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- W4230582829 abstract "This article describes a method of modelling data that involves splitting the curve into two (or more) and creating separate piecewise functions for each part; these functions are then concatenated via a linking function to create one overall continuous function that better describes the original data than is otherwise achievable. The linking function is able to do this by separating the original two (or more) subfunctions so that they are each active in only the relevant portion of the overall curve without the use of dummy variables. The final result is a continuous function in which it is straightforward to smooth the transition at the knot between the piecewise subfunctions. In addition, the piecewise subfunctions do not need to align at the knot since the degree of smoothing is readily controlled. All types of functions may be concatenated so that the method is flexible and relatively simple to apply." @default.
- W4230582829 created "2022-05-11" @default.
- W4230582829 creator A5067796380 @default.
- W4230582829 date "2021-08-31" @default.
- W4230582829 modified "2023-10-17" @default.
- W4230582829 title "A Method of Joining Piecewise Functions to Produce Continuous Functions of Difficult Data" @default.
- W4230582829 doi "https://doi.org/10.36227/techrxiv.16530780.v1" @default.
- W4230582829 hasPublicationYear "2021" @default.
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