I want to conduct moderating mediation analysis in R on any of these variables within this SPSS sleep data. Here is what I am supposed to do below. I just need the analysis part complete so I can start writing a paper on what was found. Some of the variables that I was interested in was seeing the relationship between age and anxiety, and then picking a potential moderating variable? Please help! Thank you.
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Get Help Now!1. Descriptive analyses. For example, 1. produce a table of means, standard deviations, and correlations among variables in your model; 2. produce bivariate plots between each predictor and the criterion with a lowess line; 3. for categorical predictors or outcomes, frequency tables and cross-tabulation tables
2. Diagnostic analyses for all models. If you are estimating moderated mediation, then need to do diagnostics for both the mediator and outcome models; if you are estimating hierarchical regression models (e.g., interaction effects), then need to do diagnostics on all nested models (e.g., main effects model and interaction effect(s) model); you will have plots or statistics to report from your diagnostics analyses. For logistic models, check out Chapter 13 from Cohen et al., 2003.
3. Inferential analyses by estimating relevant regression models. You will summarize results in tables and figures (e.g., path diagrams; interaction plots, etc.). For logistic models, you can summarize logit regression coefficients, odds ratio regression coefficients, and confidence intervals in tables. You can compute accuracy metrics for multiple decision thresholds, among other computations (e.g., probabilities for exemplar individuals).
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