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# US Residential energy consumption #Data from site: https://www.eia.gov/totalenergy/data/browser/?tbl=T02.02#/?f=M #accessed Jan 12, 2018 data1 <- read.csv(file="/Users/hannahward/Documents/School/Winter 2018/Regression/Time Series/energy.csv", header=TRUE) head(data1) #Subset to TERCBUS Total Energy Consumed by th...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/text.R \name{predict.textmining} \alias{predict.textmining} \title{Model predictions} \usage{ \method{predict}{textmining}(object, test, fuzzy = FALSE, ...) } \arguments{ \item{object}{The classification model (of class \code{\link{textmining...
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## -------------- ## The set of functions in this file allow one to get an inverse matrix using the ## solve function. The inverse matrix is cached in the makeCacheMatrix environment ## and can be updated and pulled from the cacheSolve function environment. ## -------------- ## -------------- ## makeCacheMatrix ## Th...
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#' Creates gap index raster for BCI plot for censuses 1985 to 1990 and 1990 to 1995 #' #' Creates gap index raster for BCI plot for censuses 1985 to 1990 and 1990 to 1995 #' @param canopy_data Dataframe containing canopy data. #' @param weight_matrix Integer matrix. A weight to be applied to both focal cell and those ...
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\name{ca125} \alias{ca125} \docType{data} \title{Recurrent ovarian carcinoma study} \description{A meta-analysis of 52 studies that were reported between January 1995 and November 2007.} \format{ The data frame contains the following columns: \describe{ \item{n}{total number of subjects} \item{PiY}{dise...
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% Generated by roxygen2 (4.1.0): do not edit by hand % Please edit documentation in R/utils.r \name{getChildrenICD10} \alias{getChildrenICD10} \title{Get's all children for a single icd10 code (i.e., those under the current hierarchy)} \usage{ getChildrenICD10(icd10) } \arguments{ \item{icd10}{icd10 code} } \descriptio...
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# Diversification rates using TESS library(tools) library(optparse) library(TESS) option_list <- list( make_option("--i", type="integer", default=200000, help=("Number of MCMC iterations to run [default %default]."), metavar="Iterations"), make_option("--rho", type="double", defaul...
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fitmethod.cases <- fitmethod_cases()[-c(4:6), ] # Eliminating ols with fmly (makes no sense) with_parameters_test_that("feols.fit works properly", { fmla <- paste(y_dep, "-1 + x1 + x2 + x3", sep = " ~ ") res <- feols.fit(y = ev_par(paste0("base$", y_dep)), X = base[, 2:4]) res_bis <- feols(fml = as.formu...
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library("ggplot2") str(diamonds) library("ggplot2") library("ggthemes") ggplot(diamonds, aes(x=x, y=price, color=clarity)) +geom_point(alpha=0.03)+ geom_hline(yintercept=mean(diamonds$price), color="turquoise3",alpha=.8)+ guides(color=guide_legend(override.aes=list(alpha=1)))+ xlim(3,9)+theme_solarized_2()
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\alias{gFileHasUriScheme} \name{gFileHasUriScheme} \title{gFileHasUriScheme} \description{Checks to see if a \code{\link{GFile}} has a given URI scheme.} \usage{gFileHasUriScheme(object, uri.scheme)} \arguments{ \item{\verb{object}}{input \code{\link{GFile}}.} \item{\verb{uri.scheme}}{a string containing a URI scheme.}...
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# copyright (C) 2014-2023 A.Rebecq # This function executes easy calibration with just data and matrix of margins ######### #' Calibration on margins #' @description #' Performs calibration on margins with several methods and customizable parameters #' @param data The dataframe containing the survey data #' @param mar...
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#' Missing data IPW Cox #' #' Fits an Cox-Aalen survival model with missing data, with glm specification #' of probability of missingness. #' #' Taylor expansion of Cox's partial likelihood in direction of glm parameters #' using num-deriv and iid expansion of Cox and glm paramters (lava). #' #' @aliases cox.ipw sum...
