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Econometrics
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Comprehensive econometrics course covering regression analysis, time series, heteroscedasticity, autocorrelation, and advanced estimation techniques. Includes practical exercises and exam preparation materials.
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55
Lesons
14 hours
On-Demand
Free-Video
NPTEL-NOC IITM
Classical Linear Regression Model - Part 4
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Explore advanced concepts in classical linear regression, focusing on model interpretation, diagnostics, and practical applications in statistical analysis.
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1
Lesons
28 minutes
On-Demand
Free-Video
NPTEL-NOC IITM
Classical Linear Regression Model - Part 3
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Explore advanced concepts of classical linear regression, including model assumptions, estimation techniques, and statistical inference for robust data analysis.
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1
Lesons
33 minutes
On-Demand
Free-Video
NPTEL-NOC IITM
Classical Linear Regression Model - Part 2
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Explore advanced concepts of classical linear regression, including model assumptions, parameter estimation, and statistical inference techniques.
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1
Lesons
32 minutes
On-Demand
Free-Video
Georgia Tech Research
Spectral Methods Meets Asymmetry: Two Recent Stories - Lecture 4
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Explore spectral methods for asymmetric data matrices, covering top-K ranking and matrix de-noising. Learn advantages over traditional approaches in data analysis and estimation.
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1
Lesons
49 minutes
On-Demand
Free-Video
BIMSA
Variational Approximations for Bayesian and Semi-Bayesian Inferences
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Explore variational approximations in Bayesian inference, focusing on group-variable selection and heteroscedastic Gaussian processes. Learn efficient parameter estimation and process forecasting techniques.
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1
Lesons
1 hour 2 minutes
On-Demand
Free-Video
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