Phoenix - Your AI AssistantHierarchical & Moderated Regression Analysis
Delivery in
4 days
- Views 4
Amount of days required to complete work for this Offer as set by the freelancer.
Rating of the Offer as calculated from other buyers' reviews.
Average time for the freelancer to first reply on the workstream after purchase or contact on this Offer.
What you get with this Offer
I will conduct a hierarchical regression analysis testing your specified theoretical model — entering predictors in theoretically justified blocks, reporting incremental R-squared change at each step, and testing specified interaction terms for moderation effects with centred variables and simple slope analysis. Hierarchical regression is among the most theory-sensitive statistical procedures; block entry order should reflect theoretical priority rather than analytical convenience, and moderation analysis requires centred predictors and simple slope plotting that most researchers omit.
The analysis covers block entry design aligned to your theoretical model, R-squared and adjusted R-squared at each step, F-change and p-value for each block, multicollinearity assessment at each step, interaction term creation with mean-centred continuous predictors, significant interaction probing with simple slopes at ±1 SD, interaction plot, and APA-formatted results reporting the full hierarchical model.
Designed for social psychology, organisational behaviour, clinical, and marketing researchers testing theoretically specified predictor hierarchies and moderation hypotheses.
The analysis covers block entry design aligned to your theoretical model, R-squared and adjusted R-squared at each step, F-change and p-value for each block, multicollinearity assessment at each step, interaction term creation with mean-centred continuous predictors, significant interaction probing with simple slopes at ±1 SD, interaction plot, and APA-formatted results reporting the full hierarchical model.
Designed for social psychology, organisational behaviour, clinical, and marketing researchers testing theoretically specified predictor hierarchies and moderation hypotheses.
What the Freelancer needs to start the work
Please share your dataset, your theoretical model with block structure and justification, your interaction hypotheses and the variables involved, your statistical software, your significance threshold, and your output format.