, held at the Department of Statistics, Cochin University of Science and Technology (19–22 December 2011).
- Presented a paper entitled “Estimation and Prediction Based on k-Record Values from Gamma Distribution” in the National Conference on Statistics for Twenty-First Century (NCSTC), held in the Department of Statistics, University of Kerala (17–19 March 2011).
- Presented a paper entitled “Concomitants of Record Values Arising from Morgenstern Type Bivariate Gamma Distribution and Their Applications in Parameter Estimation” in the International Conference on Actuarial Statistics, Bio Statistics and Stochastic Modelling, held in the Department of Statistical Sciences, Kannur University (10–14 January 2011).
- Presented a paper entitled “Estimation of the Parameters of Downton’s Bivariate Exponential Distribution Using Concomitants of Record Values” in the International Conference on Mathematical Sciences, organized by the Department of Statistics, St. Thomas College, Pala (3–5 January 2011).
- Presented a paper entitled “Estimation of the Parameter of Kibble’s Bivariate Gamma Distribution Using Concomitants of Record Values” in the National Conference held at the Department of Statistics, Bharathiar University, Coimbatore (21–23 December 2010).
- Presented a paper entitled “Concomitants of k-Record Values Arising from Morgenstern Type Bivariate Exponential Distribution” in the National Seminar on “Interdisciplinary Applications in Statistics” at Maharaja’s College, Ernakulam (25–26 November 2010).
- Presented a paper entitled “Estimation of Parameter of Uniform Distribution Based on k-Record Values” during the 97th Indian Science Congress, held at the University of Kerala, Thiruvananthapuram (3–7 January 2010).
- Participated in the National Seminar on “Statistical Computing with R”, organized by the Department of Statistics, University College, Thiruvananthapuram, sponsored by the Directorate of Collegiate Education, Government of Kerala (18–19 November 2019).
- Participated in the National Seminar on “Advances in Integrated Scientific Research” held at MSM College, Kayamkulam (15–16 January 2019).
- Participated in the National Seminar on “Applied Statistics and Data Analysis”, organized by the Department of Statistics, Government College, Kariavattom, Thiruvananthapuram, sponsored by the Department of Collegiate Education, Government of Kerala (9–10 November 2017).
- Participated in the 24th Annual Conference of Indian Society for Probability and Statistics and National Seminar on Recent Advances in Statistical Theory and Applications, held at St. Thomas College, Pala (4–6 November 2004).
Faculty Development Programs & Training Courses
- Participated in the Faculty Development Programme entitled “Advanced Statistical Computing for Teaching and Research Excellence: A Hands-On FDP”, conducted by the University of Kerala in association with the UGC-Malaviya Mission Teacher Training Centre, University of Kerala, Kariavattom, Thiruvananthapuram (29 January – 4 February 2026).
- Participated in the UGC-sponsored Short-Term Course in Innovation and Start-ups, conducted by Kannur University (28 October – 3 November 2025).
- Participated in the UGC-sponsored Short-Term Course in Mental Health and Wellbeing, conducted by Kannur University in association with the UGC-Malaviya Mission Teacher Training Centre (20–26 August 2025).
- Participated in the five-day workshop conducted for Curriculum Design and Development of the Four-Year Under Graduate Programme in Statistics by the University of Kerala (19–23 March 2024).
- Participated in the one-week online national-level Short-Term Course (Faculty Development Programme) in E-Content Development, organized by MSM College in collaboration with the UGC HRDC, University of Kerala (24–30 September 2020).
- Participated in the Faculty Development Programme on “R”, offered by IIT Bombay (7–14 September 2020).
- Participated in the one-week online Short-Term Faculty Development Programme in “Digital Learning – New Normal Mode”, organized by DB College, Thalayolaparambu, in collaboration with the UGC HRDC, University of Kerala (4–10 September 2020).
- Participated in the one-week online national Faculty Development Programme on “E-Contents and ICT Tools for Innovative and Effective Teaching & Learning Process”, organized by Roorkee College of Management and Computer Applications, Roorkee (8–14 August 2020).
