Dr Mohammad Shahed Masud
Office: Room no. 301
BSc, MSc (Dhaka), PhD (Plymouth)
Missing data analysis, Statistical methods in computational neuroscience
- Masud, M.S. and Rahman, M.M.(2004).Multiple Linear Regression with Missing Covariate Values. Journal of Statistical Research, vol.38, No.1,pp.91-107.
- Masud, M.S. and Borisyuk, R. (2011). Statistical technique for analysing functional connectivity of multiple spike trains. Journal of Neuroscience Methods. 196 (1), 201-219. doi:10.1016/j.jneumeth.2011.01.003.
Rahman, M.S., Howlader, T., Masud, M.S., and Rahman, M.L. (2016). Association of Low-Birth-Weight with Malnutrition in Children under Five Years in Bangladesh: Do Mother’s Education, Socio-Economic Status, and Birth Interval Matter? PLoS One; v11(6): e0157814. DOI: 10.1371/journal.pone.0157814.
- Masud, M. S., Borisyuk, R. and Stuart, L.(2017). Advanced correlation grid: Analysis and visualisation of functional connectivity among multiple spike trains. Journal of Neuroscience Methods, 286: 78-101.
- Islam, M.M. and Masud, M.S. (2018). Health care seeking behaviour during pregnancy, delivery and the postnatal period in Bangladesh: Assessing the compliance with WHO recommendations. Midwifery. 63 (2018) 8–16.
- Islam, M.M. and Masud, M.S. (2018). Determinants of frequency and contents of antenatal care visits in Bangladesh: Assessing the extent of compliance with the WHO recommendations. PLoS ONE 13(9): e0204752. https://doi.org/10.1371/journal.pone.0204752.
- Rahman, M.S., Mushfiquee, M., Masud, M.S., Howlader, T. (2019). Association between malnutrition and anemia in under-five children and women of reproductive age: Evidence from Bangladesh Demographic and Health Survey 2011. PLoS ONE, 14(7): e0219170. https://doi.org/10.1371/journal.pone.0219170.
- Afiaz, A., Masud, M.S. and Mansur, M. (2021). Impact of child’s cognitive and social-emotional difficulties on child abuse: Does mother’s justification of intimate partner violence also play a role? Child Abuse & Neglect, Volume 17, DOI: 10.1016/j.chiabu.2021.105028.
Conference, Workshop Presentation
- Masud, M.S and Borisyuk, R (2009). A new method to study functional connectivity of spike trains. Workshop on Mathematical Neuroscience, Edinburgh, United Kingdom.
- Masud, M.S and Borisyuk, R (2009). Modulated renewal process and statistical analysis of multiple spike trains. The 8th International Workshop on Neural Coding, Tainan, Taiwan.
- Masud, M.S and Borisyuk, R (2010). Spike train metric based on Cox method. Workshop on Spike Train Measures and Their Applications to Neural Coding, Plymouth, United Kingdom.
- Masud M.S. and Borisyuk R (2009). Modulated renewal process and statistical analysis of multiple spike trains. Frontiers in Neuroinformatics 2009. Conference Abstract: 2nd INCF Congress of Neuroinformatics, pp 49.
- Regression Models with Missing Covariate values and Application to Maternal Pregnancy Data. MSc thesis, Institute of Statistical Research and Training, University of Dhaka, Bangladesh.
- New statistical methods to derive functional connectivity from multiple spike trains. PhD thesis, School of Computing and Mathematics, University of Plymouth, United Kingdom.