Cite this paper
Hossain, M. and Anam, S. (2012) Identifying the dependency pattern of daily rainfall of Dhaka station in Bangladesh using Markov chain and logistic regression model. Agricultural Sciences
, 385-391. doi: 10.4236/as.2012.33045
 Hulme, M., Osborn, T.J. and Johns, T.C. (1998) Precipi-tation sensitivity to global warming: Comparison of ob-servations with HADCM2 simulations. Geophysical Research Letters, 25, 3379-3382.
 Dore, M.H.I. (2005) Climate change and changes in global precipitation patterns: What do we know. Environment International, 31, 1167-1181.
 Kayano, M.T. and Sans′?golo, C. (2008) Interannual to decadal variations of precipitation and daily maximum and daily minimum temperatures in southern Brazil. Theoretical and Applied Climatology, 97, 81-90.
 Banglapedia (2003) National encyclopaedia of Bangladesh. Asiatic Society of Bangladesh, Dhaka.
 Shahid, S. (2008) Spatial and temporal characteristics of droughts in the western part of Bangladesh. Hydrological Processes, 22, 2235-2247. doi:10.1002/hyp.6820
 Nnaji, A.O. (2001) Forecasting seasonal rainfall for agricultural decision-making in northern Nigeria. Agricultural and Forest Meteorology, 107, 193-205.
 Williams, C.R. (1952) Sequences of wet and dry days considered in relation to the logarithmic series. Quarterly Journal of the Royal Meteorological Society, 78, 91-96.
 Gabriel, K.R. and Neumann, J. (1962) On a distribution of weather cycles by length. Quarterly Journal of the Royal Meteorological Society, 83, 375-380.
 Gabriel, K.R. and Neumann, J. (1962) A Markov chain model for daily rainfall occurrence at Tel Aviv. Quarterly Journal of Royal Meteorological Society, 88, 90-95.
 Gates, P. and Tong, H. (1976) On Markov chain modeling to some weather data. Journal of Applied Meteorology, 15, 1145-1151.
 Stern, R.D., Dennett, M.D. and Dale, I.C. (1982) Methods for analyzing daily rainfall measurements to give agronomically useful results. I. Direct methods. Experimental Agriculture, 18, 223-236.
 Stern, R.D., Dennett, M.D. and Dale, I.C. (1982) Methods for analyzing daily rainfall measurements to give agronomically useful results. II. Direct methods. Experimental Agriculture, 18, 223-236.
 Stern, R.D. and Coe, R. (1984) A model fitting analysis of daily rainfall data. Journal of the Royal Statistical Society: Series A, 147, 1-34.
 Islam, M.A. (1980) Probability distribution of seasonal rainfalls of pabana and same of its applications. Chittagong University Studies, 4, 111-119.
 Sinha, N.C. (1989) Impact of rainfall on agriculture: An Application of probability models. M. Phil. Thesis, University of Chittagong, Bangladesh.
 Sinha, N.C. and Paul J.C. (1992) Analysis of rainfall occurrences for sylhet station: An application of Markov model. Bangladesh Journal of Scientific Research, 10, 95-102.
 Islam, S.M.S. and Sinha, N.C. (1993) Markov chain analysis of rainfall in Bangladesh. Journal of Statistical Studies, 13, 45-53.
 Roy, M.K., Rahman, S. and Paul, J.C. (1990) Regional variations in the trends and periodicities of annual rainfall over Bangladesh. Journal of Statistical Studies, 10, 40- 50.
 Sinha, N.C. and Islam, S.M.S. (1994) Impact of the patterns of rainfall on aus and aman crops: An application of Markov model. Journal of Statistical Studies, 14, 77-85.
 Sinha, N.C. (1997) Analysis of rainfall in Bangladesh. Journal of Statistical Studies, 7, 25-30.
 Islam, S.E.D and Hossain, F.H. (2000) Fitting of daily rainfall occurrence as an alternating renewal process. Journal of Bangladesh Academy of Sciences, 24, 187-195.
 Kottegoda, N.T., Natale, L. and Raiteri, E. (2004) Some considerations of periodicity and persistence in daily rainfalls. Journal of Hydrology, 296, 23-37.
 De Michele, C. and Bernardara, P. (2005) Spectral analysis and modeling of space-time rainfall fields. Atmospheric Research, 77, 124-136.
 Deni, S.M. and Jemain, A.A. (2009) Fit-ting the distribution of dry and wet spells with alternative probability models. Meteorology and Atmospheric Physics, 104, 13-27. doi:10.1007/s00703-008-0010-7
 BBS, Dhaka, Bangladesh at a glance.
 Billingsley, P. (1961) Statistical methods in Markov chains. Annals of Mathematical Statistics, 32, 12-40.
 Ross, S.M. (1983) Stochastic processes. John Wiley, New York.
 Kleinbaum, D.G. and Klein M. (2005) Logistic regression: A self-learning text. Springer, Berlin.
 Basu, A.N. (1971) Fitting of a Markov chain model for daily rainfall data at calcutta. Indian Journal of Meteorology and Geophysics, 22, 67-74.
 Kitagawa, G. and Gersch, W. (1984) A smoothness priors-state space modeling of time-series with trend and seasonality. Journal of American Statistical Association, 79, 378-389. doi:10.2307/2288279
 Good, I.J. (1955) The likelihood ratio test for Markov chain. Biometrika, 42, 531-533.
 Yakowitz, S.J. (1976) Small sample hypothesis tests of markov order, with application to simulated and hydrologic chains. Journal of the American Statistical Association, 71, 132-136.
 Ljung, G. and Box, G. (1978) On a measure of lack of fit in time series models. Biometrika, 67, 297-303.