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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/run_model.R \name{run_mHMM} \alias{run_mHMM} \title{Run an mHMM on a simulated sleep dataset} \usage{ run_mHMM( data, start_values, mprop, hyperprior_means, model_seed, mcmc_iterations = 2000, mcmc_burn_in = 1000, show_progres...
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# Copyright 2014 Revolution Analytics # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed...
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####Getting and Cleaning Data Course Project#################################### # You should create one R script called run_analysis.R that does the following.# # # # 1.- Merges the training and the test sets to create one data set. ...
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################################################################################### # # # The R-NCMPs package has been developed by the ET-NCMP. # # P5_Trends_Graphs.R ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/chac.R \name{chac} \alias{chac} \alias{as.hclust.chac} \alias{print.chac} \alias{head.chac} \alias{summary.chac} \alias{plot.chac} \alias{diagnose} \alias{diagnose.chac} \alias{correct} \alias{correct.chac} \alias{cutree_chac} \alias{cuttree_...
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#2016_11_23 updated to used average scores that encompass recombinations within locus setwd("~/Dropbox/Heise/ELISA Antibody/") chrom=read.csv("qtls/d10/snps/chr5_68-75_scores.csv") ##### strain averages ##### dat=dat.10 Map.dat=summaryBy(IgG1+IgG2ac+IgG2b+IgG3+IgM+TotalG ~ RIX + day, data=dat, F...
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#' 몬티홀 딜레마함수 montyhall(k) #' #' 함수 설명 #' 몬티홀문제를 3가지 경우로 나누어 어떠한 선택에도 결론(선택을 바꾸는 것이 유리하다.)을 도출할 수 있다는 것을 #' 증명한 함수입니다. #' 각 케이스의 첫째 행은 쇼의 주인공이 모르는 문 뒤의 상황입니다. (k는 주인공이 선택한 문의 번호입니다.k=1,2,3) #' 두번째 행은 주인공의 선택(Choice)과 사회자가 열어서 보여준 염소(Open)의 위치입니다. #' #' @example #' montyhall(1) 1번문을 선택한 경우 #' [1] "CASE1" #' [1] "염소" ...
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boot.gomp <- function(target, dataset, tol = qchisq(0.95, 1), test = "testIndLogistic", method = "ar2", B = 500, ncores = 1) { runtime <- proc.time() sel <- NULL n <- dim(dataset)[1] if ( !is.matrix(target) ) dim(target) <- c(n, 1) if ( ncores <= 1 ) { for (i in 1:B) { ina...
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\name{modelHomotypic} \alias{modelHomotypic} \title{modelHomotypic} \description{ Leverages user-provided cell annotations to model the proportion of homotypic doublets. Building on the assumption that literature-supported annotations reflect real transcriptional divergence, homotypic doublet proportions are modeled as...
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library(mlbench) library(caret) library(reshape2) set.seed(7) # function to fing High correlated variables mosthighlycorrelated <- function(df, numtoreport){ cormatrix <- cor(df) upperTriangle <- upper.tri(cormatrix, diag = F) cor.upperTriangle <- cormatrix cor.upperTriangle[!upperTriangle] <- NA ...
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#' Extracts the length of a tip from a tree #' #' \code{tiplength} returns the length of a tip of a tree, given either (a) the tip name or #' (b) the index of the tip (in the order of the tip labels in the tree). #' #' @param tree a phylogenetic tree (as a \code{phylo} object) #' @param tipname the tip name, as a cha...
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library(tidyverse) Sys.setlocale("LC_ALL", "C") next_monday <- Vectorize(function(date){ date + (0:6)[weekdays(date + (0:6)) == "Monday"] } ) load_truth <- function(target="incident_cases", as_of){ truth <- read.csv(paste0("https://raw.githubusercontent.com/dwolffram/covid19-versioned-data/main/data/", ...
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rm(list=ls(all=T)) #clear workspace # Read data-****Make Sure the Path Is Correct**** require(RODBC) #Package RODBC must be installed con <- odbcConnectAccess("//AA.AD.EPA.GOV/ORD/NAR/USERS/EC2/wmilstea/Net MyDocuments/EPA/Data/Sparrow/MRB1Sparrow/MRB1Sparrow.mdb") get <- sqlQuery(con, " SELECT MRB1_WBIDLakes.WB_...