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library(data.table) library(dplyr) library(lubridate) consumption <- fread("household_power_consumption.txt",sep=";",header=TRUE,na.strings = "?",stringsAsFactors = FALSE) consumption$DateTime <- dmy_hms(paste(consumption$Date, consumption$Time)) consumed <- filter(consumption, date(consumption$DateTime) == "2007-02-01...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/AllGenerics.R, R/methods.R \docType{methods} \name{qsmoothData} \alias{qsmoothData} \alias{qsmoothData,qsmooth-method} \alias{qsmoothData.qsmooth} \title{Accessors for the 'qsmoothData' slot of a qsmooth object.} \usage{ qsmoothData(object) ...
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testlist <- list(x = structure(c(5.04442971419527e+180, 3.1111403385324e+174, 1.51741194999287e-152, 2.71034819479614e-164, 1.93112249337219e-308, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0), .Di...
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library(psych) ### Name: omega.graph ### Title: Graph hierarchical factor structures ### Aliases: omega.diagram omega.graph ### Keywords: multivariate ### ** Examples #24 mental tests from Holzinger-Swineford-Harman if(require(GPArotation) ) {om24 <- omega(Harman74.cor$cov,4) } #run omega # #example hierarchical s...
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#' Join the tech intensity data frame to the yearly WIOD #' #' @description Join the created technology intensity data frame to the #' yearly raw WIOD wide table so that similar country and technology #' intensity manufacturing industies can be aggregated. #' #' @param yearly.raw yearly raw data from the downlo...
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#' Check if an OAuth 2.0 access token has past its use by. #' #' @param access_token the access token to check use_by of #' @param margin the number of seconds before use_by to use as the expiration threshold (default of 5 seconds) #' @family OAuth #' @export oauth2.0_has_expired <- function(access_token, margin = 30) ...
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###################################################### #DISCUSSION ###################################################### #My variation of the Schelling model adds property cost #and income inequality to the mix. The model assumes that #property in the center of the city is most expensive, and #that cost decreases as ...
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# The vectors `A` and `B` have already been loaded # Take a quick peek at both vectors A = c(1,2,4) B = c(3,6,7) N = length(A)-1 # Save the differences of each vector element with the mean in a new variable diff_A <- A - mean(A) diff_B <- B - mean(B) # Do the summation of the elements of the vectors and divide by N...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/fslfill2.R \name{fslfill2} \alias{fslfill2} \title{Fill image holes with dilation then erosion} \usage{ fslfill2( file, outfile = NULL, kopts = "", remove.ends = TRUE, refill = TRUE, retimg = TRUE, reorient = FALSE, intern = F...
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QRNLMM = function(y,x,groups,initial,exprNL,covar=NA,p=0.5, precision=0.0001,MaxIter=500,M=20,cp=0.25, beta=NA,sigma=NA,Psi=NA, show.convergence=TRUE,CI=95, verbose=TRUE) { if(any(is.na(groups)==TRUE)) stop("There are some NA's values in gr...
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ASCAT_stat <- read.table("Results/ASCAT_out/ploidy_purity.txt", fill=T) colnames(ASCAT_stat) <- c("Patient", "ploidy", "purity") ASCAT_stat <- subset(ASCAT_stat, !is.na(purity)) seq_lengths<- data.frame(CHROM = c(seq(1:22), "x"), length=seqlengths(seqinfo(nonsyn_GT))[1:23]) parse_ascat <- function(Patient){ ascat_f...
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% Generated by roxygen2 (4.1.1): do not edit by hand % Please edit documentation in R/plot_functions.R \name{plot_lof} \alias{plot_lof} \title{Plot BRC lack-of-fit (LOF).} \usage{ plot_lof(brc, min_lof = 1) } \arguments{ \item{brc}{BRC data frame generated by \code{\link{est_brc}}.} \item{min_lof}{numeric value indica...
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library(testthat) #devtools::load_all() library(rveg) test_check("rveg")
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# File Impoting hr_analytics <- read.csv("hr_analytics.csv") str(hr_analytics) # baseline accuracy prop.table(table(hr_analytics$salary)) # divide into train and test set set.seed(123) split.indices <- sample(nrow(hr_analytics), nrow(hr_analytics)*0.8, replace = F) train <- hr_analytics[split.indices, ] test <- hr_a...
