Pre-requisite: None
Statistical methods in hydrology; Probability distributions; Hypothesis testing; Goodness of fit statistics; Frequency analysis; Stochastic processes; Regression models; Multivariate modelling of hydrologic time series; Markov models; Time series analysis; Hydrologic time series modelling; AR, ARMA, ARIMA, and DARMA models.
Text/Reference Books:
- Hann, C.T., Statistical Methods in Hydrology, Second edition, Iowa State Press, Iowa, USA, 2002.
- Box, G. E. P., Jenkins, G. M., and Reinsel, G. C., Time Series Analysis, Forecasting and Control, Fourth Edition, John Wiley and Sons, New York, 2008
- Reddy, P. J., Stochastic Hydrology, Laxmi Publications Ltd., New Delhi, 1997
- Yevjevich, V., Probability and Statistics in Hydrology, Water Resources Publications, LLC, Fort Collins, Colarado, 1972.
- Yevjevich, V., Stochastic Processes in Hydrology, Water Resources Publications, LLC, Fort Collins, Colarado, 1970.
|