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# a.Prepare analysis of the type we did for Bioassay problem, # with the covariate being the temperature and the response variable being # #of primary O-rings in field joints with Erosion or blowby. # There are 6 primary O-rings per shuttle. # Challenger was launched at temperature of 31 degrees. input<-function(LL...
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library(catR) ### Name: EPV ### Title: Expected Posterior Variance (EPV) ### Aliases: EPV ### ** Examples ## Dichotomous models ## # Loading the 'tcals' parameters data(tcals) # Selecting item parameters only bank <- as.matrix(tcals[,1:4]) # Selection of two arbitrary items (15 and 20) of the # 'tcals' ...
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brier <- function(prob, happened = 0) { ifelse(happened == 1, 2 * (prob - 1)**2, 2 * (1 - prob - 1)**2) }
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## day of the year skipping 2/29 my_yday <- function(x) ifelse(year(x)%%4 == 0 & month(x)>2, yday(x)-1, yday(x)) ## function to create harmonic model fourier_trend <- function(x, k=3){ H <- lapply(1:k, function(k){ cbind(sin(2*pi*k/365*x), cos(2*pi*k/365*x)) }) return(do.call(cbind, H)) } ## for vectors l...
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library(forcats) gss_cat %>% count(race) ggplot(gss_cat, aes(race)) + geom_bar()
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temp.optim <- function(x, k = list(k1, k2, k3, k4, k5, k6, k7)){ y <- with(k, (k1*(x - k2)^k3)/(k4^k3 + (x - k2)^k3) - exp(k7 - (k5 - (x - k2))/(k5 - k6))) return(y) } rain.resp <- function(x, k = list(k1, k2)){ y <- with(k, k1 * (1 - exp( - k2 * x))) return(y) }
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setClass("H2OClient", representation(ip="character", port="numeric"), prototype(ip="127.0.0.1", port=54321)) setGeneric("h2o.init", function(ip = "127.0.0.1", port = 54321, startH2O = TRUE, silentUpgrade = FALSE, promptUpgrade = TRUE) { standardGeneric("h2o.init") }) # setGeneric("h2o.shutdown", function(ip = "127.0.0....
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# 1번 #Houseprice.csv는 주택판매가격(price)과 이에 영향을 줄 것으로 판단되는 4가지 설명변수인 세금(tax; 만원), 대지평수(ground; 평), 건물평수(floor; 평), 주택연령(year; 년)을 27개 주택에 대해 조사한 것이다. # 1. 5개 변수들에 대한 산점도 행렬을 작성하고 변수들 간의 관계를 설명하여라. 특히 판매가격과 세금의 산점도를 보면 특이값 3개가 나타난다. 이들 값의 특성은 무엇인가? houseprice <- read.csv("houseprice.csv") head(Houseprice) pairs(Hou...
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% File src/library/base/man/Bessel.Rd % Part of the R package, https://www.R-project.org % Copyright 1995-2018 R Core Team % Distributed under GPL 2 or later \name{Bessel} \title{Bessel Functions} \alias{bessel} \alias{Bessel} \alias{besselI} \alias{besselJ} \alias{besselK} \alias{besselY} \usage{ besselI(x, nu, expon...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/civicinfo_objects.R \name{RepresentativeInfoResponse.divisions} \alias{RepresentativeInfoResponse.divisions} \title{RepresentativeInfoResponse.divisions Object} \usage{ RepresentativeInfoResponse.divisions() } \value{ RepresentativeInfoRespon...
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library("tidyverse") league_data <- read_csv("ginf.csv") colnames(league_data) head(league_data) hg_sum <- sum(league_data[, "fthg"]) ag_sum <- sum(league_data[, "ftag"]) Venue <- c("Home", "Away") Goals <- c((hg_sum+hg_ecl_sum),(ag_sum+ag_ecl_sum)) df_sum_of_lg <- data.frame(Venue,Goals) ggplot(df_sum_of_lg, aes(...
