Civil - Stochastic Hydrology (English)

   Saturday, March 08, 2025   

Starting a new Lecture Notes Series on Civil - Stochastic Hydrology

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Civil - Stochastic Hydrology By Lecture Notes together!

Lecture 1: Mod-01 Lec-01 Introduction

Lecture 2: Mod-01 Lec-02 Bivariate Distributions

Lecture 3: Mod-01 Lec-03 Independence ; Functions of Random Variables

Lecture 4: Mod-01 Lec-04 Moments of a Distribution

Lecture 5: Mod-02 Lec-05 Normal Distribution

Lecture 6: Mod-02 Lec-06 Other Continuous Distributions

Lecture 7: Mod-03 Lec-07 Parameter Estimation

Lecture 8: Mod-03 Lec-08 Covariance and Correlation

Lecture 9: Mod-03 Lec-09 Data Generation

Lecture 10: Mod-04 Lec-10 Time Series Analysis - I

Lecture 11: Mod-04 Lec-11 Time Series Analysis - II

Lecture 12: Mod-04 Lec-12 Time Series Analysis-III

Lecture 13: Mod-04 Lec-13 Frequency Domain Analysis - I

Lecture 14: Mod-04 Lec-14 Frequency Domain Analysis - II and ARIMA Models - I

Lecture 15: Mod-04 Lec-15 ARIMA Models-II

Lecture 16: Mod-04 Lec-16 ARIMA Models - III

Lecture 17: Mod-04 Lec-17 ARIMA Models-IV

Lecture 18: Mod-04 Lec-18 Case Studies - I

Lecture 19: Mod-04 Lec-19 Case Studies - II

Lecture 20: Mod-04 Lec-20 Case Studies -III

Lecture 21: Mod-04 Lec-21 Case Studies- IV

Lecture 22: Mod-05 Lec-22 Markov Chains - I

Lecture 23: Mod-05 Lec-23 Markov Chains-II

Lecture 24: Mod-06 Lec-24 Frequency Analysis - I

Lecture 25: Mod-06 Lec-25 Frequency Analysis-II

Lecture 26: Mod-06 Lec-26 Frequency Analysis - III and Probability Plotting - I

Lecture 27: Mod-06 Lec-27 Probability Plotting - II

Lecture 28: Mod-06 Lec-28 Goodness of Fit

Lecture 29: Mod-06 Lec-29 IDF Relationships

Lecture 30: Mod-07 Lec-30 Multiple Linear Regression

Lecture 31: Mod-07 Lec-31 Principal Component Analysis

Lecture 32: Mod-07 Lec-32 Regression on Principal Components

Lecture 33: Mod-07 Lec-33 Multivariate Stochastic Models - I

Lecture 34: Mod-07 Lec-34 Multivariate Stochastic Models - II

Lecture 35: Mod-07 Lec-35 Multivariate Stochastic Models - III

Lecture 36: Mod-08 Lec-36 Data Consistency Checks -I

Lecture 37: Mod-08 Lec-37 Data Consistency Checks - II

Lecture 38: Mod-08 Lec-38 Data Consistency Checks - III

Lecture 39: Mod-09 Lec-39 Recent Applications: Climate Change Impact Assessment

Lecture 40: Mod-09 Lec-40 Summary of the Course