- Participated in the one-week online Short-Term Faculty Development Programme on “Towards a Digital Era of Teaching and Learning”, organized by the UGC HRDC, University of Kerala (12–18 August 2020).
- Participated in the Faculty Development Programme organized by TKM College of Arts and Science, Kollam, and IIT Teaching Learning Centre, Chennai (3–5 January 2019).
- Participated in the UGC-sponsored Refresher Course at the University of Kerala (24 May – 13 June 2018).
- Participated in the UGC-sponsored Orientation Programme at the University of Kerala (4–31 January 2018).
- Participated in the Department of Science and Technology, Government of India, New Delhi-sponsored “2009 SERC School on Multivariate and Matrix Variable Calculus and Statistical Distributions”, held at the Pala Campus of the Centre for Mathematical Sciences (20 April – 22 May 2009).
Workshops Attended
- Participated in the Workshop on “Outcome Based Education in Statistics”, organized by the Board of Studies in Statistics, University of Kerala, held at the Department of Statistics, Government College for Women, Thiruvananthapuram (February 2020).
- Participated in the National Workshop on “Statistical Analysis Using SPSS”, held at the Department of Statistics, Government Arts College, Thiruvananthapuram (16–18 January 2019).
- Participated in the Three-Day Workshop on “Syllabus Revision in Statistics”, held under the auspices of the Board of Studies in Statistics, University of Kerala, at the Department of Statistics, Government College for Women, Thiruvananthapuram (12–14 March 2018).
- Attended the National Workshop on “Statistical Computing Using SPSS”, sponsored by the Directorate of Collegiate Education, Government of Kerala, and conducted by the Department of Statistics, Government College for Women, Thiruvananthapuram (4–5 December 2014).
- Attended the three-day National Workshop & Lecture Series on “Statistics in Theory and Practice”, sponsored by the Indian Academy of Sciences, Bangalore, and held at the Department of Statistics, St. Thomas College, Pala (1–3 October 2003).
Dr. Remya Sivadas

Dr. Remya Sivadas
Designation: Assistant Professor
Area of Specialization: Distribution Theory
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Residential Address: Narakompoikayil, Erathuvadakara P.O, Manimala, Kottayam- 686543
Mobile No: 9495848204
Email: remyasivadas@gmail.com
Official Email: remyasivadas@msmcollege.in
Academic Qualification
- M. Sc
- M. Phil
- PhD
Teaching Experience: 9years
Research Experience: 5 years
Administrative /Official Responsibilities at College Level:
- Department NAAC Coordinator (2017-2025)
- IQAC Office team member
- Department Level FYUGP Coordinator (2024 onwards)
- Department Level AMS Coordinator (2026-27)
Academic Positions at University Level:
- Member, PG Board of Studies in Statistics, Mahatma Gandhi University,
Kottayam from March 2026 onwards.
Training Courses attended
- FLAIR Orientation Programme organized by the Directorate of Collegiate Education , Trivandrum on 26.10.2018.
- 2-day Faculty Development Programme on Effective Course Delivery using MOODLE from 3-Sept-2019 to 4-Sept-2019 at MILAD-E-SHERIEF MEMORIAL COLLEGE, KAYAMKULAM
- One Week online Short term Faculty Development Programme on “ICT Tools for Teaching Learning Process- Post Pandemic Educational Strategies” which was delivered as MOOC with four quadrants, organised by Department of Physics and IQAC Sree Narayana College Kollam in collaboration with The Kerala State Higher Education Council from August 17-23 , 2020
- AL-HAJ P K KUNJU SAHIB MEMORIAL webinar series 2020-2021 on “Sources of Funding for Research Activities” organized by, IQAC, MILAD-E-SHERIEF MEMORIAL COLLEGE, KAYAMKULAM
- 4-Week Induction/Orientation Programme for “Faculty in Universities/Colleges/Institutes of Higher Education” from September 01- September 30, 2020 under the aegis of Ministry of Human Resource Development , Pandit Madan Mohan Malaviya National Mission on Teachers and Teaching.
- Online Two – Week Refresher Course/Faculty Development Programme in Statistics on the theme “Applications of Statistical Techniques in Real World” from 01 – 15 May, 2021 under the aegis of Ministry of Human Resource Development , Pandit Madan Mohan Malaviya National Mission on Teachers and Teaching.
