From af22019e3e0975cc95ba29e497e704a784d0309f Mon Sep 17 00:00:00 2001 From: JieYinStat Date: Thu, 21 Mar 2024 14:59:01 +0800 Subject: [PATCH] Add LowCon and IES. --- DESCRIPTION | 11 +- NAMESPACE | 7 ++ R/IES.R | 173 ++++++++++++++++++++++++++++++ R/LowCon.R | 60 +++++++++++ R/RcppExports.R | 34 ++++-- R/data.R | 56 ++++++++++ R/subsampling.R | 28 +++-- README.Rmd | 11 +- README.md | 12 ++- data-raw/data_IES_Case_1_Train.R | 34 ++++++ data-raw/data_IES_Case_2_Train.R | 39 +++++++ data/data_IES_Case_1_Train.rda | Bin 0 -> 387540 bytes data/data_IES_Case_2_Train.rda | Bin 0 -> 381760 bytes man/IES.Rd | 34 ++++++ man/LowCon.Rd | 34 ++++++ man/armaIES.Rd | 18 ++++ man/armaIES_compare.Rd | 18 ++++ man/armaOSS.Rd | 4 +- man/armarcppIBOSS.Rd | 4 +- man/c_IES_compare.Rd | 18 ++++ man/data_IES_Case_1_Train.Rd | 37 +++++++ man/data_IES_Case_2_Train.Rd | 37 +++++++ man/getIdxR_cpp.Rd | 4 +- man/getIdx_cpp.Rd | 4 +- man/r_IES.Rd | 20 ++++ man/r_IES_compare.Rd | 18 ++++ man/rcppIBOSS.Rd | 4 +- man/rcppOSS.Rd | 4 +- man/rcpp_cstyle_IBOSS.Rd | 4 +- man/scale01.Rd | 21 ++++ man/scale_neg_pos_1.Rd | 22 ++++ man/subsampling.Rd | 22 +++- src/IES.cpp | 81 ++++++++++++++ src/RcppExports.cpp | 28 +++++ tests/testthat/test-IES.R | 14 +++ tests/testthat/test-LowCon.R | 9 ++ tests/testthat/test-subsampling.R | 28 ++++- vignettes/Subsampling.Rmd | 23 +++- 38 files changed, 933 insertions(+), 42 deletions(-) create mode 100644 R/IES.R create mode 100644 R/LowCon.R create mode 100644 data-raw/data_IES_Case_1_Train.R create mode 100644 data-raw/data_IES_Case_2_Train.R create mode 100644 data/data_IES_Case_1_Train.rda create mode 100644 data/data_IES_Case_2_Train.rda create mode 100644 man/IES.Rd create mode 100644 man/LowCon.Rd create mode 100644 man/armaIES.Rd create mode 100644 man/armaIES_compare.Rd create mode 100644 man/c_IES_compare.Rd create mode 100644 man/data_IES_Case_1_Train.Rd create mode 100644 man/data_IES_Case_2_Train.Rd create mode 100644 man/r_IES.Rd create mode 100644 man/r_IES_compare.Rd create mode 100644 man/scale01.Rd create mode 100644 man/scale_neg_pos_1.Rd create mode 100644 src/IES.cpp create mode 100644 tests/testthat/test-IES.R create mode 100644 tests/testthat/test-LowCon.R diff --git a/DESCRIPTION b/DESCRIPTION index 71bd7fc..4c894ef 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -13,15 +13,24 @@ RoxygenNote: 7.2.3 URL: https://github.com/JieYinStat/dbsubsampling, https://jieyinstat.github.io/dbsubsampling/ BugReports: https://github.com/JieYinStat/dbsubsampling/issues Suggests: + bench, + copula, + dplyr, + gam, ggplot2, knitr, mvtnorm, + parallel, + purrr, RcppArmadillo, rmarkdown, testthat (>= 3.0.0), - tidyr + tidyr, + TruncatedNormal Config/testthat/edition: 3 Imports: + lhs, + RANN, Rcpp, withr Depends: diff --git a/NAMESPACE b/NAMESPACE index ea3f330..7b052eb 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -1,15 +1,22 @@ # Generated by roxygen2: do not edit by hand export(IBOSS) +export(IES) +export(LowCon) export(OSMAC) export(OSS) export(Unif) +export(c_IES_compare) export(myArma_IBOSS) export(myArma_OSS) export(myR_IBOSS) export(myR_OSS) export(myRcpp_IBOSS) export(myRcpp_cstyle_IBOSS) +export(r_IES) +export(r_IES_compare) +export(scale01) +export(scale_neg_pos_1) export(subsampling) importFrom(Rcpp,sourceCpp) useDynLib(dbsubsampling, .registration = TRUE) diff --git a/R/IES.R b/R/IES.R new file mode 100644 index 0000000..37eb236 --- /dev/null +++ b/R/IES.R @@ -0,0 +1,173 @@ +## --------------------------------------------------------------------------- +## --------------------------------------------------------------------------- +## +## R main function `IES`. `RcppArmadillo`-Version. +## +## --------------------------------------------------------------------------- +## --------------------------------------------------------------------------- + +#' Scale data to \eqn{[-1, 1]} +#' +#' @param X A data.frame or matrix. +#' +#' @return Scaled X. +#' @export +#' +#' @examples +#' X <- matrix(1:20, 5, 4) +#' scale01(X) +scale01 <- function(X) { + apply(X, 2, function(.col) (.col - min(.col)) / (max(.col)-min(.col))) +} + +#' Independence-Encouraging Subsampling for Nonparametric Additive Models (IES, Proposed by Zhang et.al. (2024)) +#' +#' A subsampling method for nonparameter additive model based on Orthogonal Array. +#' +#' @param X A data.frame or matrix consists of explanatory