Learn how to build a simple linear regression model in C++ using the least squares method. This step-by-step tutorial walks you through calculating the slope and intercept, predicting new values, and ...

Description: Inference in simple and multiple linear regression, residual analysis, transformations, polynomial regression, model building with real data, nonlinear regression. One-way and two-way ...

The Annals of Statistics, Vol. 26, No. 3 (Jun., 1998), pp. 1147-1169 (23 pages) This paper provides a comparative sensitivity analysis of one-step Newton-Raphson estimators for linear regression. Such ...

In the midst of economic uncertainty in 2023, artificial intelligence (AI) has emerged as a powerful tool revolutionizing industries worldwide. Its capability to analyze extensive data, identify ...

The folklore on one-step estimation is that it inherits the breakdown point of the preliminary estimator and yet has the same large sample distribution as the fully iterated version as long as the ...