Multilevel Response Surface Analysis

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Description: Here you can find R codes and Mplus codes for the simulated illustrative example (Example 1). If there are any bugs, please write us an e-mail. Thanks! Edits 25-08-2019: 1. A small change was made to the AnalyzeData-File. Specifically, we have added a control-parameter to the lmer-function call. Please use AnalyzeData_25082019.R from now on. 2. We also changed the Makeplots-file. There was an error in the commands for Figure 2. Thanks to Dr. Xinwen Bai from the Chinese Academy of Sciences for catching it. Please use MakePlots_25082019.R from now on. 3. Finally, we also made a small change to the MLRSA_Utils_RandomEffectMatrix-function in the MultilevelRSA-Source file so that a level 2 variance estimate is estimated even if only one random effect is estimated (in addition to the intercept). Please use the MultilevelRSA_25082019-file from now on.

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