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% Generated by roxygen2 (4.1.0): do not edit by hand % Please edit documentation in R/sql.r \name{get_tbl} \alias{get_tbl} \title{get all rows from a table} \usage{ get_tbl(con = NULL, x, hive = FALSE) } \arguments{ \item{con}{dbi connection} \item{x}{table name} } \description{ get all rows from a table } \seealso{ O...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/mac-to-binary-string.R \name{mac_to_binary_string} \alias{mac_to_binary_string} \title{Convert MAC address character vector to a binary string representation} \usage{ mac_to_binary_string(x) } \arguments{ \item{x}{character vector of MAC addr...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plots.R \name{plotSpliceGraph} \alias{plotSpliceGraph} \title{Plot splice graph} \usage{ plotSpliceGraph(x, geneID = NULL, geneName = NULL, eventID = NULL, which = NULL, toscale = c("exon", "none", "gene"), label = c("id", "name", "label"...
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#!/usr/bin/Rscript options <- commandArgs(trailingOnly = TRUE) params.inputFilename <- options[1] params.outputFilename <- options[2] params.width <- as.integer(options[3]) data <- read.table(col.names=c("t", "x", "y", "z", "x2", "y2", "z2", ...
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#' ISOCarrierOfCharacteristics #' #' @docType class #' @importFrom R6 R6Class #' @export #' @keywords ISO carrierOfCharacteristics #' @return Object of \code{\link{R6Class}} for modelling an ISOCarrierOfCharacteristics #' @format \code{\link{R6Class}} object. #' #' @references #' ISO 19110:2005 Methodolo...
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# packages stopifnot( require(cytofkit), require(optparse), require(Rphenograph) ) # options option_list <- list( make_option(c("--infile", "-i"), help="normalised CYTOF data"), make_option(c("--outfile", "-o"), help="RData object containing clustering info"), make_option(c("--k"), default...
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##' @include TuneControl.R #roxygen() # ##' Control structure for MI-ES tuning. ##' @exportClass TuneControlMies ##' @seealso \code{\link{makeTuneControlMies}} # #setClass( # "TuneControlMies", # contains = c("TuneControl") #) # # ##' Create control structure for MI-ES tuning. ##' ##' @title Control for MI-ES tuni...
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testthat::context("Testing 'inspecting'") testthat::test_that("inspecting-se", { sacurine.se <- reading(system.file("extdata/W4M00001_Sacurine-statistics", package = "phenomis")) sacurine.se <- inspecting(sacurine.se, figure.c = "none", report.c = "none...
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#context("Coverage") library(testthat) library(rfinterval) #test_check("rfinterval") BeijingPM25 <- BeijingPM25[sample.int(n=nrow(BeijingPM25), nrow(BeijingPM25)), ] #devtools::use_data(BeijingPM25, overwrite = TRUE) output <- rfinterval(pm2.5~., train_data = BeijingPM25[1:1000, ], ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.r \docType{data} \name{tokens_dutchclauses} \alias{tokens_dutchclauses} \title{Example tokens for Dutch clauses} \format{ data.frame } \usage{ data(tokens_dutchclauses) } \description{ Example tokens for Dutch clauses } \keyword{datasets...
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findNearestMovers3 = function(t){ x=matrix(); x2=list() y = matrix(); y2 = list() for (i in 1:nrow(t)){ for (j in 1:nrow(t)){ if (abs(t[i,1] - t[j,1]) <= 0.4) { x[j] = j } else { x[j] = NA } if (abs(t[i,2] - t[j,2]) <= 0.4) { y[j] = j } else { y[j] = NA } ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plusDomains_objects.R \name{Activity.object.statusForViewer} \alias{Activity.object.statusForViewer} \title{Activity.object.statusForViewer Object} \usage{ Activity.object.statusForViewer(canComment = NULL, canPlusone = NULL, canUpdate = NU...
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trunckGUI <- function() { checkprofile() if(sum(mat.align)==length(mat.align)) { tkmessageBox(message="Attention: profiles are not aligned") stop() } if(sum(mat.baseline)==length(mat.baseline)) { tkmessageBox(message="Attention: baseline must be proceed before range to be efficient") st...
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library(shiny) ### Name: exprToFunction ### Title: Convert an expression to a function ### Aliases: exprToFunction ### ** Examples # Example of a new renderer, similar to renderText # This is something that toolkit authors will do renderTriple <- function(expr, env=parent.frame(), quoted=FALSE) { # Convert expr t...
