Can you discuss how R handles variable scoping and how it affects global variables?
- R uses lexical scoping, where variables are resolved based on the order of their definition
- R uses dynamic scoping, where variables are resolved based on the current execution context
- Global variables in R are automatically accessible within any function
- Global variables in R are limited to read-only access
R uses lexical scoping, also known as static scoping. In lexical scoping, variables are resolved based on their order of definition in the source code. When a variable is referenced within a function, R first looks for that variable within the function's local environment. If not found, it then looks in the environment of the function that called it, and so on, until it reaches the global environment. This scoping behavior ensures that global variables can be accessed within functions but can be overridden by variables with the same name defined within the local environment.
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