About this class
Applied Probability and Mathematical Statistics/Theory of Probability
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Learning Material
Title
Volume
Unit 1: Nonlinear Regression Models
5.89 MB
<p>Stochastic Processes and Markov Chains</p>
Unit 2: Time Series Regression
5.89 MB
<p>Bayesian Inference and Decision Theory</p>
Unit 3: Multivariate Regression Analysis
5.89 MB
<p>Time Series Analysis</p>
Unit 4: Bayesian Regression
5.89 MB
<p>Nonparametric Statistics</p>
Unit 5: Ridge and Lasso Regression
5.89 MB
<p>Multivariate Analysis</p>
Unit 6: Generalized Linear Models (GLMs)
5.89 MB
<p>Extreme Value Theory</p>
Unit 7: Spatial Regression Analysis
5.89 MB
<p>Spatial Statistics</p>
Unit 8: Longitudinal Data Analysis and Mixed Effects Models
5.89 MB
<p>Statistical Inference for High-Dimensional Data</p>
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