NPTEL Lectures on Stochastic Hydrology

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Civil Engineering NPTL Mod-01 Lec-01 Introduction

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Civil Engineering NPTL Mod-01 Lec-02 Bivariate Distributions

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Civil Engineering NPTL Mod-01 Lec-03 Independence ; Functions of Random Variables

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Civil Engineering NPTL Mod-01 Lec-04 Moments of a Distribution

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Civil Engineering NPTL Mod-02 Lec-05 Normal Distribution

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Civil Engineering NPTL Mod-02 Lec-06 Other Continuous Distributions

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Civil Engineering NPTL Mod-03 Lec-07 Parameter Estimation

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Civil Engineering NPTL Mod-03 Lec-08 Covariance and Correlation

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Civil Engineering NPTL Mod-03 Lec-09 Data Generation

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Civil Engineering NPTL Mod-04 Lec-10 Time Series Analysis - I

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Civil Engineering NPTL Mod-04 Lec-11 Time Series Analysis - II

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Civil Engineering NPTL Mod-04 Lec-12 Time Series Analysis-III

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Civil Engineering NPTL Mod-04 Lec-13 Frequency Domain Analysis - I

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Civil Engineering NPTL Mod-04 Lec-14 Frequency Domain Analysis - II and ARIMA Models - I

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Civil Engineering NPTL Mod-04 Lec-15 ARIMA Models-II

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Civil Engineering NPTL Mod-04 Lec-16 ARIMA Models - III

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Civil Engineering NPTL Mod-04 Lec-17 ARIMA Models-IV

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Civil Engineering NPTL Mod-04 Lec-18 Case Studies - I

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Civil Engineering NPTL Mod-04 Lec-19 Case Studies - II

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Civil Engineering NPTL Mod-04 Lec-20 Case Studies -III

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Civil Engineering NPTL Mod-04 Lec-21 Case Studies- IV

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Civil Engineering NPTL Mod-05 Lec-22 Markov Chains - I

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Civil Engineering NPTL Mod-05 Lec-23 Markov Chains-II

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Civil Engineering NPTL Mod-06 Lec-24 Frequency Analysis - I

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Civil Engineering NPTL Mod-06 Lec-25 Frequency Analysis-II

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Civil Engineering NPTL Mod-06 Lec-26 Frequency Analysis - III and Probability Plotting - I

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Civil Engineering NPTL Mod-06 Lec-27 Probability Plotting - II

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Civil Engineering NPTL Mod-06 Lec-28 Goodness of Fit

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Civil Engineering NPTL Mod-06 Lec-29 IDF Relationships

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Civil Engineering NPTL Mod-07 Lec-30 Multiple Linear Regression

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Civil Engineering NPTL Mod-07 Lec-31 Principal Component Analysis

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Civil Engineering NPTL Mod-07 Lec-32 Regression on Principal Components

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Civil Engineering NPTL Mod-07 Lec-33 Multivariate Stochastic Models - I

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Civil Engineering NPTL Mod-07 Lec-34 Multivariate Stochastic Models - II

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Civil Engineering NPTL Mod-07 Lec-35 Multivariate Stochastic Models - III

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Civil Engineering NPTL Mod-08 Lec-36 Data Consistency Checks -I

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Civil Engineering NPTL Mod-08 Lec-37 Data Consistency Checks - II

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Civil Engineering NPTL Mod-08 Lec-38 Data Consistency Checks - III

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Civil Engineering NPTL Mod-09 Lec-39 Recent Applications: Climate Change Impact Assessment

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Civil Engineering NPTL Mod-09 Lec-40 Summary of the Course

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