Measure theory and probability theory
Krishna B. Athreya, Soumendra N. Lahiri
Measures and Integration: an Informal Introduction.- Measures.- Integration.- LP Spaces.- Differentiation.- Product Measures, Convolutions, and Transforms.- Probability Spaces.- Independence.- Laws of Large Numbers.- Convergence in Distribution.- Characteristic Functions.- Central Limit Theorems.- Conditional Expectation and Conditional Probability.- Discrete Parameter Martingales.- Markov Chains and MCMC.- Stochastic Processes.- Limit Theorems for Dependent Processes.- The Bootstrap.- Branching Process
Kategori:
Tahun:
2006
Penerbit:
Springer
Bahasa:
english
Halaman:
1
ISBN 10:
0387354344
ISBN 13:
9780387354347
Nama seri:
Springer texts in statistics
File:
PDF, 4.70 MB
IPFS:
,
english, 2006
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