- Online-One Week Faculty Development Programme on “Data Analysis Using SPSS” from 25 – 31 May, 2021 under the aegis of Ministry of Human Resource Development , Pandit Madan Mohan Malaviya National Mission on Teachers and Teaching.
- Online Two – Week Refresher Course in Statistics from 30 March – 13April, 2023 under the aegis of Ministry of Human ResourceDevelopment, Pandit Madan Mohan Malaviya National Mission onTeachers and Teaching.
- Online-One Week Faculty Development Programme on Online oneweek Faculty Development Programme on “Data Analysis Using R”from08 -14 May, 2023 and under the aegis of Ministry of Human ResourceDevelopment, Pandit Madan Mohan Malaviya National Mission onTeachers and Teaching.
- NEP 2020 Orientation & Sensitization Programme under MalaviyaMission Teacher Training Programme (MM-TTP) of University GrantsCommission (UGC) Organized by MMTTC, Kannur University from14.07.2025 to 23.07.2025.
Seminar / Conference attended
- Participated in the International Conference on Statistics and Information Analytics (ICSIA-2011) organized by the PG and Research Department of Statistics, Loyola College, Chennai, during August 25-27, 2011.
- Participated in the National Conference on Advances in Statistical theory and Applications (ASTA-2011) organized by the Department of Statistics, Bangalore University and sponsored by the UGC and MOSPI, Govt. of India, during November 16-18, 2011.
- Participated in the XXXI Annual Convention of Indian Society for Probability and Statistics (ISPS) and International Conference on Statistics, Probability and Related Areas held at Department of Statistics, Cochin University of Science and Technology during 19-22 December, 2011.
- Participated in the National Seminar on Statistical Theory and Applications & The Annual Conference of the Kerala Statistical Association (KSA) organized by the Department of Statistics, St. Thomas College, Pala, Kerala and sponsored by the Department of Science and Technology, Govt. of India, New Delhi, during March 15-16, 2013.
- Participated in the International Conference on Stochastic Modeling& Workshop on Meta Analysis organized by the Department of Statistics, St. Thomas College, Pala, Kerala and sponsored by the Department of Science and Technology, Govt. of India, New Delhi, during January 3-4, 2014
- Participated in the National Seminar on Applied Statistical Methodology special Emphasis on Time Series Analysis March 12-13, 2016. Department of Statistics, Nirmala College, Muvattupuzha.
Publications
- Negative Binomial Marshall–Olkin Rayleigh Distribution and Its Applications, Econ. Qual. Control 2015; 30 (2):89–98, DOI: 10.1515/eqc-2015-0009
- Marshall-Olkin Exponentiated Generalized Fréchet Distribution and Its Applications , Journal of Probability and Statistical Science,2015 ISSN 1726-3328 13(2), 167-178.
- Harris Extended Burr XII Distribution and its Applications, Asian Journal of Statistical Science, 2022; 2(1), 37-46.
Fathima K

Fathima K
Designation:Assistant Professor
Area of Specialization: Reliability Theory
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Residential Address: Thanathputhuvelil, Veruvallybhagom, Kayamkulam, Alappuzha-690502
Mobile No.: 8943481676
Official Email ID: fathimak@msmcollege.in
Secondary Email ID: fathimk@gmail.com
Social Media Links: www.linkedin.com/in/fathima-kunnath-1015aa220
Academic Qualification:
M.SC Statistics
UGC-CSIR NET
Teaching Experience -: 8 Years
Research Experience: 3years
Administrative /Official Responsibilities at College Level
- Member of University Examination
- Committee2024-25, 2026-27
- Member of FYUGP Admission Committee 2026-27
- Department level NAAC Co-Ordinator (2025 onwards)
- Department level Co-Ordinator for ASAP, YIP, Connect Career to Campus.
Paper Presentations:
- Presented a paper entitled ‘A Study on Harmonic Vitality Function ‘at the 3 days National Conference on Current Development in Statistics (NCCDS-2024) conducted during 27-29 June 2024 in conjunction with the National Statistics Day celebrations 2024, organized by the Department of Statistics, University of Kerala.