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n <- 3 # no. of centroids set.seed(1415) # set seed for reproducibility M1 <- matrix(round(runif(100, 1, 5), 1), ncol = 2) M2 <- matrix(round(runif(100, 7, 12), 1), ncol = 2) M3 <- matrix(round(runif(100, 20, 25), 1), ncol = 2) M <- rbind(M1, M2, M3) C <- M[1:n, ] # define centroids as first n objects obs <- length...
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library(argparser) library(TopmedPipeline) library(SeqVarTools) sessionInfo() argp <- arg_parser("Parse table of variants of regions to a list") argp <- add_argument(argp, "config", help="path to config file") argp <- add_argument(argp, "--chromosome", help="chromosome (1-24 or X,Y)", type="character") argp <- add_arg...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/queries.R \name{getDataPSQL} \alias{getDataPSQL} \title{Run Sample Query via \code{psql}} \usage{ getDataPSQL(sqlquery) } \arguments{ \item{sqlquery}{A SQL query as character string} } \value{ The dataset corresponding to the query. } \descri...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ncc.R \name{ncc.ci.sr} \alias{ncc.ci.sr} \title{Symmetric range confidence interval for chi-square noncentrality parameter.} \usage{ ncc.ci.sr(y, p, alpha = 0.05) } \arguments{ \item{y}{numeric, value of chi random variable.} \item{p}{intege...
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--- title: 'Exercise 6: Base R vs. Tidyverse' author: "Jessie Munson" date: "10/22/2020" output: pdf_document --- # load packages library("here") library("haven") library("magrittr") library("tidyverse") library("tidyr") library("dplyr") # setup folders and directories here("data") here("code") #read in data v...
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#YAPAY SİNİR AĞLARI # Boston veri seti icin install.packages("MASS") library(MASS) # neural networks fonksiyonu icin install.packages("neuralnet") library(neuralnet) # yapay sinir aglarini kullanmak icin verimizi olceklendirmemiz gerekiyor. # tahmin edecegimiz degiskeni tam olarak 0 ile 1 arasina cekmemiz ger...
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\name{SimSem-class} \Rdversion{1.1} \docType{class} \alias{SimSem-class} \alias{summary,SimSem-method} \title{Class \code{"SimSem"}} \description{ The template containing data-generation and data-analysis specification } \section{Objects from the Class}{ Objects can be created by \code{\link{model}}. } \section{Slot...
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library(rpf) ### Name: rpf.logprob ### Title: Map an item model, item parameters, and person trait score into ### a probability vector ### Aliases: rpf.logprob rpf.logprob,rpf.1dim,numeric,numeric-method ### rpf.logprob,rpf.1dim,numeric,matrix-method ### rpf.logprob,rpf.mdim,numeric,matrix-method ### rpf.logp...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/steps.R \name{pkg_dev} \alias{pkg_dev} \alias{rcmd_check} \alias{covr} \title{CI/CD steps for a package at the repository root} \usage{ rcmd_check(name = "Check Package") covr(name = "Run Code Coverage") } \arguments{ \item{name}{\verb{[char...
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context("Test report compilation") test_that("Compilation can handle multiple outputs", { skip_on_cran() setwd(tempdir()) random_factory() compile_report(list_reports(pattern = "foo")[1], quiet = TRUE) outputs <- sub("([[:alnum:]_-]+/){2}", "", list_outputs()) outputs <- sort(outp...
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example.table.filter = function() { library(SeminarMatching) script.dir = "D:/libraries/shinyEventsUI/shinyEventsUI/inst/www" app = eventsApp() n = 10 df = data.frame(a = sample(1:2,n, replace = TRUE), x = runif(n)) html = html.table(df,id="mytab") app$ui = bootstrapPage( HTML(html), add.table.f...
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library(httr) library(rvest) library(RSelenium) # 3.7초만큼 딜레이를 주는 코드 # testit <- function(x) # { # p1 <- proc.time() # Sys.sleep(x) # proc.time() - p1 # The cpu usage should be negligible # } # testit(3.7) remD <- remoteDriver(port = 4445, # 포트번호 입력 browserName = "safari") #사용할 브라우저 remD$...
