Compare two groups? Find what drives an outcome? Spot a trend? The question decides the statistics: get this wrong and everything downstream is wrong too. More are in build.
That is the actual report this analysis produces, not a mock-up. Every analysis on this page delivers the same shape of output on your own data.
Every analysis classified under this question.
Which factors predict the outcome class, how clearly they separate, and where predictions fail.
How does response change with dose or intensity? Nonlinear curve fitting with EC50/IC50 estimates.
What drives an outcome, with the model that fits how it is measured: logistic for yes/no, Poisson for counts, gamma for amounts, linear…
What moves satisfaction most?
How much a set of drivers explains an outcome, which of them matter most and in which direction, and how well the model actually fits.
How much does demand drop when you raise the price?
What drives a 1-to-5 rating outcome? Proportional-odds models for ordered outcomes instead of pretending they are continuous.
What drives the WORST and BEST cases, not the average? Regression at chosen quantiles of the outcome.
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