Kernel Density Estimation (KDE) - Spatial Point Events - R Programming Assessment Answer

R Programming Assessment Task

Task

The task is to write a simple function in R. Each function is accompanied with a write-up (manual).

Things to consider:
1. The final function should address a clear problem and turn the raw data into information.
2. You may wish to integrate the plotting of data into the function but this may not always be appropriate.
3. The function should offer a number of clearly explained parameters for the user to adjust if they wish to experiment with a range of results.

The accompanying write-up should take the form of a manual for the function’s use.
It should include:
1. A flow diagram to demonstrate the sequence of steps in the function.
2. Explanation of the R object format required – such as what variables are required.
3. A worked example of the function in action.

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