variables. +#' @param n Subsample size. +#' @param q Hyperparamter of how to divide the axes. Default to 16. +#' @param seed Random seed for the sampling. +#' +#' @return Subsample index. +#' @references Yi Zhang, Lin Wang, Xiaoke Zhang & HaiYing Wang (2024) +#' \emph{Independence-Encouraging Subsampling for Nonparametric Additive Models, +#' Journal of Computational and Graphical Statistics}, +#' \url{https://www.tandfonline.com/doi/full/10.1080/10618600.2024.2326136}. +#' +#' @examples +#' data <- data_numeric_regression +#' X <- data[-which(names(data) == "y")] +#' IES(X, n = 100, q = 16, seed = NULL) +#' @export +IES <- function(X, n, q = 16, seed = NULL) { + if (!is.null(seed)) withr::local_seed(seed) + X <- scale01(as.matrix(X)) + attributes(X) <- attributes(X)["dim"] + + index <- armaIES(X, n, q) + return(as.vector(index)) +} + + +#' IES C++-Version for Benchmarking (R-Wrap Code) +#' +#' There is no randomness, all parts that need to be randomly selected are selected first indexed. +#' +#' @param X X A data.frame or matrix consists of explanatory variables. +#' @param n Subsample size. +#' @param q Hyperparamter of how to divide the axes. +#' +#' @export +c_IES_compare <- function(X, n, q) { + X <- scale01(as.matrix(X)) + attributes(X) <- attributes(X)["dim"] + + index <- armaIES_compare(X, n, q) + return(as.vector(index)) +} + +## --------------------------------------------------------------------------- +## --------------------------------------------------------------------------- +## +## IES R-Version. +## +## --------------------------------------------------------------------------- +## --------------------------------------------------------------------------- + +r_Compute_IES_Loss <- function(candi, last_index, X, q) { + x_last <- floor(X[last_index, ]*q) + loss <- apply(X[candi, ], 1, function(.row) (sum(floor(.row*q) == x_last))^2) + return(loss) +} + +#' R Version of IES for Testing +#' +#' @param X A data.frame or matrix consists of explanatory variables. +#' @param n Subsample size. +#' @param q Hyperparamter of how to divide the axes. +#' @param seed Random seed for the sampling. +#' +#' @export +r_IES <- function(X, n, q, seed = NULL) { + if (!is.null(seed)) withr::local_seed(seed) + X <- scale01(as.matrix(X)) + attributes(X) <- attributes(X)["dim"] + N <- nrow(X) + + index <- numeric(n) + candi <- 1:N + loss <- numeric(N) + + # Initial + index[1] <- sample(N, 1) + # index[1] <- 1 + candi <- candi[-index[1]] + loss <- loss[-index[1]] + loss <- r_Compute_IES_Loss(candi, index[1], X, q) + # paste0("---Step: 1---") + # print(loss) + + for (i in 2:n) { + # Election + temp_vec <- which(loss == min(loss)) + temp <- temp_vec[sample(length(temp_vec), 1)] + # temp <- temp_vec[1] + index[i] <- candi[temp] + # print(temp) + + # Update + candi <- candi[-temp] + loss <- loss[-temp] + loss <- loss + r_Compute_IES_Loss(candi, index[i], X, q) + # paste0("---Step: ", i, "---") + # print(loss) + } + + return(index) +} + +#' IES R-Version for Benchmarking +#' +#' There is no randomness, all parts that need to be randomly selected are selected first indexed. +#' +#' @param X X A data.frame or matrix consists of explanatory variables. +#' @param n Subsample size. +#' @param q Hyperparamter of how to divide the axes. +#' +#' @export +r_IES_compare <- function(X, n, q) { + X <- scale01(as.matrix(X)) + attributes(X) <- attributes(X)["dim"] + N <- nrow(X) + + index <- numeric(n) + candi <- 1:N + loss <- numeric(N) + + # Initial + # index[1] <- sample(N, 1) + index[1] <- 1 + candi <- candi[-index[1]] + loss <- loss[-index[1]] + loss <- r_Compute_IES_Loss(candi, index[1], X, q) + # paste0("---Step: 1---") + # print(loss) + for (i in 2:n) { + # Election + temp_vec <- which(loss == min(loss)) + # temp <- temp_vec[sample(length(temp_vec), 1)] + temp <- temp_vec[1] + index[i] <- candi[temp] + # print(temp) + + # Update + candi <- candi[-temp] + loss <- loss[-temp] + loss <- loss + r_Compute_IES_Loss(candi, index[i], X, q) + # paste0("---Step: ", i, "---") + # print(loss) + } + + return(index) +} diff --git a/R/LowCon.R b/R/LowCon.R new file mode 100644 index 0000000..75faa04 --- /dev/null +++ b/R/LowCon.R @@ -0,0 +1,60 @@ +#' Transform data to \eqn{[-1,1]^p} +#' +#' @param X A data.frame or matrix of explanatory variables. +#' +#' @return Scaled `X` to \eqn{[-1,1]^p}. +#' @export +#' +#' @examples +#' X <- matrix(rnorm(100), nrow = 20, ncol = 5) +#' scaled_X <- scale_neg_pos_1(X) +#' apply(scaled_X, 2, range) +scale_neg_pos_1 <- function(X) { + apply(X, 2, function(.col) (( (.col - min(.col)) / (max(.col)-min(.col)) ) *2 ) -1 ) +} + +trans_LHD_adapt_X <- function(LHD_data, X, theta) { + p <- ncol(X) + space <- apply(X, 2, stats::quantile, probs = c(theta / 100, 1 - theta / 100)) + width <- space[2,] - space[1,] + for (j in 1:p) { + LHD_data[,j] <- LHD_data[,j]*width[j] + space[1, j] + } + return(LHD_data) +} + +#' LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model +#' +#' A subsampling method based space-filling design for misspecified linear model proposed by Meng et.al. (2021). +#' +#' @param X A data.frame or matrix of explanatory variables. +#' @param n Subsample size. +#' @param theta Percentage of data shrinkage. Default to 1. +#' @param seed Random seed for the sampling. +#' +#' @return Subsample index. +#' @references Cheng Meng, Rui Xie, Abhyuday Mandal, Xinlian Zhang, Wenxuan Zhong & Ping Ma (2021) +#' \emph{LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model, +#' Journal of Computational and Graphical Statistics, 30:3, 694-708}, +#' \url{https://www.tandfonline.com/doi/full/10.1080/10618600.2020.1844215}. +#' +#' @examples +#' data <- data_numeric_regression +#' X <- data[-which(names(data) == "y")] +#' LowCon(X, n = 100, theta = 1, seed = NULL) +#' @export +LowCon <- function(X, n, theta = 1, seed = NULL){ + if (!is.null(seed)) withr::local_seed(seed) + + X <- scale_neg_pos_1(as.matrix(X)) + attributes(X) <- attributes(X)["dim"] + p <- ncol(X) + + LHD_data <- lhs::randomLHS(n, p) + LHD_data <- trans_LHD_adapt_X(LHD_data, X, theta) + + index <- RANN::nn2(X, LHD_data, k=1, treetype = "kd")$nn.idx + return(as.vector(index)) +} + + diff --git a/R/RcppExports.R b/R/RcppExports.R index 2f7b73a..0519705 100644 --- a/R/RcppExports.R +++ b/R/RcppExports.R @@ -1,7 +1,7 @@ # Generated by using Rcpp::compileAttributes() -> do not edit by hand # Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 -#' Get subsample index of other column(except the first column) (IBOSS core code, `Rcpp-C++-style by Wang`) +#' Get subsample index of other column(except the first column) (IBOSS core code, `Rcpp`-C++-style by `Wang`) #' #' @param r Subsample size of the column. #' @param z A numeric vector. the column. @@ -11,7 +11,7 @@ getIdxR_cpp <- function(r, z, rdel) { .Call(`_dbsubsampling_getIdxR_cpp`, r, z, rdel) } -#' Get subsample index of the first column (IBOSS core code, Rcpp-C++-style by Wang) +#' Get subsample index of the first column (IBOSS core code, `Rcpp`-C++-style by `Wang`) #' #' @param r Subsample size of the first column. #' @param z A numeric vector. the first column. @@ -32,7 +32,7 @@ Get_Candi_Quan <- function(x, next_x, candi, lower, upper, r) { .Call(`_dbsubsampling_Get_Candi_Quan`, x, next_x, candi, lower, upper, r) } -#' IBOSS with `Rcpp-C++-style` by myself (`myRcpp_cstyle_IBOSS` core c++ code) +#' IBOSS with `Rcpp`-C++-style by `the package itself` (`myRcpp_cstyle_IBOSS` core c++ code) #' @param n Subsample size. #' @param X A data.frame or matrix consists of explanatory variables. #' @return Subsample index. @@ -40,7 +40,7 @@ rcpp_cstyle_IBOSS <- function(X, n) { .Call(`_dbsubsampling_rcpp_cstyle_IBOSS`, X, n) } -#' IBOSS with `Rcpp` (`myRcppIBOSS` core c++ code) +#' IBOSS with `Rcpp`-r-style by `the package itself` (`myRcppIBOSS` core c++ code) #' @param n Subsample size. #' @param X A data.frame or matrix consists of explanatory variables. #' @return Subsample index. @@ -48,7 +48,7 @@ rcppIBOSS <- function(X, n) { .Call(`_dbsubsampling_rcppIBOSS`, X, n) } -#' IBOSS with `RcppArmadillo` (`myArma_IBOSS` core c++ code) +#' IBOSS with `RcppArmadillo` by `the package itself` (`myArma_IBOSS` core c++ code) #' @param n Subsample size. #' @param X A data.frame or matrix consists of explanatory variables. #' @return Subsample index. @@ -56,6 +56,26 @@ armarcppIBOSS <- function(X, n) { .Call(`_dbsubsampling_armarcppIBOSS`, X, n) } +#' IES Core Code Using `RcppArmadillo`. +#' +#' @param X A data.frame or matrix consists of explanatory variables. +#' @param n Subsample size. +#' @param q Hyperparamter of how to divide the axes. +armaIES <- function(X, n, q) { + .Call(`_dbsubsampling_armaIES`, X, n, q) +} + +#' IES C++-Version for Benchmarking (C++ Core Code) +#' +#' There is no randomness, all parts