August 2018
Intermediate to advanced
264 pages
6h 43m
English
Content preview from Robust Nonlinear Regression
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Index
- a
- ACF
- Andrew function, see Rho function
- ARIMA process
- Armijo condition
- AR process
- Artificially Contaminated Data, seeContaminated data
- Asymptotic efficiency
- Atkinson's distance
- Attribute
- atypicals,166
- Autocorrelated errors
- Autocorrelation function, seeACF
- Autocovariance function
- Autoregressive process, seeAR process
- b
- Bell shaped variance
- bi square function, see Rho function
- Breakdown point
- Breakdown point of the S‐estimate, seeBreakdown point
- c
- Chicken‐growth data
- Chi‐Square log likelihood
- Cholesky decomposition
- Classical multistage estimate, seeCME
- Classic least square multistage estimate, see (CLsME)
- Classic two‐stage estimate, see (CTS)
- CLsME
- CME
- Consistency
- Contaminated data
- Contamination
- Convergence Criteria
- Cook distance
- Correlation matrix
- Covariance matrix
- Covariance structure
- Cow data
- Cross validation
- CTS
- Curvature
- Curvature condition
- Cut of point
- Economic data
- Efficiency
- Elliptic norm, seeCook distance
- Environmental data
- Exponential variance model
- Exponential with intercept
- f
- Finite sample breakdown point, seeBreakdown point
- Fisher information
- Fisher information for linear regression
- g
- Gauss Newton
- Generalized covariance matrix
- Generalized Jacobian leverage
- Generalized least squares, see (GLS)
- Generalized Least Squares Estimate, seeGLS
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