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library(SoyNAM) ### Name: BLUP ### Title: Best Linear Unbias Predictor ### Aliases: BLUP ENV ### ** Examples Test=BLUP(trait="yield",family=2:3,env=1:2)
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context("Testing firm dynamics") test_that("Firm dynamics with different methods", { list_test <- readRDS(system.file("extdata", "test_dynamics.rds", package = "dfvad")) df <- list_test[[1]] for (i in c("bhc", "gr", "fhk", "bg", "df", "mp")) { dym <- dynamics(df, "tfp", "s...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/associations.R \name{associations} \alias{associations} \title{Downloads associations for input species from SMML Fungus-Host DB} \usage{ associations(x, database = c("FH", "SP", "both"), spec_type = c("plant", "fungus"), clean = TRUE, syn_...
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# # This is a Shiny web application. You can run the application by clicking # the 'Run App' button above. # # Find out more about building applications with Shiny here: # # http://shiny.rstudio.com/ # library(shiny) library(ggplot2) library(dplyr) # Define UI for application ui <- fluidPage( # Application ti...
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\name{fetchFX} \alias{fetchFX} \title{ Download historical FX data } \description{ Download historical FX data from the PACIFIC Exchange Rate Service, run by Werner Antweiler at Sauder School of Business, University of British Columbia. Visit the homepage \url{http://fx.sauder.ubc.ca/} to learn more. } \usage...
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library(ape) testtree <- read.tree("8641_1.txt") unrooted_tr <- unroot(testtree) write.tree(unrooted_tr, file="8641_1_unrooted.txt")
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library(wordcloud2) library(KoNLP) data <- readLines("output/yes24.txt", encoding='UTF-8'); data txt <- extractNoun(data); txt #undata <- gsub("[[:punct:]]","",txt) undata <- unlist(txt) undata2 <- gsub("^[가-힣]","", txt) text <- Filter(function(x){nchar(x) >= 2}, undata2) #text <- Filter(function(x){nchar(x) >= 2|ncha...
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library(phrasemachine) ### Name: coarsen_POS_tags ### Title: Coarsen POS tags ### Aliases: coarsen_POS_tags ### ** Examples pos_tags <- c("VB", "JJ", "NN", "NN") coarsen_POS_tags(pos_tags)
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utility_functions.R \name{splitIntoStatements} \alias{splitIntoStatements} \title{Split SAS code into statements} \usage{ splitIntoStatements(sasCode) } \arguments{ \item{sasCode}{Character string containing SAS code} } \description{ Split SA...
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library(Matrix) ### Name: all-methods ### Title: "Matrix" Methods for Functions all() and any() ### Aliases: all-methods all,Matrix-method any,Matrix-method ### all,ldenseMatrix-method all,lsparseMatrix-method all,lsyMatrix-method ### any,lMatrix-method ### Keywords: methods ### ** Examples M <- Matrix(1:12 +0,...
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#Page no 287 f<-function(v) { (30*(v^4))*(1-v) } i<-integrate(f,lower=0,upper=0.8) ans<-1-i$value round(ans,2)
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#' dimsum__filter_reads #' #' Concatenate reads (with or without reverse complementing second read in pair). #' #' @param input_FASTQ Path to input FASTQ file (required) #' @param input_REPORT Path to input report file (required) #' @param output_FASTQ Path to output FASTQ file (required) #' @param output_REPORT Path ...
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#################################################################### # MAIN FUNCTIONS: # foci_main: the core function for implementing the foci algorithm # foci: Performs feature ordering by conditional independence #################################################################### # foci_main ---------------------...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/toolCodeLabels.R \name{toolCodeLabels} \alias{toolCodeLabels} \title{Tool: CodeLabels} \usage{ toolCodeLabels(get = NULL, add = NULL) } \arguments{ \item{get}{A vector of hash codes which should be replaced} \item{add}{Additional entries tha...
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#++++++++++++++++++++++++++++++++++++++++++++++++++++++ # Before package sealing #++++++++++++++++++++++++++++++++++++++++++++++++++++++ .onLoad <- function(libname, pkgname) { options(keep.source = TRUE) invisible() } #++++++++++++++++++++++++++++++++++++++++++++++++++++++ # After package sealing #+++++++++...
