R Package CalibrateSSB: Weighting and Estimation for Panel Data with Non-Response. Function to calculate weights and estimates for panel data with non-response. CalibrateSSB is an R-package that handles repeated surveys with partially overlapping samples. Initially the samples are weighted by linear calibration using known or estimated population totals. A robust model based covariance matrix for all relevant estimated totals is calculated from the residuals according to the calibration model. Alternatively a design based covariance matrix is calculated in a very similar way. A cluster robust version is also possible. In the case of estimated populations totals the covariance matrix is adjusted by utilizing the theory of Särndal and Lundström (2005). Variances of linear combinations (changes and averages) and ratios are calculated from this covariance matrix. The linear combinations and ratios can involve variables within and/or between sample waves

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References in zbMATH (referenced in 1 article )

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  1. Särndal, Carl-Erik; Lundström, Sixten: Estimation in surveys with nonresponse. (2005)