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Jan 21, 2020 at 14:59 comment added Ben Thanks, but how do I determine/evaluate whether an effect is significant or meaningful in general?
Jan 21, 2020 at 14:43 comment added dbwilson Given that this is experimental, I am assuming you are able to collect data such that you have a balanced design (equal sample sizes in each cell of the combinations of the five factors). If that is the case, a multiway ANOVA may be easier to implement. It should, however, produce results that agree with a mixed-effects model. Be planful regarding the higher-order interactions (e.g., 3-way, 4-way, and 5-way). I would recommend only include those you have some reason to believe may be meaingful (they are difficult to interpret).
Jan 16, 2020 at 10:37 comment added Ben The response variable is the resistance of the sensors (each sensor has its own individual response).
Jan 16, 2020 at 10:36 comment added Mickybo Yakari What is the response variable?
Jan 16, 2020 at 10:34 history asked Ben CC BY-SA 4.0