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hello, can someone please give a detailed step by step explanation of how to derive the variance of the ridge regression in matrix form? I

hello, can someone please give a detailed step by step explanation of how to derive the variance of the ridge regression in matrix form? I will also appreciate it in OLS form since the process is supposed to be similar. Thanks!

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