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## Time-saving system, caching the inverse of a matrix ## when we need calculate it several times ## function: makeCacheMatrix ## (uses special operator <<- which stores values in "parent" environment) ## Usage: ## a<-makeCacheMatrix(matrix <default NULL>) >> creates cache matrix a ## This matrix will cache its inver...
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library(sveval) library(VariantAnnotation) library(ggplot2) truth.vcf = readSVvcf('hgsvc-truth-baseline.norm.rmsk.vcf.gz', vcf.object=TRUE) calls.vcf = readSVvcf('hgsvc-vg-HG00514.norm.rmsk.vcf.gz', vcf.object=TRUE) min.cov = .8 truth.reps = ifelse(info(truth.vcf)$RMSKCOV>min.cov, info(truth.vcf)$RMSKCLASS, NA) truth...
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# Make sure your working directory is that of the project, not "example". source('example/config.R') allTables = queryDb("SELECT name tablename FROM sqlite_master WHERE type='table'") getDef = function(table) { t=queryDb(paste0("pragma table_info(", table, ")")) t$type = case_when( t$type == "INTEGER" ~ "int...
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cov.sel.high<-function(T=NULL, Y=NULL, X=NULL,type=c("mmpc","mmhc","rf","lasso"), betahat=TRUE, parallel=FALSE, Simulate=TRUE, N=NULL, Setting=1, rep=1, Models=c("Linear", "Nonlinear", "Binary"),...){ Simulate<<-substitute(Simulate) N<<-substitute(N) Setting<<-substitute(Setting) Rep<<-substitute(rep) Models...
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summary_data <- function(lv, d1, k, k.parent, k.den, lab.y, binwidth, caption.fig, caption.tab) { ############# ## data QA ## ############# # sum of all children nodes' numbers of events (numerator) d1$sum = apply(d1[k:(k+length(lv)-1)], MARGIN = 1, FUN=sum) ## percentage out of parent node ...
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#' Pool Data #' #' This function aggregates iChart RT and Accuracy for each trial, participant, and condition, #' returning this information in a data frame. #' #' @description \code{poolData()} computes the mean accuracy or RT for each each participant and condition. #' @param iChart A data frame in iChart format with...
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## Put comments here that give an overall description of what your ## functions do # This function get a matrix (supposed to be reversible) and return it's reversed ones # The reversed matrix is calculated just one time, so if we call cacheSolve it take # the cached version of the reversed matric if exists, othewise ...
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file = paste('wget -O -', 'https://raw.githubusercontent.com/nhchauvnu/rpkg/master/rpkg.csv') pkg = as.character(read.csv(pipe(file))$pkg) chkpkg = function(pkg) { pkglist = installed.packages()[,1] m = sum(pkglist == pkg) if (m <= 0) return(FALSE) else return(TRUE) } printstat = function(pkg) { if (chkpkg(pkg))...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/JMRprint.R \name{print.JMR} \alias{print.JMR} \title{Prints JMR objects} \usage{ \method{print}{JMR}(x, digits = max(options()$digits - 4, 3)) } \arguments{ \item{x}{A \code{JMR} object} \item{digits}{minimal number of significant digits} } ...
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## Functions to support caching of the inverse of a matrix ## usage: ## > x <- makeCacheMatrix(matrix(rnorm(16), 4, 4)) ## > cacheSolve(x) ## [,1] [,2] [,3] [,4] ## [1,] -0.5217698 0.59491642 -0.3728793 -0.09381126 ## [2,] 1.5125709 -0.58157656 0.4206847 -0.32677740 ## [3,] 0.1860804...
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# -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- ### In this file, the ratio R has been estimated for the wls, Huber and Tukey estimators. #### Final estimates...
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#> x=seq(0,40,0.5); #> y=dchisq(x,13,ncp=8, log=T) #> plot(x,y, type='l') #> data.frame(x,y) # x y 1 0.0 -Inf 2 0.5 -18.0780230497580163 3 1.0 -14.3663511842686908 4 1.5 -12.2396822876410578 5 2.0 -10.7634009342061265 6 2.5 -9.6445091114802803 7 3.0 -8.7524278409...
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source("simulated/paths.R") require(ggplot2) # Presure ---- velezmalaga.pressure <- read.csv(path.velezmalaga.pressure) velezmalaga.pressure.01 <- velezmalaga.pressure[velezmalaga.pressure$entity_id=="weatherobserved-velezmalaga-01",] velezmalaga.pressure.02 <- velezmalaga.pressure[velezmalaga.pressure$entity_id=="we...