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MakeComparable <- function(df) { df <- round(df, digits = 5) return(df[do.call(order, df), ]) } test_that("GetPairs works right in a small example", { df <- data.frame(X = rep(c(1,2),2), Y = rep(c(2,4),2)) pairsActual <- GetPairs(df, "X", "Y") pairsExpected <- data.frame(OriginalRowNumb...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/bw.R \name{wbw} \alias{wbw} \title{Function to select the bandwidth parameter needed for smoothing the time-dependent ROC curve.} \usage{ wbw(X, wt, bw = "NR", ktype = "normal") } \arguments{ \item{X}{The numeric data vector.} \item{wt}{The ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/revgray.R \name{revgray} \alias{revgray} \title{Create vector of colors from white to black} \usage{ revgray(n = 256, ...) } \arguments{ \item{n}{Number of colors.} \item{...}{Passed to \code{\link[grDevices:gray]{grDevices::gray()}}.} } \va...
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library(caret) library(randomForest) setwd("./project") tmp_ds<-read.csv("pml-training.csv", na.strings=c("NA","","#DIV/0!")) test_ds<-read.csv("pml-testing.csv", na.strings=c("NA","","#DIV/0!")) set.seed(12345) inTrain = createDataPartition(tmp_ds$classe, p = 0.75)[[1]] train_ds = tmp_ds[ inTrain, ] valid_ds = tmp_d...
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# Jake Yeung # Date of Creation: 2018-10-28 # File: ~/projects/4c_seq/scripts/primetime_animations/animate_around_the_clock.R # Animate batch 3 around the clock # Stolen from: ~/projects/4c_seq/scripts/batch3_4cseq_analysis/load_robj_plot_summary.batch3.WT_vs_Cry1intronKO.R rm(list=ls()) jstart <- Sys.time() librar...
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library(broom) ### Name: tidy.kde ### Title: Tidy a(n) kde object ### Aliases: tidy.kde kde_tidiers ks_tidiers ### ** Examples if (requireNamespace("ks", quietly = TRUE)) { library(ks) dat <- replicate(2, rnorm(100)) k <- kde(dat) td <- tidy(k) td library(ggplot2) ggplot(td, aes(x1, x2, fill ...
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library(dplyr) library(ggplot2) library(caret) library(e1071) library(class) library(randomForest) library(tree) orchid <- read.table(url("https://gist.githubusercontent.com/CptnCrumble/e01af3b83ffc463f4bb5776d0213f14b/raw/5382eee21b6e5b796541fd8053c5f733fd6eb9c7/orchids.txt")) attach(orchid) #Plotting t...
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################################################################################################# # The following code uses Logistic Regression to test for DIF using the DIF.Logistic # # function. # ###################################...
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library(sf) library(raster) library(gridExtra) library(tidyverse) library(magick) BIORE <- read.csv("maps_for_pubs/input/spec.dat") %>% select(name) %>% filter(grepl("BIORE_",name)) %>% mutate(name=gsub("BIORE_","",name)) %>% unlist() %>% as.numeric() proj <- "+proj=merc +a=6378137 +b=6378137...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/3D.R \name{Traj3DResampleTime} \alias{Traj3DResampleTime} \title{Resample a 3D trajectory to a constant time interval} \usage{ Traj3DResampleTime(trj3d, stepTime, newFps = NULL) } \arguments{ \item{trj3d}{The 3-dimensional trajectory to be re...
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file = "household_power_consumption.txt" data = subset(data.frame(read.table(file, header = TRUE, sep=";", na.strings="?")), Date=="1/2/2007" | Date=="2/2/2007") dateTime = paste(data$Date, data$Time) dateTime = strptime(dateTime, format='%d/%m/%Y %H:%M:%S') png(file="plot4.png", width=480, height=480, bg = "transparen...
