Least-squares estimation

[195/67%]

Subtopics

Linear least squares[38/74%]
Generalized least squares[28/57%]
Computational algorithms for least squares[22/50%]
Worked examples of OLS point estimates[21/76%]
Algebraic identities and invariance of the OLS fit[20/60%]
Estimable functions and less-than-full-rank linear models[16/100%]
Least squares under linear restrictions[13/100%]
Simple regression mechanics and common misconceptions[10/80%]
Asymptotic normality of the least-squares estimator[9/44%]
Gauss-Markov theorem[6/50%]
Nonlinear regression[5/20%]
When ordinary least squares is BLUE with correlated errors[4/100%]
Minimax and shrinkage properties of the least-squares estimator[3/33%]
Confidence intervals for regression coefficients[2/100%]
Least-squares estimates and complete sufficient statistics[2/0%]
Missing observations in linear models[2/100%]