that need to be randomly selected are selected first indexed. +#' +#' @param X A data.frame or matrix consists of explanatory variables. +#' @param n Subsample size. +#' @param q Hyperparamter of how to divide the axes. +armaIES_compare <- function(X, n, q) { + .Call(`_dbsubsampling_armaIES_compare`, X, n, q) +} + #' Get L2 norm #' #' Get L2 norm of a matrix or data frame. @@ -89,7 +109,7 @@ ComputeLoss <- function(candi, last_index, X, norm) { .Call(`_dbsubsampling_ComputeLoss`, candi, last_index, X, norm) } -#' Rcpp version OSS (`OSS` core code) +#' OSS `Rcpp`-version by `the package itself` (`OSS` core code) #' #' @param X A matrix. #' @param n Subsample size. @@ -131,7 +151,7 @@ armaComputeLoss <- function(X, xa, y, ya, tPow) { .Call(`_dbsubsampling_armaComputeLoss`, X, xa, y, ya, tPow) } -#' OSS (RcppArmadillo-version, `myArma_OSS` core code) +#' OSS `RcppArmadillo`-version by `Zhu` (`myArma_OSS` core code) #' @param x A matrix. #' @param k Subsample size. #' @param tPow The power of the loss function. diff --git a/R/data.R b/R/data.R index 4e8d954..d77b4f5 100644 --- a/R/data.R +++ b/R/data.R @@ -52,3 +52,59 @@ #' \item{\eqn{K_{\mathrm{w}}}}{the hydraulic conductivity of borehole.} #' } "data_numeric_regression" + +#' Simulation datasets of IES Case1 +#' +#' A data.frame with numeric response and real overall mean and three predictors generated from truncated multivariate normal distribution. +#' +#' @details +#' +#' The three predictors generated from truncated multivariate normal distribution +#' \eqn{TN(0, \Sigma, -2, 2)} , with mean zero and covariance matrix \eqn{\Sigma=(0.3^{\mathbb{1}(i \ne j)})} , +#' and each predictor lies in \eqn{[-2, 2]}. +#' +#' The response are generated by \eqn{y = m(x) + \epsilon}, where +#' \deqn{\begin{aligned} m(x) &= m_1(x_1) + m_2(x_2) + m_3(x_3) \\ +#' &= \frac{8}{4 + x_1} + \frac{\exp(3-x^2_2)}{4} + 1.5\sin(\frac{\pi}{2}x_3), +#' \end{aligned}} +#' and \eqn{\epsilon} follows \eqn{N(0, \sigma^2)}, the variance is \eqn{\sigma^2=0.25}. +#' +#' We generated the above predictors using the `rtmvnorm` function in package `TruncatedNormal`. +#' @format +#' ## data_IES_Case_1_Train +#' A data.frame with 10000 rows and 5 columns. +#' \describe{ +#' \item{X1-X3}{Explanatory variables generated from truncated multivariate normal distribution.} +#' \item{m}{Real overall average.} +#' \item{y}{Response variable.} +#' } +"data_IES_Case_1_Train" + +#' Simulation datasets of IES Case2 +#' +#' A data.frame with numeric response and real overall mean and three predictors generated from truncated multivariate exponential distribution. +#' +#' @details +#' +#' The three predictors generated from truncated multivariate exponential distribution with +#' covariance matrix \eqn{\Sigma=(0.3^{\mathbb{1}(i \ne j)})}. The marginal distribution is exponential distribution +#' with rate 1, and is truncated by 4 and translated to \eqn{[-2, 2]}. +#' +#' +#' The response are generated by \eqn{y = m(x) + \epsilon}, where +#' \deqn{\begin{aligned} m(x) &= m_1(x_1) + m_2(x_2) + m_3(x_3) \\ +#' &= \frac{8}{4 + x_1} + \frac{\exp(3-x^2_2)}{4} + 1.5\sin(\frac{\pi}{2}x_3), +#' \end{aligned}} +#' and \eqn{\epsilon} follows \eqn{N(0, \sigma^2)}, the variance is \eqn{\sigma^2=0.25}. +#' +#' We generated the above predictors using the `ellipCopula` and `rCopula` function in package `copula`. +#' +#' @format +#' ## data_IES_Case_2_Train +#' A data.frame with 10000 rows and 5 columns. +#' \describe{ +#' \item{X1-X3}{Explanatory variables generated from truncated multivariate exponential distribution.} +#' \item{m}{Real overall average.} +#' \item{y}{Response variable.} +#' } +"data_IES_Case_2_Train" diff --git a/R/subsampling.R b/R/subsampling.R index 77f2b98..a18dbb7 100644 --- a/R/subsampling.R +++ b/R/subsampling.R @@ -14,19 +14,25 @@ #' * `OSMAC_L`: A subsampling method based on L-optimal for logistic regression proposed by Wang et.al. (2018). #' * `IBOSS`: A subsampling method based on D-optimal for linear regression proposed by Wang et.al. (2019). #' * `OSS` : A subsampling method based on Orthogonal Array proposed by Wang et.al.(2021). +#' * `LowCon`: A subsampling method based on Space-filling designs proposed by Meng et.al.(2021). +#' * `IES`: A subsampling method based on Orthogonal Array proposed by Zhang et.al.