Model the change in percentage using one or more X variables

Is there a monotonic change in percentage as X variables change?
Nonparametric Approach. Logistic regression. No strong distributional assumptions, but assumes the percentages change in an S-shaped curve. See chapter 15.

Chapter references are to the 2020 Second Edition of Statistical Methods in Water Resources.

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