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################################################################################ # VISUALIZATION FUNCTIONS # # # # Functions to visualize the data ...
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#------------ # log-linear # Rt and Ct # also include reverse validation #------------ ###################################################### ## data_daily_all: daily case counts/sample counts, incidence-based Rt; ## daily Ct mean, median and skewness (imputed) from "1_merge_data" ## co...
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# Load shiny library library(shiny) # All UI elements must be inside shinyUI() shinyUI( # Set up a page with a left-hand sidebar menu. pageWithSidebar( # The header/title of the page. headerPanel("Dynamic Plotting"), # User inputs go in a sidebar on the left. side...
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get_multiple_LVs <- function(X, Y, penalization, lambda, nonzero, nr_latent=1, stop_criterium = 1 * 10^-5, ...
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fileUrl<-"https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2Fhousehold_power_consumption.zip" download.file(fileUrl,destfile="data.zip") unzip("data.zip",list=TRUE) data<-read.csv2(unz("data.zip","household_power_consumption.txt"), header=TRUE,colClasses=c("character")) options(warn=-1) for(i in 3:9...
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\name{rbinorm} \alias{rbinorm} %- Also NEED an '\alias' for EACH other topic documented here. \title{Bimodal Normal Distribution} \description{Simulates random data from a bimodal Gaussian distribution.} \usage{ rbinorm(n, mean1, mean2, sd1, sd2, prop) } %- maybe also 'usage' for other objects documented here. \argumen...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/contact_countries.R \name{contact_df_countries} \alias{contact_df_countries} \title{Get a data.frame (in long format) of contact data for multiple countries} \usage{ contact_df_countries(countries, ...) } \arguments{ \item{countries}{A charac...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/global_env.R \name{set_gitlab_connection} \alias{set_gitlab_connection} \alias{get_gitlab_connection} \alias{unset_gitlab_connection} \title{Get/set a GitLab connection for all calls} \usage{ set_gitlab_connection(gitlab_con = NULL, ...) get...
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library(geosapi) ### Name: GSOracleNGDataStore ### Title: Geoserver REST API OracleNGDataStore ### Aliases: GSOracleNGDataStore ### Keywords: DataStore OracleNG api geoserver rest ### ** Examples GSOracleNGDataStore$new(dataStore="ds", description = "des", enabled = TRUE)
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\name{drawbipl.catPCA} \alias{drawbipl.catPCA} \title{ DRAW CATEGORICAL PCA BIPLOTS } \description{ See Understanding Biplots. }
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/benchmarks.R \name{multiplicativeSeasonalityDecomposition} \alias{multiplicativeSeasonalityDecomposition} \title{multiplicativeSeasonalityDecomposition} \usage{ multiplicativeSeasonalityDecomposition(input, fh) } \arguments{ \item{input}{\ite...
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source("K_calcs_Johnson_OS.R") # Chemical enhancement calculations based on Hoover and Berkshire (1969) equation ############################################# #Calculating chemical enhancement to kw ############################################### # get mass boundarly layer dpeth from windspeed for given compound ...
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## Imports ---- library(rstan) library(tidyverse) library(matrixStats) source('./code/helpers/99_helper_functions.R') ## Define the level of significance ---- sig_limit <- .8 ## Mapping data ---- fips_idx_map <- readRDS('./data_working/fips_to_dummy_mappings.RDS') ## Get model fits ---- ## Note: I named model 1 mode...
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# =============================================================================# # NOSOCOMIAL TRANSMISSION # Run file for STAN code # =============================================================================# library(rstan) setwd("/Users/tm-pham/PhD/covid-19/nosocomialtransmission/stochasticepidemicmodel/stan") sim...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ReadDB.R \name{readDB} \alias{readDB} \title{readDB} \usage{ readDB(objectInfo, date, type, uf) } \arguments{ \item{objectInfo}{(InfoDB) - Object with informations for connections} \item{date}{(character) - amount of previous days (Y-m-d)} ...
