# RegularizeData2D, the Excel Spreadsheet Function for Regularizing 2D Data – Part 2 of 2

In Part 1 of RegularizeData2D, the Excel Spreadsheet Function for Regularizing 2D Data we saw how the program is organized, reviewed some of the differences between theory and implementation, and listed the important programming shortcuts that become available when we depart from rigorous mathematical theory in favor of practical implementation. In this part we will see the inner workings of the Excel spreadsheet function by looking at an example in detail. In the example we will take five “input points” in x and y, and we will regularize them to ten “output points.” The spreadsheet and source code are available for download. Continue reading

# RegularizeData2D, the Excel Spreadsheet Function for Regularizing 2D Data – Part 1 of 2

## Custom Excel Spreadsheet Function for Regularizing 2D Data

This is a custom Excel spreadsheet function that regularizes 2D data. It is an Excel array function that duplicates the results of the spreadsheet calculations we saw in an earlier article about regularizing. This article shows the development of the VBA function and how, as a computer program, its design is different from the mathematical formulation. We arrive at the same result as the spreadsheet example, but we avoid slow operations like multiplying matrices, storing unnecessary data, and solving a matrix equation inefficiently.

Syntax for the Excel Regularizing Function