Lecture 11 of 40Time Series Analysis
Time Series Analysis(2)
Prof. P.P. Mujumdar · IISc Bangalore
Credits and licence
- From
- Stochastic Hydrology, IISc Bangalore (at NPTEL)
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
- Who can watch
- Tweens profiles and older. How courses are placed
All the lectures
- Introduction
- Bivariate Distributions
- Independence ; Functions of Random Variables
- Moments of a Distribution
- Normal Distribution
- Other Continuous Distributions
- Parameter Estimation
- Covariance and Correlation
- Data Generation
- Time Series Analysis(1)
- Time Series Analysis(2)
- Time Series Analysis(3)
- Frequency Domain Analysis(1)
- Frequency Domain Analysis(2) and ARIMA Models(1)
- ARIMA Models(2)
- ARIMA Models(3)
- ARIMA Models(4)
- Case Studies(1)
- Case Studies(2)
- Case Studies(3)
- Case Studies(4)
- Markov Chains(1)
- Markov Chains(2)
- Frequency Analysis(1)
- Frequency Analysis(2)
- Frequency Analysis(3) and Probability Plotting(1)
- Probability Plotting(2)
- Goodness of Fit
- IDF Relationships
- Multiple Linear Regression
- Principal Component Analysis
- Regression on Principal Components
- Multivariate Stochastic Models(1)
- Multivariate Stochastic Models(2)
- Multivariate Stochastic Models(3)
- Data Consistency Checks(1)
- Data Consistency Checks(2)
- Data Consistency Checks(3)
- Recent Applications: Climate Change Impact Assessment
- Summary of the Course