Rates of uniform convergence of empirical means with mixing processes

Statistics and Probability Letters

Volumn 58, Issue 3, 2002, Pages 297-307

  Karandikar, Rajeeva L ^a   Vidyasagar, M ^b  

^a INDIAN STATISTICAL INSTITUTE   (India)

^b TATA CONSULTANCY SERVICES   (India)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0036639881     PISSN: 01677152     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-7152(02)00124-4     Document Type: Article

References (14)

1. Scale-sensitive dimensions, uniform convergence, and learnability
2. Fat-shattering and the learnability of real-valued functions
3. Decision theoretic generalizations of the PAC model for neural net and other learning applications
4. The ergodic theory of subadditive stochastic processes
5. Subadditive ergodic theory
6. A note on uniform laws of averages for dependent processes
7. Convergence of Stochastic Processes
8. Empirical discrepancies and subadditive processes
9. The Glivenko-Cantelli problem
10. Weak Convergence and Empirical Processes
11. On the uniform convergence of relative frequencies to their probabilities
12. Necessary and sufficient conditions for the uniform convergence of means to their expectations
13. A Theory of Learning and Generalization
14. Rates of convergence of empirical processes for mixing sequences