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#' Initialise a queue directory #' #' @param queue Directory in which queue should be created #' @return Nothing init_queue <- function(queue){ if(!dir.exists(queue)){ dir.create(paste0(queue, "/archive"), recursive = TRUE) } }
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x <- matrix(1: 6, 2, 3) x[1, 2] x[2, 1] x[1, ] x[, 2] x[1, 2, drop = FALSE] x[1, , drop = FALSE]
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##'Change the appearance of the dashboard ##' ##'Walt Disney's favorite color is purple (mine too!). Using the application ##'you've just created, let's change the color by updating the skin parameter ##'to "purple". The body you just created is already loaded. # Update the skin ui <- dashboardPage( skin = "purp...
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complete <- function(directory, id = 1:332) { data <- data.frame() nobs <- data.frame(id=id,"nobs"=0) file_list <- list.files(directory, full.names=TRUE) for(fname in file_list) { tmp <- read.table(fname, header = TRUE, sep = ",") tmp <- subset(tmp, ID %in% id) data <- rbind(data,tmp) } ...
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# QC and trimming of FastQ Files trim_galore --stringency 3 --fastqc --paired --clip_R1 5 --clip_R2 $R1.fastq $R2.fastq # Alignment with Bismark bismark --bowtie2 -p 4 --multicore 4 bismark_genome_build/ -1 R1.fq -2 R2.fq deduplicate_bismark -p --bam inputfile.bam # Sequencing quality control with CEGX custom do...
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tabPanel( sidebarPanel( h3("Regression of Running Backs prior Stats on NFL Value and Statistics"), selectInput(inputId = "selection2", label = "Choose a position", choices = c("NFLYPC" = "RB$NFLYPC ~ RB$College.YPC + RB$college.rushattmpt.pg + RB$college.rushtd.pg + RB$College....
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\alias{cairoScaledFontGlyphExtents} \name{cairoScaledFontGlyphExtents} \title{cairoScaledFontGlyphExtents} \description{Gets the extents for a list of glyphs. The extents describe a user-space rectangle that encloses the "inked" portion of the glyphs, (as they would be drawn by \code{\link{cairoShowGlyphs}} if the cair...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/io.R \name{read.moleculelist_thunderstorm} \alias{read.moleculelist_thunderstorm} \title{Thunderstorm molecule list reader} \usage{ read.moleculelist_thunderstorm(filepath) } \arguments{ \item{filepath}{string denoting the path to the file to...
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# Session 7 # # Multiple Linear Regression 2 # #****************************************************** #load data source("AccidentInput.R") setwd(traindir) my.path <- getwd() setwd(my.path) acts <- file.inputl(my.path) sapply(acts, dim) dim(acts[[12]]) setdiff(colnames(acts[[1]]), colnames(acts[[8]])) ...
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library(PLRModels) ### Name: plrm.ci ### Title: Confidence intervals estimation in partial linear regression ### models ### Aliases: plrm.ci ### Keywords: Statistical Inference Regression Time Series ### ** Examples # EXAMPLE 1: REAL DATA data(barnacles1) data <- as.matrix(barnacles1) data <- diff(data, 12) data ...
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% File src/library/LN3GV/man/analyze.Rd \name{analyze} \alias{analyze} \title{Fit a hierarchical model to matrix of normalized microarray data} \description{ Analyze microarray data using the methods detailed in Lund and Nettleton, 2011. This is the main function of the LN3GV package.} ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utils.R \name{package_glob} \alias{package_glob} \title{Wildcard Expansion on File Paths} \usage{ package_glob(..., pattern) } \arguments{ \item{...}{Path} \item{pattern}{Pattern} } \value{ Glob } \description{ Wildcard Expansion on File Pat...
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library(powdR) ### Name: fps ### Title: Full pattern summation ### Aliases: fps ### ** Examples #Load the minerals library data(minerals) # Load the soils data data(soils) #Since the reference library is relatively small, #the whole library can be used at once to get an #estimate of the phases within each sample....
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library(nor1mix) ### Name: rnorMix ### Title: Generate 'Normal Mixture' Distributed Random Numbers ### Aliases: rnorMix ### Keywords: distribution ### ** Examples x <- rnorMix(5000, MW.nm10) hist(x)# you don't see the claw plot(density(x), ylim = c(0,0.6), main = "Estim. and true 'MW.nm10' density") lines(MW.n...
