Robust Statistical Methods
โ Scribed by William J. J. Rey (auth.)
- Book ID
- 127404559
- Publisher
- Springer
- Year
- 1978
- Tongue
- English
- Weight
- 647 KB
- Edition
- 1
- Category
- Library
- City
- Berlin; New York
- ISBN
- 3540355987
No coin nor oath required. For personal study only.
โฆ Subjects
Mathematics, general
๐ SIMILAR VOLUMES
Developed at Charles University in Prague, this graduate textbook explains the mathematical theory behind maximum likelihood estimators (M-estimators), L-estimators based on order statistics, R-estimators based on the ranks of their residuals, the multivariate location model, and some goodness-of-fi
Classical statistical techniques fail to cope well with deviations from a standard distribution. Robust statistical methods take into account these deviations while estimating the parameters of parametric models, thus increasing the accuracy of the inference. Research into robust methods is flourish