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# declarations ------------------------------------------------------------ library(posterior, quietly = TRUE) # the inla objects used m04m07ctr <- readRDS(test_path("testdata", "fits", "m04m07ctr.rds")) # tests ------------------------------------------------------------------- test_that("verify the inla model ob...
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# Setup 'switchr' infrastructure ------------------------------------------ switchr::switchTo("autonomics") # Install/update gitted infrastructure ------------------------------------ # Deal with prerequisites packages_prerequisite <- c( 'magrittr', 'stringi') packages_to_install <- setdiff( packages_prerequ...
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########################################################################### # # Author : Ram Krishnan # Purpose: Week 8 # "Class Social Network Data (structure and Cleaning)" # uses LINKS-421-719Networks.csv # Nodes-421-719Network.csv #########################################################################...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/in_mem_asset.R \name{a_in_mem_asset} \alias{a_in_mem_asset} \title{a_in_mem_asset()} \usage{ a_in_mem_asset(.data, src, .parts = NULL, ...) } \arguments{ \item{.data}{a string containing file content or a list of such strings.} \item{src}{a ...
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######################################################################### ## Author: René van Dijk ## Creation: 10-10-2019 ## Purpose: calculates the expected building based on predicted Longitude & latitude: ## 1) Add predicted Longitude and Latitude to testing set ## 2) Calculate errors co...
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context("getLocations") test_that("canGetLocations", { WPT <- server() locs <- getLocations(WPT) expect_s3_class(locs, "locations") }) test_that("errorOnInvalidRequestIdGetLocations", { WPT <- server() expect_error(getLocations(WPT, 1), "requestId is not a string or null") }) test_that("canGetErrorFromGe...
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# In the example below, the MTD is defined as the dose with the toxicity rate # with minimal distance to the target of 30%. next_best_min_dist <- NextBestMinDist(target = 0.3)
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data <- dplyr::tibble( listening = c(-20), handedness = "left", stringsAsFactors = FALSE ) df <- predict_dominance(data) expect_equal( df$probability, c(0.476309298919027, 0.523690701080972, 0) )
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# ----------------------------------------------------------------- # Instalación de paquetes necesarios para el curso # ----------------------------------------------------------------- # Función para verificar si un paquete está instalado o no is.installed <- function(paquete) is.element( paquete, installed....
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#### prep #### setwd("~/mhwii/misc") library(tabulizer) library(dplyr) library(tidyr) library(magrittr) library(stringr) #### notes #### # not including state totals, because that is at a different level of analysis than zip # the different matrices on different pages get read in differently, so I had to change the co...
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#probhat: Multivariate Generalized Kernel Smoothing and Related Statistical Methods #Copyright (C), Abby Spurdle, 2019 to 2021 #This program is distributed without any warranty. #This program is free software. #You can modify it and/or redistribute it, under the terms of: #The GNU General Public License, versi...
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source("read_data.r") power_data<-read_data() png("plot3.png",height = 480,width = 480,units = "px") plot(power_data$Time, power_data$Sub_metering_1, type = "l", xlab = "", ylab = "Energy sub metering") lines(power_data$Time,power_data$Sub_metering_2,col="red") lines(power_data$Time,power_data$Sub_metering_3,col="blue...
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url <- "https://www.dropbox.com/s/xzulxmnzm3mf6bm/SHR.zip?dl=1" filename <- "data-raw/fbi/fbi_sup.zip" utils::download.file(url, filename) unzip(filename, exdir = "data-raw/fbi/fbi_sup") url <- "https://www.dropbox.com/s/mdonovdamlppf80/ReturnA.zip?dl=1" filename <- "data-raw/fbi/fbi_all.zip" utils::download.file(ur...
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init.R
my_init <- function(){ library(raster) library(rgdal) library(sp) library(sf) library(data.table) } my_init()
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plotGroupMixingPairs.R
###################################################### ###################################################### # Here the inferred mean coalescent and migration # rate ratios are plotted ###################################################### ###################################################### library(ggplot2) # clea...
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KNN.R
library(ISLR) purchase<- Caravan[,86] standardized.Caravan <- scale(Caravan[,-86]) test.index<- 1:1000 test.data<- standardized.Caravan[test.index,] test.purchase<- purchase[test.index] train.data <- standardized.Caravan[-test.index,] train.purchase<-purchase[-test.index] #KNN model library(class) set.s...