(2024). #' @param replace A boolean. #' * `TRUE` (the default): Sampling with replace. #' * `FALSE`: Sampling without replace -#' @param seed_1 Random seed for the first stage sampling or Unif. -#' @param seed_2 Random seed for the second stage sampling. +#' @param seed Random seed. Default to NULL. +#' @param seed_1 Random seed for the first stage sampling (When two-phase subsampling are needed). Default to NULL. +#' @param seed_2 Random seed for the second stage sampling (When two-phase subsampling are needed). Default to NULL. #' @param na_method Method to handle NA. +#' @param ... Additional parameters setting for some methods. +#' * `theta`: Percentage of data shrinkage for `LowCon`. Default to 1. +#' * `q` : Hyperparamter of how to divide the axes for `IES`. Default to 16. #' #' @return A numeric vector with length `n` which represent the subsample index. #' @export #' #' @examples #' data_binary <- data_binary_class -#' subsampling(y_name = "y", data = data_binary, n = 30, method = "Unif", seed_1 = 123) +#' subsampling(y_name = "y", data = data_binary, n = 30, method = "Unif", seed = 123) #' subsampling(y_name = "y", data = data_binary, n = 30, pilot_n = 100, method = "OSMAC_A", #' seed_1 = 123, seed_2 = 456) #' subsampling(y_name = "y", data = data_binary, n = 30, pilot_n = 100, method = "OSMAC_L", @@ -35,8 +41,11 @@ #' data_numeric <- data_numeric_regression #' subsampling(y_name = "y", data = data_numeric, n = 100, method = "IBOSS") #' subsampling(y_name = "y", data = data_numeric, n = 30, method = "OSS") +#' subsampling(y_name = "y", data = data_numeric, n = 10, method = "LowCon", seed = 123, theta = 1) +#' subsampling(y_name = "y", data = data_numeric, n = 10, method = "IES", seed = 123, q = 16) + subsampling <- function(y_name, x_name = NULL, data, n, pilot_n = NULL, method = "Unif", - replace = TRUE, seed_1 = NULL, seed_2 = NULL, na_method = NULL) { + replace = TRUE, seed = NULL, seed_1 = NULL, seed_2 = NULL, na_method = NULL, ...) { # CheckPara(y_name, x_name, data, n, pilot_n, method, replace, seed_1, seed_2, na_method) @@ -46,14 +55,15 @@ subsampling <- function(y_name, x_name = NULL, data, n, pilot_n = NULL, method = # replace subsample_index <- switch(method, - Unif = Unif(N = N, n = n, seed = seed_1, replace = TRUE), + Unif = Unif(N = N, n = n, seed = seed, replace = TRUE), IBOSS = IBOSS(n = n, X = x), OSMAC_A = OSMAC(X = x, Y = y, r1 = pilot_n, r2 = n, method = "mmse", seed_1 = seed_1, seed_2 = seed_2), OSMAC_L = OSMAC(X = x, Y = y, r1 = pilot_n, r2 = n, method = "mvc", seed_1 = seed_1, seed_2 = seed_2), - OSS = OSS(n = n, X = x) - # Support = - # Lowcon = - # DDS = + OSS = OSS(n = n, X = x), + LowCon = LowCon(X = x, n = n, seed = seed, ...), # theta in ... + IES = IES(X = x, n = n, seed = seed, ...) # q in ... + # Support + # DDS ) return(subsample_index) } diff --git a/README.Rmd b/README.Rmd index 2a4ebe4..71673e9 100644 --- a/README.Rmd +++ b/README.Rmd @@ -32,8 +32,7 @@ devtools::install_github("JieYinStat/dbsubsampling") ## Example -This is a basic example which shows you how to get subsample index, such as uniform sampling, OSMAC, IBOSS and -OSS: +This is a basic example which shows you how to get subsample index, such as uniform sampling, OSMAC, IBOSS, OSS, LowCon and IES: ```{r example} library(dbsubsampling) @@ -41,7 +40,7 @@ library(dbsubsampling) data_binary <- data_binary_class # Uniform sampling -subsampling(y_name = "y", data = data_binary, n = 10, method = "Unif", seed_1 = 123) +subsampling(y_name = "y", data = data_binary, n = 10, method = "Unif", seed = 123) # OSMAC-A subsampling(y_name = "y", data = data_binary, n = 10, pilot_n = 100, method = "OSMAC_A", @@ -57,6 +56,12 @@ subsampling(y_name = "y", data = data_numeric, n = 100, method = "IBOSS") # OSS subsampling(y_name = "y", data = data_numeric, n = 30, method = "OSS") + +# LowCon +subsampling(y_name = "y", data = data_numeric, n = 10, method = "LowCon", seed = 123, theta = 1) + +# IES +subsampling(y_name = "y", data = data_numeric, n = 10, method = "IES", seed = 123, q = 16) ``` You can get more detailed examples from the article column on the [website](https://jieyinstat.github.io/dbsubsampling/). diff --git a/README.md b/README.md index 75fb933..18676c6 100644 --- a/README.md +++ b/README.md @@ -24,7 +24,7 @@ devtools::install_github("JieYinStat/dbsubsampling") ## Example This is a basic example which shows you how to get subsample index, such -as uniform sampling, OSMAC, IBOSS and OSS: +as uniform