Variance estimation of survey estimates calibrated on estimated control totals - An application to the extended regression estimator and the regression composite estimator.
Yves G. BergerJuan Francisco MuñozEric RancourtPublished in: Comput. Stat. Data Anal. (2009)
Keyphrases
- estimation error
- maximum likelihood estimator
- unbiased estimator
- regression function
- importance sampling
- variance estimator
- error estimation
- regression model
- estimation accuracy
- model selection
- gaussian process regression
- maximum likelihood
- accurate estimation
- linear regression
- least squares
- ordinary least squares
- confidence intervals
- regression problems
- semi parametric
- regression analysis
- covariance matrix
- conditional expectation
- estimation process
- control system
- monte carlo
- standard deviation
- estimation algorithm
- variance reduction
- multi view
- nonparametric regression
- aggregating algorithm
- ridge regression
- support vector regression
- error estimates
- low variance
- feature selection
- robust estimator
- regression method
- generalization error
- gaussian process
- partial least squares