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`restricted`.\n\n\n```r\n## S3 method for class 'restricted'\nresiduals(object, ...)\n```\n\n## Arguments\n\n- `object`: An object of class `restricted`.\n- `...`: Other arguments.\n\n## Returns\n\nA vector of residuals.\n\n`residuals.unrestricted`, `residuals.preliminaryTest`, `residuals.improvedpreliminaryTest`, `residuals.stein`, `residuals.positivestein`.\n\n\n\n## Examples\n\n```r\nn_obs <- 100\np_vars <- 5\nbeta <- c(2, 1, 3, 0, 5)\nsimulated_data <- simdata(n = n_obs, p = p_vars, beta)\nX <- simulated_data$X\ny <- simulated_data$y\np <- ncol(X)\n# H beta = h\nH <- matrix(c(1, 1, -1, 0, 0, 1, 0, 1, 0, -1, 0, 0, 0, 1, 0), nrow = 3, ncol = p, byrow = TRUE)\nh <- rep(0, nrow(H))\nmodel <- resReg(X, y, H, h)\nresiduals(model)\n```"}]}]}]}]}]}],["$","div",null,{"className":"lg:w-1/3 lg:border-l px-1 sm:px-8 pt-8 sm:pt-1","children":[["$","div",null,{"className":"mb-8 space-y-8","children":[["$","a",null,{"href":"/packages/ImpShrinkage","className":"w-full inline-flex items-center 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