- Presented a paper entitled ‘A Study on Some New Reliability Measures in Univariate Case’ at the 5 days Annual Conference of International Indian Statistical Association (IISA) 2024 held at Cochin University of Science and Technology (CUSAT) on 27-31 December 2024
- Presented a paper entitled ‘A Study on Some New Past Reliability Measures in the Univariate Case’ at the International Conference on Sustainable Innovations in Statistics and Data Science jointly organised by the Department of Statistics and Data Science of CHRIST (Deemed to be University), Bangalore and the Department of Statistics, University of Kerala on March 27-28, 2025.
- Presented a paper entitled ‘A Study on the Past Harmonic Vitality Function and its Reliability Properties’ at National Conference on Current Developments in Statistics (NCCDS)-2026 conducted during 29 June-01 July,2026 in conjunction with the National Statistics Day celebrations 2026, organized by the Department of Statistics, University of Kerala.
Training Courses Attended:
- Induction programme conducted by UGC-HRDC, university of Calicut, MARCH 2021.
- A short-term course in E-Teaching with learning management systems conducted by AKPCTA, JUNE 2020
- UGC Sponsored Refresher Course in Mathematics and Astronomy, conducted by Malaviya Mission Teacher Training Centre, University of Calicut, October 2023.
- Faculty Development Programme (MOOCs Mode) on Python for Data Science (4 weeks), conducted by NPTEL-AICTE, Jul-Aug 2023
- One-weekFaculty Development Programme under PM-UShA Scheme entitled “Advanced Statistical Computing for Teaching and Research Excellence: A Hands-On FDP” conducted by University of Kerala in association with UGC-Malaviya Mission Teacher Training Centre, University of Kerala, Kariavattom from 29-01-2026 to 04-02-2026.
Seminars/Conferences attended:
- 2-DAY faculty development programme on Effective Course Delivery using Moodle conducted by ICT ACADEMY OF KERALA, at MSM COLLEGE, KAYAMKULAM.
- AL-HAJ P K KUNJU SAHIB MEMORIAL webinar series 2020-2021 on “Sources of Funding for Research Activities” organized by, IQAC, MILAD-E-SHERIEF MEMORIAL COLLEGE, KAYAMKULAM
- 3 days National Conference on Current Development in Statistics (NCCDS-2024) conducted during 27-29 June 2024 in conjunction with the National Statistics Day celebrations 2024, organized by the Department of Statistics, University of Kerala.
- 5 days Annual Conference of International Indian Statistical Association (IISA) 2024 held at Cochin University of Science and Technology (CUSAT) on 27-31 December 2024
- 2 days International Conference on Sustainable Innovations in Statistics and Data Science jointly organised by the Department of Statistics and Data Science of CHRIST (Deemed to be University), Bangalore and the Department of Statistics, University of Kerala on March 27-28, 2025.
- 3 days National Conference on Current Developments in Statistics (NCCDS)-2026 conducted during 29 June-01 July,2026 in conjunction with the National Statistics Day celebrations 2026, organized by the Department of Statistics, University of Kerala.
Workshops/Training Sessions attended:
- Workshop on Outcome Based Education in Statistics for the purpose of Revising the syllabus of statistics, organised by the board of studies in statistics, university of Kerala.
- 5 days workshop on ‘Data Analysis using SPSS’ organized by department of social work and Depart of commerce in association with internal quality assurance cell (IQAC), BISHOP CHULAPARAMBIL MEMORIAL COLLEGE, KOTTAYAM
- 4 days online Workshop conducted by NPTEL+ on ‘Leveraging Generative AI for Teaching Programming Courses ‘on 10-11 and 17-18 June 2023
Dr. Vyshnavi M

Dr. Vyshnavi. M
Designation: Guest Faculty
Area of Specialization: Time Series, Stochastic Processes.
