Are there parameters where a biased estimator is considered "better" than the unbiased estimator?
15078
When is a biased estimator preferable to unbiased one?
138120
Linear regression with non-symmetric cost function?
1691
What is an unbiased estimate of population R-square?
57861
Should the bias value be added after convolution operation in CNNs?
25409
Why does k-fold cross validation generate an MSE estimator that has higher bias, but lower variance then leave-one-out cross-validation?
136164
Are smaller p-values more convincing?
4134
Maximum Likelihood Estimate with different parameters
146722
Do two quantiles of a beta distribution determine its parameters?
5325
Unbiased Estimator for a Uniform Variable Support
38224
Bias-Variance decomposition derivation
99651
Why does ridge estimate become better than OLS by adding a constant to the diagonal?
43782
When estimating variance, why do unbiased estimators divide by n-1 yet maximum likelihood estimates divide by n?
70260
Reason for not shrinking the bias (intercept) term in regression
40442
Is up- or down-sampling imbalanced data actually that effective? Why?
69828
How do I use the standard regression assumptions to prove that $\hat{\sigma}^2$ is an unbiased estimator of $\sigma^2$?
83780
Why are we using a biased and misleading standard deviation formula for $\sigma$ of a normal distribution?
52883
Correlation between OLS estimators for intercept and slope