sampling, OSMAC, IBOSS, OSS, LowCon and IES: ``` r library(dbsubsampling) @@ -32,7 +32,7 @@ library(dbsubsampling) data_binary <- data_binary_class # Uniform sampling -subsampling(y_name = "y", data = data_binary, n = 10, method = "Unif", seed_1 = 123) +subsampling(y_name = "y", data = data_binary, n = 10, method = "Unif", seed = 123) #> [1] 2463 2511 8718 2986 1842 9334 3371 4761 6746 9819 # OSMAC-A @@ -60,6 +60,14 @@ subsampling(y_name = "y", data = data_numeric, n = 100, method = "IBOSS") subsampling(y_name = "y", data = data_numeric, n = 30, method = "OSS") #> [1] 8841 8961 1902 7512 48 9867 6547 9784 3392 3622 5780 6594 1890 1850 8335 #> [16] 1254 6204 1257 4611 3831 4782 4919 1579 3404 718 7189 2060 4899 590 1800 + +# LowCon +subsampling(y_name = "y", data = data_numeric, n = 10, method = "LowCon", seed = 123, theta = 1) +#> [1] 6032 6633 4180 5093 6005 7093 3621 4429 1715 7143 + +# IES +subsampling(y_name = "y", data = data_numeric, n = 10, method = "IES", seed = 123, q = 16) +#> [1] 2876 7890 4440 9400 9813 2499 4939 8165 2224 4628 ``` You can get more detailed examples from the article column on the diff --git a/data-raw/data_IES_Case_1_Train.R b/data-raw/data_IES_Case_1_Train.R new file mode 100644 index 0000000..17fe25e --- /dev/null +++ b/data-raw/data_IES_Case_1_Train.R @@ -0,0 +1,34 @@ +## code to prepare `data_IES_Case_1_Train` dataset goes here +m1 <- function(x) { + 8 / (4 + x) +} + +m2 <- function(x) { + exp(3 - x^2) / 4 +} + +m3 <- function(x) { + 1.5*sin(pi/2*x) +} + +gene_data <- function(N, rho, lower, upper, sd, distribute = "normal") { + cov <- matrix(rho, 3, 3) + diag(1-rho, 3) + if (distribute == "normal") { + x <- TruncatedNormal::rtmvnorm(N, rep(0, 3), cov, lb = rep(lower, 3), ub = rep(upper, 3)) + } else if (distribute == "exp") { + copula_def <- copula::ellipCopula(family = "normal", dim = 3, dispstr = "ex", param = rho) + temp_quan <- copula::rCopula(N, copula_def) + x <- apply(temp_quan, 2, trans_exp_data, 0, (upper-lower)) - (upper-lower)/2 + } + + colnames(x) <- c("X1", "X2", "X3") + m <- 1 + m1(x[, "X1"]) + m2(x[, "X2"]) + m3(x[, "X3"]) + epi <- rnorm(N, 0, sd) + y <- m + epi + data <- as.data.frame(cbind(x, m = m , y = y)) + return(data) +} + +N <- 10000; rho <- 0.3; lower <- -2; upper <- 2; sd = 0.5; +data_IES_Case_1_Train <- gene_data(N, rho, lower, upper, sd, distribute = "normal") +usethis::use_data(data_IES_Case_1_Train, overwrite = TRUE) diff --git a/data-raw/data_IES_Case_2_Train.R b/data-raw/data_IES_Case_2_Train.R new file mode 100644 index 0000000..3e8d4cb --- /dev/null +++ b/data-raw/data_IES_Case_2_Train.R @@ -0,0 +1,39 @@ +## code to prepare `data_IES_Case_2_Train` dataset goes here +m1 <- function(x) { + 8 / (4 + x) +} + +m2 <- function(x) { + exp(3 - x^2) / 4 +} + +m3 <- function(x) { + 1.5*sin(pi/2*x) +} + +trans_exp_data <- function(density, lower, upper) { + out <- qexp( pexp(lower) + density*(pexp(upper) - pexp(lower)) ) + return(out) +} + +gene_data <- function(N, rho, lower, upper, sd, distribute = "normal") { + cov <- matrix(rho, 3, 3) + diag(1-rho, 3) + if (distribute == "normal") { + x <- TruncatedNormal::rtmvnorm(N, rep(0, 3), cov, lb = rep(lower, 3), ub = rep(upper, 3)) + } else if (distribute == "exp") { + copula_def <- copula::ellipCopula(family = "normal", dim = 3, dispstr = "ex", param = rho) + temp_quan <- copula::rCopula(N, copula_def) + x <- apply(temp_quan, 2, trans_exp_data, 0, (upper-lower)) - (upper-lower)/2 + } + + colnames(x) <- c("X1", "X2", "X3") + m <- 1 + m1(x[, "X1"]) + m2(x[, "X2"]) + m3(x[, "X3"]) + epi <- rnorm(N, 0, sd) + y <- m + epi + data <- as.data.frame(cbind(x, m = m , y = y)) + return(data) +} + +N <- 10000; rho <- 0.3; lower <- -2; upper <- 2; sd = 0.5; +data_IES_Case_2_Train <- gene_data(N, rho, lower, upper, sd, "exp") +usethis::use_data(data_IES_Case_2_Train, overwrite = TRUE) diff --git a/data/data_IES_Case_1_Train.rda b/data/data_IES_Case_1_Train.rda new file mode 100644 index 0000000000000000000000000000000000000000..596cc5572dcd3691856e288c159fc36d3ea7fb4f GIT binary patch literal 387540 zcmafZcQhQ%7w_sNI?-DsIzfoui59&_@4dHWR~NmD-U-pI5OuAnLDUddTSRZWqIX`t z@Av+H_neuzGxsxd?woUH=5uC7-o!~vK<)#Z-UmOP$Qv{c!KeSPY_641K_ETQM8w#_ z1sLd11kFMX`@?