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suppressPackageStartupMessages(library(tidyverse)) suppressPackageStartupMessages(library(data.table)) suppressPackageStartupMessages(library(RColorBrewer)) suppressPackageStartupMessages(library(svglite)) # capture the command-line arguments after --args (e.g. the shortstack results directory) args <- commandArgs(tra...
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library(Matrix) source('/home-4/whou10@jhu.edu/scratch/Wenpin/trajectory_variability/function/01_function.R') # pseudotime <- readRDS('/home-4/whou10@jhu.edu/scratch/Wenpin/GBM_myeloid/data/order/MDSC_MAC3_NEU1.rds') pseudotime <- readRDS('/home-4/whou10@jhu.edu/scratch/Wenpin/GBM_myeloid/data/order/MDSC_MAC1.rds') rdi...
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library(shiny, quietly = TRUE) library(shinythemes, quietly = TRUE) library(shinyWidgets, quietly = TRUE) suppressPackageStartupMessages(library(shinyjs, quietly = TRUE, warn.conflicts = FALSE)) library(DT, quietly = TRUE, warn.conflicts = FALSE) library(TestDesign, quietly = TRUE) solvers <- c("lpSolve", "Rsymphony",...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{wiki_graph} \alias{wiki_graph} \title{Graph for Dijkstra's algorithm.} \format{ A data frame for a graph of 6 nodes and the distance/weight between them: \describe{ \item{v1}{vertices 1-6} \item{v2}{vertices 1-...
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#' Double #' #' @param x Number #' #' @return The double of x #' @export #' #' @examples #' Double(2) #' 4 Double <- function(x = 1) { return(x*2) } #' Triple #' #' @param x Number #' #' @return The triple of x #' @export #' #' @examples #' Triple(3) #' 9 Triple <- function(x = 1) { return(x*3) } #' Multiple #' #...
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generate_packets <- function(data, path, use_subject = 'TRUE', program = '', program_short = '') { subjects <- unique(data$subject_long) if (use_subject) { for (i in subjects) { plot_da...
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#### Предварительная обработка данных #### По мотивам статьи "Как я победил в конкурсе BigData от Beeline" #### https://habrahabr.ru/post/270367/ train <- read.table(unzip("../data/train.zip"), header = T, sep=",") str(train) # x8 # x23-x61 ## Шаг 1. Предварительный просмотр факторов # факторы - переменные в ном...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/dada.R \name{dada} \alias{dada} \title{High resolution sample inference from amplicon data.} \usage{ dada(derep, err, errorEstimationFunction = loessErrfun, selfConsist = FALSE, aggregate = FALSE, ...) } \arguments{ \item{derep}{(Required)....
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sample(seq(1,10, length.out=100), replace = T, size = 1000) -> data1 length(data1) str(data1) table(data1) qplot(data1) sample(c('a','b','c','d'),100,replace=T, prob=c(0.2,0.5,0.9,0.3))->data2 table(data2) qplot(data2) library(sqldf) c(80, 60, 70, 50, 90)-> exam exam sum(exam)/5 -> avg_exam avg_exam mean(exam) ...
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normalizeTotalExpression = function (geneExpr, totalReads) { return(geneExpr / totalReads) }#end def normalizeTotalExpression param.table = read.table("parameters.txt", header=T, sep="\t") sample.description.file = as.character(param.table$Value[param.table$Parameter == "sample_description_file"]) count.folder=...
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#' Subset data using column values #' #' @description Shiny gadget used to visually inspect column values in a data set #' and subset rows by specifying column values #' #' @param data A data set #' @param colorBy \code{character} Column by which the \code{parcoords} plot should be colored #' @param theme \code{charac...
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#' Prep State- or Nation-Wide District Shapefile #' #' @name lea_prep #' @aliases lea_prep #' @export lea_prep #' #' @description #' `lea_prep()` creates your desired shapefile. #' @usage #' lea_prep(path = NULL, fips = NULL) #' #' @param path A character vector specifying a file path, such as: path = "./test". #' @p...
