Hoeffding's inequality for general markov chains and its applications to statistical learning

Mathematics

• Markov Chain 100%
• Optimality 50%
• Asymptotic Analysis 50%
• Variance 50%
• Boundedness 50%
• Bounded Function 50%
• Time Series Data 50%
• Covariance Matrix Estimation 50%

Keyphrases

• General Markov Chains 100%
• Hoeffding's Lemma 50%
• Between-variance 50%
• MCMC Estimation 50%