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Residential Address: Vyshnavam, KappilMekku, Krishnapuram, Kayamkulam
Mobile No: 7907214790
Email: vyshnavimp@gmail.com
Academic Qualification: PhD, MSc
Teaching Experience (as on 01/08/2026)
UG: 2 years
Research Experience: 4 years
Conference attended
- Presented a paper titled “Assessing the Effectiveness and Accuracy of Stochastic Models for Agricultural Productivity Analysis” at the Tenth International Conference on Statistics for the Twenty-First Century held on December 16, 2024, at the University of Kerala, Trivandrum.
- Presented a paper titled “Hidden Markov Models for Monitoring Agricultural Nutrient Consumption in Eastern India” at the International Conference on Statistics and Data Science 2024 at SreeSankara College, Kalady.
International Journal Publications
- Comparative Study of the Hidden Markov Model and Fuzzy Hidden Markov Model – Review, Journal of Emerging Technologies and Innovative Research, Vol. 10, No. 7, pp. g276-g288, 2023.
- Dynamic Forecasting through Hidden Markov Models and Lag Analysis: Explicitly Focusing on Agriculture, Indian Journal of Natural Science, Vol. 15, No. 87, pp. 86560-86568, 2024.
- Comparative Analysis of Triangular Fuzzy Hidden Markov Models and Traditional Hidden Markov Models, Advances and Applications in Statistics, Vol. 92, No. 2, pp. 171-189, 2025.
- Optimizing Hidden Markov Models with Fuzzification Techniques, Reliability Theory & Applications, Vol. 19, No. 4(80), pp. 599-610, 2024.
- Efficiency and Precision of Stochastic Models in Agricultural Productivity, Suranaree Journal of Science and Technology, Vol. 32 (3), Page Nos. 030310(1-12), 2025
- Hidden Markov Models for Estimating Import Dynamics with Probability Distribution Analysis, Reliability Theory & Applications. Vol. 20, No.2(84), Page Nos. 332-346, 2025.
- Modeling and Decoding Hidden States in Sequential Data using Hidden Markov Model in Asian Journal of Probability and Statistics, Vol. 27, No. 6, Page Nos. 138-149, 2025.
- Investigating Temporal Patterns using Hidden Markov Models with Lag Analysis in Journal of Mathematical Problems, Equations and Statistics, Vol. 6, No. 2, Page Nos. 08-15, 2025.
- The Comparison of the Hidden Markov Model with Machine Learning Techniques in Agricultural Prediction in Statistics in Transition New Series, Vol. 27, No 1, 2026.
Workshops Attended
- Participated in the DST-PURSE Satellite Symposium on Mathematical Computational Sciences, held at Bharathiar University from September 13–15, 2022.
- Attended the International workshop on “Academic Writing- Ethical issues” organized by Global Institute of Statistical Solutions, from June 18-20, 2022.
- Participated in the International workshop on “Basic Statistical Analysis and the Interpretation using SPSS”, organized by Global Institute of Statistical Solutions from July 2nd, 3rd and 5th, 2022.
- Participated in the Five-Day National Workshop on “Machine Learning” organized by the Department of Mathematics, Vimala College (Autonomous), Thrissur, Kerala, from 29 June to 03 July 2026.
Kerala University first rank holders (1984-2024)- 15
Alfiya L has been selected for the Chief Minister’s Student Excellence Award 2023.
Parvathi A bagged first prize in the quiz competition conducted by university of Kerala in connection with ‘Kerala University Research Fest 2023’.
Gowri Krishna got 2nd prize in quiz competition organised by the Department of Economics and Statistics in connection with 17th National Statistics Day held on 30 June 2023.
Gowri Krishna got 1st prize in Stat Insight 2024, online quiz competition organised by the Department of Economics and Statistics in connection with 18th National Statistics Day
2026-2027
Add-on course in Artificial Intelligence for Data Analysis
Keyboard fluency and Presentation Design
2025-2026
Invited talk on - Actuarial Science: Turning Numbers into risk management power
Workshop on Statistical Analysis using MS-Excel
Signing of the MoU between the Department of Statistics, MSM College, Kayamkulam, and IPCS Global Solutions Private Limited, Kottayam.
Workshop on Statistical Analysis using MS-Excel
- Dr. Tess Mathew (2012-2016)
- Dr. B Unnikrishnan Nair (2016-2018)
- Dr. Shy Mary M (2018- )