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require("qvalue") require("gplots") #Allegra <- read.table("Allgera_M31M32Different.txt",header=FALSE) #row.names(Allegra) = Allegra$V2 WD = "/Users/smcisaac/Downloads" setwd(WD) y <-read.table("DataMetLimitedMerged_2011_1122_pruned_knn_clustered_SVDsubtract_RECLUSTER.txt",header =TRUE, row.names = 1, sep ="\t") ...
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\name{svyglmParallel} \alias{svyglmParallel} \title{Standard regression functions in R enabled for parallel processing over large data-frames - generalised linear model, with survey weights} \description{This is a non-user function that is managed by RegParallel, the primary function.} \usage{ svyglmParallel( dat...
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manager <- c(1, 2, 3, 4, 5) date <- c("10/24/08", "10/28/08", "10/1/08", "10/12/08", "5/1/09") country <- c("US", "US", "UK", "UK", "UK") gender <- c("M", "F", "F", "M", "F") age <- c(32, 45, 25, 39, 99) q1 <- c(5, 3, 3, 3, 2) q2 <- c(4, 5, 5, 3, 2) q3 <- c(5, 2, 5, 4, 1) q4 <- c(5, 5, 5, NA, 2) q5 <- c(5, 5, 2, NA, 1)...
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library(doMC) library(foreach) build_matrix_G_manually <- function(path.snps = "data/SNPs_14102014_145630.raw") { N <- 20 # Get results (stored into SNPS_datetime.stamp.raw) Phenotypes <- read.table(path.snps, header = TRUE) # Remove rows with NA's Phenotypes <- Phenotypes[complete.cases...
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############# Serdar Turkarslan / Institute for Systems Biology ############### # Last update: 06/05/2020 ############################################################################### # Plot heatmap for comparing mutations for UE3 line of Dv and Mm # ##################################################################...
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## ----setup, include=FALSE------------------------------------------------ knitr::opts_chunk$set(echo = TRUE) ## ------------------------------------------------------------------------ library(tidyverse) theme_set(theme_light()) tv_ratings <- readr::read_csv("https://raw.githubusercontent.com/rfordatascience/tidyt...
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context("generate body data.table from estimate result") l.reg <- local({ ctl <- c(4.17,5.58,5.18,6.11,4.50,4.61,5.17,4.53,5.33,5.14) trt <- c(4.81,4.17,4.41,3.59,5.87,3.83,6.03,4.89,4.32,4.69) group <- gl(2, 10, 20, labels = c("Ctl","Trt")) weight <- c(ctl, trt) lm.D9 <- lm(weight ~ group) lm....
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library(tidyverse) library(ggthemes) library(stringr) # This file produces the plots for the invertase experimental data. To keep a consistent # graphical profile through the paper, all results are plotted (including non model results # are plotted in R). # Outputs: # A bar-chart showing invertase activity in hi...
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library(creditmodel) library(ggplot2) # equal sample size breaks equ_breaks = cut_equal(dat = UCICreditCard[, "PAY_AMT2"], g = 10) # select best bins bins_control = list(bins_num = 10, bins_pct = 0.02, b_chi = 0.02, b_odds = 0.1, b_psi = 0.05, b_or = 0.15, mono = 0.3, odds_psi = ...
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test.r
install.packages("shiny") library(shiny) runGitHub("Devium", username = "dgrapov",ref = "master", subdir = "Shiny/Plots", port = 8100)
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r_plotting.R
library(openxlsx) library(ggplot2) library(reshape2) #source("~/dropbox/mult_rp_files/r_test/multiplot.R") source("~/Dropbox/mult_rp_files/r_test/multiplot.R") library(zoo) library(gplots) library(RColorBrewer) library(abind) library(gridGraphics) library(grid) library(gridExtra) saveAsPng <- T file_list <- c('nl_avg...
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almartin82/MAP-visuals
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sgp_small_multiples.Rd
% Generated by roxygen2 (4.1.0): do not edit by hand % Please edit documentation in R/sgp_small_multiples.R \name{sgp_small_multiples} \alias{sgp_small_multiples} \title{SGP small multiples} \usage{ sgp_small_multiples(df, stu_per_row = 12) } \arguments{ \item{df}{long data frame in TEAM canonical style} \item{stu_per...
