TY  - BOOK
AU  - Moulin, Pierre,
AU  - Veeravalli,Venugopal V.
TI  - Statistical inference for engineers and data scientists
SN  - 9781107185920
AV  - QA 276 M68S 2019
PY  - 2019///
CY  - Cambridge, United Kingdom, New York, NY
PB  - Cambridge University Press
KW  - MATHEMATICAL STATISTICS
KW  - ENGINEERING
KW  - STATISTICAL METHODS
KW  - QUANTITATIVE RESEARCH
N1  - Includes bibliographical references and index; Introduction -- Binary hypothesis testing -- Multiple hypothesis testing -- Composite hypothesis testing -- Signal detection -- Convex statistical distances -- Performance bounds for hypothesis testing -- Large deviations and error exponents for hypothesis testing -- Sequential and quickest change detection -- Detection of random processes -- Bayesian parameter estimation -- Minimum variance unbiased estimation -- Information Inequality and Cramér-Rao lower bounds -- Maximum likelihood estimation -- Signal estimation
ER  -