&#);vQdRy=#a6WI-^o-ouB5$mLu 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zNf0NWq#IlZIbmKy#UW5dLGXc`G&2HJ^Ls(zDp|M@og(5#$;x}OX@1|Mj2z`**s1iP z;F>GdTl&Q|>?a(GDO8yd1-Ho+_WB~Umm~mM2oI&f8oV`a^`?dFfD(?1nt#)^;RqLA z5^e}kj<{}?9g3z0Tv}(HV^%^np&*_?9=iJ3bnOjSE3| zc122&uQZA>1yBqjQ0g8L3Z#(ajfS%*wFh#i1wbb82C>T*%RTAx4rx%bpCJQrzf2Yp zK1E8y?w;LPF;+y{5H@Df*mqsxrvWvEY9IW?g?xyJDpXtQ3G32*%9UT6)G2HiA_UOq z$Qb*DhlIf3%{M9RE`?HgL{JpGa%SpnYnZN-GGGdVok=1-mtqvMb_Mn1hA^d5wvZ}|XPcGoOLl~c;Gq#^bYta%+WJmdkIHCSzN^~>MBkk3m%}PoyFq|n!T}XrA@S86%CQ7> z%7(y(=br^|Sj!bipP>&0Lhw`oLaNycj5kZ2S!$JT*<;LAXCWntfHIAcb1?`l9%L2c zx+3INqP(CFMe5*#7DXh)5GThYk>0NQ>Ybvjxl`%+V80lq4{`UK`2$#e#A6{4DcIl3 z;ZSs;ARdCDGpt{hr~;(|O~EH6O^zD6ifl%UHi1pZ3?sl*k|Ic}gnF{n017!)KJMXo zGA}X7fb61&^t})|NSn;Ub`64Zmq1i4WNnDI(w*F}J(WyND2MVexb#->h^%Q;u&SVM zW_oW{#88`?S*)C{nH9_-_}>4h1vsjnc+%7g7T(rv{fhlVri7?a2$L!w^yL83A`&d8 z>_Uh8sDY|R&3-$+!hpeVBjQyVWUNLoLltZasyF-6#g7D^5(HbiHg!c0fgiFu{5>kb qgndC@c1!X97?SMLC}>Cmv~DG4S15|n#G +using namespace arma; + +arma::vec Compute_IES_Loss(arma::uvec candi, int last_index, arma::mat X, int q){ + arma::vec loss = zeros(candi.n_elem); + arma::rowvec x_last = floor(X.row(last_index)*q); + for (int i=0; i(0, N-1, N); + arma::vec loss = zeros(N); + + index[0] = randi(distr_param(0, N-1)); + // index[0] = 0; + candi.shed_row(index[0]); + loss.shed_row(index[0]); + loss = Compute_IES_Loss(candi, index[0], X, q); + // Rcout << "---Step: 1---" << "\n"; + // Rcout << conv_to< arma::rowvec >::from(loss) << "\n"; + for (int i=1; i::from(loss) << "\n"; + } + return index + 1; +} + +//' IES C++-Version for Benchmarking (C++ Core Code) +//' +//' There is no randomness, all parts that need to be randomly selected are selected first indexed. +//' +//' @param X A data.frame or matrix consists of explanatory variables. +//' @param n Subsample size. +//' @param q Hyperparamter of how to divide the axes. +// [[Rcpp::export]] +arma::uvec armaIES_compare(arma::mat X, int n, int q){ + int N = X.n_rows; + arma::uvec index(n); + arma::uvec candi = linspace(0, N-1, N); + arma::vec loss = zeros(N); + + // index[0] = randi(distr_param(0, N-1)); + index[0] = 0; + candi.shed_row(index[0]); + loss.shed_row(index[0]); + loss = Compute_IES_Loss(candi, index[0], X, q); + // Rcout << "---Step: 1---" << "\n"; + // Rcout << conv_to< arma::rowvec >::from(loss) << "\n"; + for (int i=1; i::from(loss) << "\n"; + } + return index + 1; +} diff --git a/src/RcppExports.cpp b/src/RcppExports.cpp index 625c7c2..048ea80 100644 --- a/src/RcppExports.cpp +++ b/src/RcppExports.cpp @@ -112,6 +112,32 @@ BEGIN_RCPP return rcpp_result_gen; END_RCPP } +// armaIES +arma::uvec armaIES(arma::mat X, int n, int q); +RcppExport SEXP _dbsubsampling_armaIES(SEXP XSEXP, SEXP nSEXP, SEXP qSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< arma::mat >::type X(XSEXP); + Rcpp::traits::input_parameter< int >::type n(nSEXP); + Rcpp::traits::input_parameter< int >::type q(qSEXP); + rcpp_result_gen = Rcpp::wrap(armaIES(X, n, q)); + return rcpp_result_gen; +END_RCPP +} +// armaIES_compare +arma::uvec armaIES_compare(arma::mat X, int n, int q); +RcppExport SEXP _dbsubsampling_armaIES_compare(SEXP XSEXP, SEXP nSEXP, SEXP qSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< arma::mat >::type X(XSEXP); + Rcpp::traits::input_parameter< int >::type n(nSEXP); + Rcpp::traits::input_parameter< int >::type q(qSEXP); + rcpp_result_gen = Rcpp::wrap(armaIES_compare(X, n, q)); + return rcpp_result_gen; +END_RCPP +} // L2norm NumericVector L2norm(NumericMatrix X); RcppExport SEXP _dbsubsampling_L2norm(SEXP XSEXP) { @@ -222,6 +248,8 @@ static const R_CallMethodDef CallEntries[] = { {"_dbsubsampling_rcpp_cstyle_IBOSS", (DL_FUNC) &_dbsubsampling_rcpp_cstyle_IBOSS, 2}, {"_dbsubsampling_rcppIBOSS", (DL_FUNC) &_dbsubsampling_rcppIBOSS, 2}, {"_dbsubsampling_armarcppIBOSS", (DL_FUNC) &_dbsubsampling_armarcppIBOSS, 2}, + {"_dbsubsampling_armaIES", (DL_FUNC) &_dbsubsampling_armaIES, 3}, + {"_dbsubsampling_armaIES_compare", (DL_FUNC) &_dbsubsampling_armaIES_compare, 3}, {"_dbsubsampling_L2norm", (DL_FUNC) &_dbsubsampling_L2norm, 1}, {"_dbsubsampling_bottom_t_index", (DL_FUNC) &_dbsubsampling_bottom_t_index, 2}, {"_dbsubsampling_ComputeLoss", (DL_FUNC) &_dbsubsampling_ComputeLoss, 4}, diff --git a/tests/testthat/test-IES.R b/tests/testthat/test-IES.R new file mode 100644 index 0000000..6fb772a --- /dev/null +++ b/tests/testthat/test-IES.R @@ -0,0 +1,14 @@ +test_that("IES with RcppArmadillo works", { + data <- data_numeric_regression + X <- data[-which(names(data) == "y")] + n <- 1000 + q <- 16 + expect_equal(IES(X, n, q, seed = 123), IES(X, n, q, seed = 123)) +}) +test_that("IES get the same result with R and RcppArmadillo", { + data <- data_numeric_regression + X <- data[-which(names(data) == "y")] + n <- 1000 + q <- 16 + expect_equal(r_IES_compare(X, n, q), c_IES_compare(X, n, q)) +}) diff --git a/tests/testthat/test-LowCon.R b/tests/testthat/test-LowCon.R new file mode 100644 index 0000000..da4eb91 --- /dev/null +++ b/tests/testthat/test-LowCon.R @@ -0,0 +1,9 @@ +test_that("LowCon works", { + data <- data_numeric_regression + X <- data[-which(names(data) == "y")] + + n <- 1000 + theta <- 1 + + expect_equal(length(LowCon(X, n, theta, seed = 123)), n) +}) diff --git a/tests/testthat/test-subsampling.R b/tests/testthat/test-subsampling.R index 4cc3c84..7c954e8 100644 --- a/tests/testthat/test-subsampling.R +++ b/tests/testthat/test-subsampling.R @@ -1,8 +1,9 @@ test_that("Unif subsampling", { data <- data_binary_class - expect_equal(subsampling(y_name = "y", data = data, n = 10, method = "Unif", seed_1 = 123), + expect_equal(subsampling(y_name = "y", data = data, n = 10, method = "Unif", seed = 123), c(2463,2511,8718,2986,1842,9334,3371,4761,6746,9819)) }) + test_that("OSMAC-A subsampling", { data <- data_binary_class expect_equal(subsampling(y_name = "y", data = data, n = 10, pilot_n = 100, @@ -10,6 +11,7 @@ test_that("OSMAC-A subsampling", { c(5684,1620,5372,8297,8863,9783,6483,6103,2702,5735)) }) + test_that("OSMAC-L subsampling", { data <- data_binary_class expect_equal(subsampling(y_name = "y", data = data, n = 10, pilot_n = 100, @@ -18,3 +20,27 @@ test_that("OSMAC-L subsampling", { }) +test_that("IBOSS subsampling", { + data_numeric <- data_numeric_regression + expect_equal(subsampling(y_name = "y", data = data_numeric, n = 100, method = "IBOSS", seed = 123), + subsampling(y_name = "y", data = data_numeric, n = 100, method = "IBOSS", seed = 123)) + +}) + +test_that("OSS subsampling", { + data_numeric <- data_numeric_regression + expect_equal(subsampling(y_name = "y", data = data_numeric, n = 100, method = "OSS", seed = 123), + subsampling(y_name = "y", data = data_numeric, n = 100, method = "OSS", seed = 123)) +}) + +test_that("LowCon subsampling", { + data_numeric <- data_numeric_regression + expect_equal(subsampling(y_name = "y", data = data_numeric, n = 100, method = "LowCon", seed = 123), + subsampling(y_name = "y", data = data_numeric, n = 100, method = "LowCon", seed = 123)) +}) + +test_that("IES subsampling", { + data_numeric <- data_numeric_regression + expect_equal(subsampling(y_name = "y", data = data_numeric, n = 100, method = "IES", seed = 123), + subsampling(y_name = "y", data = data_numeric, n = 100, method = "IES", seed = 123)) +}) diff --git a/vignettes/Subsampling.Rmd b/vignettes/Subsampling.Rmd index 31179dd..11863ab 100644 --- a/vignettes/Subsampling.Rmd +++ b/vignettes/Subsampling.Rmd @@ -89,4 +89,25 @@ or you can use a unified interface (recommended): subsampling(y_name = "y", data = data_numeric, n = 10, method = "OSS") ``` -**We're working on more features,such as subsampling based on OSS, Lowcon, support point, etc. ** + +# LowCon +A subsampling method based on Space-filling designs proposed by [Meng et.al.(2021)](https://www.tandfonline.com/doi/full/10.1080/10618600.2020.1844215)^[Cheng Meng, Rui Xie, Abhyuday Mandal, Xinlian Zhang, Wenxuan Zhong & Ping Ma (2021) LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model, Journal of Computational and Graphical Statistics, 30:3, 694-708.]. +```{r} +LowCon(X = X, n = 10, theta = 1, seed = 123) +``` +or you can use a unified interface (recommended): +```{r} +subsampling(y_name = "y", data = data_numeric, n = 10, method = "LowCon", seed = 123, theta = 1) +``` + +# IES +A subsampling method based on Orthogonal Array proposed by [Zhang et.al.(2024)](https://www.tandfonline.com/doi/full/10.1080/10618600.2024.2326136)^[Yi Zhang, Lin Wang, Xiaoke Zhang & HaiYing Wang (2024) Independence-Encouraging Subsampling for Nonparametric Additive Models, Journal of Computational and Graphical Statistics.]. +```{r} +IES(X = X, n = 10, q = 16, seed = 123) +``` +or you can use a unified interface (recommended): +```{r} +subsampling(y_name = "y", data = data_numeric, n = 10, method = "IES", seed = 123, q = 16) +``` + +**We're working on more features,such as subsampling based on Support point, DDS, etc. **

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