Stochastic Hydrology

Stochastic Hydrology
Stochastic Hydrology by Prof. P. P. Mujumdar, Department of Civil Engineering, IISc Bangalore For more details on NPTEL visit http://nptel.iitm.ac.in
Mod-01 Lec-01 Introduction
Mod-01 Lec-02 Bivariate Distributions
Mod-01 Lec-03 Independence ; Functions of Random Variables
Mod-01 Lec-04 Moments of a Distribution
Mod-02 Lec-05 Normal Distribution
Mod-02 Lec-06 Other Continuous Distributions
Mod-03 Lec-07 Parameter Estimation
Mod-03 Lec-08 Covariance and Correlation
Mod-03 Lec-09 Data Generation
Mod-04 Lec-10 Time Series Analysis - I
Mod-04 Lec-11 Time Series Analysis - II
Mod-04 Lec-12 Time Series Analysis-III
Mod-04 Lec-13 Frequency Domain Analysis - I
Mod-04 Lec-14 Frequency Domain Analysis - II and ARIMA Models - I
Mod-04 Lec-15 ARIMA Models-II
Mod-04 Lec-16 ARIMA Models - III
Mod-04 Lec-17 ARIMA Models-IV
Mod-04 Lec-18 Case Studies - I
Mod-04 Lec-19 Case Studies - II
Mod-04 Lec-20 Case Studies -III
Mod-04 Lec-21 Case Studies- IV
Mod-05 Lec-22 Markov Chains - I
Mod-05 Lec-23 Markov Chains-II
Mod-06 Lec-24 Frequency Analysis - I
Mod-06 Lec-25 Frequency Analysis-II
Mod-06 Lec-26 Frequency Analysis - III and Probability Plotting - I
Mod-06 Lec-27 Probability Plotting - II
Mod-06 Lec-28 Goodness of Fit
Mod-06 Lec-29 IDF Relationships
Mod-07 Lec-30 Multiple Linear Regression
Mod-07 Lec-31 Principal Component Analysis
Mod-07 Lec-32 Regression on Principal Components
Mod-07 Lec-33 Multivariate Stochastic Models - I
Mod-07 Lec-34 Multivariate Stochastic Models - II
Mod-07 Lec-35 Multivariate Stochastic Models - III
Mod-08 Lec-36 Data Consistency Checks -I
Mod-08 Lec-37 Data Consistency Checks - II
Mod-08 Lec-38 Data Consistency Checks - III
Mod-09 Lec-39 Recent Applications: Climate Change Impact Assessment