Understanding Weighted k-Nearest Neighbors Regression Weighted k-nearest neighbors regression is probably best explained by using a concrete example. Suppose that your data has just two predictor ...

Richard T. Barth, A Comparison of Weighted and Unweighted Intergroup Climate Satisfaction Scores, Relations Industrielles / Industrial Relations, Vol. 28, No. 2 (1973), pp. 362-379 ...

William H. DuMouchel, Greg J. Duncan, Using Sample Survey Weights in Multiple Regression Analyses of Stratified Samples, Journal of the American Statistical Association, Vol. 78, No. 383 ... A ...

There are roughly a dozen major regression techniques, and each technique has several variations. The most common techniques include linear regression, linear ridge regression, k-nearest neighbors ...