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figures.r
########################################################################### ########################################################################### ############## Created by Heather Kropp in October 2017 ############## ############## This script creates figures for all time ############## ############## s...
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2020-04-06T17:37:48.704358
2019-01-29T21:29:57
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server.R
# # This is the server logic of a Shiny web application. You can run the # application by clicking 'Run App' above. # # Find out more about building applications with Shiny here: # # http://shiny.rstudio.com/ # library(leaflet) library(httr) library(dplyr) library(readxl) library(shiny) library(shinydashboard) lib...
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yao-yl/path-tempering
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pathsample.R
#' Adaptive path sampling #' #' Run path sampling with adaptations. #' #' @export #' @param sampling_model The stan model generated from \code{\link{code_temperature_augmented}}. #' @param data_list The list of data used in the original stan model. #' @param N_loop The max adaptations. The default is 10. #' @param ...
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cran/holland
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con_zs_holland.R
#' @title Congruence Index according to Zener & Schnuelle (1976) #' @keywords congruence #' @export con_zs_holland #' @description The function computes the congruence index according to Zener & Schnuelle (1976). #' @details The function finds the congruence according to Zener & Schnuelle (1976) between the three-let...
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AnkurDesai11/datascienceJHUcoursera
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GCD_quiz_4.R
#question 1 urlq1<-"https://d396qusza40orc.cloudfront.net/getdata%2Fdata%2Fss06hid.csv" download.file(urlq1, destfile="GCD_quiz4_dataset1.csv") ds1<-read.csv("GCD_quiz4_dataset1.csv") splitnames<-strsplit(names(ds1), "wgtp") splitnames[[123]] #question 2 urlq2<-"https://d396qusza40orc.cloudfront.net/getdata%2F...
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AllisonVincent/StarFM-code
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stream_flow.R
setwd('C:/Users/Allison and Brian/Documents/Research/STARFM/STARFMtest/Analysis_Tests/Stream_data') library(sp) library(sf) library(ggplot2) library(rgdal) library(raster) library(dplyr) library(caret) library(data.table) library(stats) library(fields) library(hydroTSM) library(SpatialTools) library(foreign) library(r...
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Blikdal/Examchha511
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2021-01-17T19:18:23.917600
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udregninger opg5.R
getDataPart(faithful) #the required data eruption <- faithful[,1] #specifying eruption KDE(eruption, method="naive" ) KDE(eruption, method="gaussian" ) densityplot(eruption, n=200) densityplot(eruption, n=200, method="gaussian")
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/scripts/long/long_data.R
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mt-edwards/data-compression
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2021-07-13T13:43:01.427051
2019-02-01T14:24:27
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long_data.R
############################ # Long Data. # ############################ # Command line arguments # ======================= # - 1) Variable name. # - 2) Ensemble size. # - 3) AR order. # - 4) MA order. args = commandArgs(TRUE) # Libraries. # ======================= package_names = c("tidyverse", "plyr")...
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/fars_functions.R
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RG9303/Project-RG-Week2
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2020-06-07T02:50:09
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fars_functions.R
library(roxygen2) #' @title fars_read #' @description The function \code{fars_read} read a csv file if it exists and forwards the argument a data frame. #' @param filename to enter a database with format csv. #' @return if file exists, this function read the file and return a database as a data frame. If the exte...
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lbuckheit/nfl
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xfp_boxplot.R
library(tidyverse) library(ggrepel) library(ggimage) library(nflfastR) library(dplyr) library(ggplot2) library(ggrepel) library(stringr) options(scipen = 9999) source("utils/nfl_utils.R") ### Generate boxplots of expected FP ### # TODO - Split this into RB and WR files ### Background Work ### # Define variables SEA...
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m0hits/prophet_exploration_R
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prophet_test.R
#### Session Setup ---- rm(list = ls()) gc() set.seed(786) Time = Sys.time() #### Packages ---- list.of.packages <- c("tidyverse", "forecast", "purrr", "broom", "readxl", "writexl", ...