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library(tidyverse) rm(list = ls()) # SETANDO A HOME COMO WORK DIR setwd("~/Mestrado/TrabalhoMC2"); data <- read.table("data/data_t3-t4.txt", header = TRUE); configs <- unique(as.character(data$config)); instances <- unique(as.character(data$inst)); # qualidade dos dados ic <- matrix(nrow=length(instances), ncol=length...
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required.packages <- c("reshape2","ggplot2","data.table","jsonlite","RCurl","XML","xml2","RStata","stringr","foreign") lapply(required.packages, require, character.only=T) wd <- "G:/My Drive/Work/GitHub/MPI/" setwd(wd) basename.url=function(path){ path_sep=strsplit(path,split="/")[[1]] path_len=length(path_sep) ...
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####mctd NC template#### # obj <- read.odf('C:/Users/ChisholmE/Documents/sample files/mctd/MCTD_HUD2015006_1897_11688_1800.ODF', header = 'list') # metadata <- ('C:/Users/ChisholmE/Documents/sample files/metadata/MCTD_SAMPLE_METADATA.csv') source('asP01.R') #' Moored CTD netCDF template #' #' @param obj an odf obje...
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sidebarUni <- sidebarPanel( #fixed responsive img #added class img img(src="menfishing21.png", class = "img-responsive", align = 'middle'), hr(), bsCollapse(id = "collapseSidebar" , open = "Upload Data", multiple = FALSE, bsCollapsePanel("Upload Data", style = "primary", radi...
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fetuslevel <- read_rds(paste0(folder_temp_data, "script6_baby_level_record_infection.rds")) #quick fixes to names to let the cohort run with extra data. #needs changes in 6aa to retain names without "_value_", or a decision to change names below in the long run fetuslevel <-fetuslevel %>% rename(tests_mother_has_h...
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# Models which terms belong to which topic, based on a passed number of topics topicModel.terms <- function(data, k){ require("topicmodels") lda = LDA(x = data, k = k, method = "VEM") return(terms(lda, 10)) # which documents belong to which topic }
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library(tidyverse) # Also use glue and datapasta. # Code-along -------------------------------------------------------------- # Paste from Google Sheets into Excel/Calc using datapaste package. events <- tibble::tribble( ~Date, ~Topic, ~Level, ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/auth_request.R \name{auth_put} \alias{auth_put} \title{PUT a resource with authenticated credentials.} \usage{ auth_put(url, encode = "multipart", body = NULL, node) } \arguments{ \item{url}{The URL to be accessed via authenticated PUT} \ite...
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##' Print a requireGitHub declaration. ##' @param ... unquoted package names. ##' @return An invisible character vector of repository/package ##' version codes. ##' @author Toby Dylan Hocking ##' @export ##' @examples ##' if(FALSE){ ##' requireGitHub_code(requireGitHub) ##' } requireGitHub_code <- function(...){ pkgs...
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#for debug rm(list=ls()) setwd("/data/yosef/users/allonwag//YosefCode//packages//RNASeq//summary//RCODE") source("loadProcessedRNASeq_NG.R") collect_dir="~/archive/users/allonwag/temp/big_pipe_out/collect" collectedRNASeqStudy = loadProcessedRNASeq_NG(collect_dir=collect_dir, ...
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library("ggplot2"); #d <- read.table(TABLE_P, header=T); #d <- read.table("fbc_hamming_wpd_wmeta.txt", header=T); d <- read.table("fbc_hamming_wpd_wmeta.withbestworstlikl.withabslikl.txt", header=T); #d <- d[d$cov == 10,] #p <- ggplot(d, aes(recovery, rank_w, colour=factor(in_hname))) + facet_grid(readsize~cov) + sc...
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## Get features names feature <- read.table("./UCI HAR Dataset/features.txt") colnames(feature) <- c("No", "Names") ## Extracts mean and std related features index <- grep("mean|std", feature$Names) ## Get test and train data with desired features testAll <- read.table("./UCI HAR Dataset/test/X_test.txt") test <- tes...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Helper_functions.R \name{print_class_id} \alias{print_class_id} \title{Print the class and ID} \usage{ print_class_id(obj, is_valid) } \arguments{ \item{obj}{The object for which to print the class and id} \item{is_valid}{is the object valid...
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rm(list=ls()) T_ <- 10 j <- seq(1, T_) sigma_P <- 0.1 sigma_P <- sqrt(1/(1 - mean(sin(2*pi*j/T_)^2))) N <- 1000 X_t <- rnorm(N, mean=0, sd=1) X_t <- c(X_t, rnorm(N, mean=sin(2*pi*seq(1, N)/T_), sd=1/sigma_P)) plot(X_t) EX <- c(rep(0, N), sin(2*pi*seq(1, N)/T_)) lines(EX) mean(X_t[(N+1):(2*N)]^2) mean(X_t[1:N]^2)
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# ----------------------------------------------------------- # Statistical Computing Experiments # ----------------------------------------------------------- # EM Algorithm for Poisson Mixture Distribution # Author: Zilong Liang # Date: 2018-04-04 # ----------------------------------------------------------- # -----...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/christmas_stats_public-data.R \docType{data} \name{christmas_stats_participants} \alias{christmas_stats_participants} \title{Cleaned, participant-level data} \description{ Participant-level data for the Christmas statistical cognition experim...
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## read the complete file and read each column as character type fulldata<-read.csv("household_power_consumption.txt", sep=";", colClasses=c(rep("character",9))) ## filter only the first 2 days in Feb 2007, and output the first three columns, ## comprising the date, time and Global Active Power tmpdata <- subset(full...
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#replicate # ?replicate replicate(n, expr, simplify = "array") replicate(4, rnorm(5)) my.fun = function() { for (i in 1:1000) { ... for (j in 1:20) { ... } } return(output) } rep(1:4,len=20) replicate(1:4,len=20)
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/arguments.R \name{gwc_parse_args} \alias{gwc_parse_args} \title{Wrap optparse's parse_args() to add support for mandatory arguments} \usage{ gwc_parse_args(option_list, mandatory = c()) } \arguments{ \item{option_list}{List of OptionParserOpt...
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# By Gaurav Yadav # reading file and storing that in matrix form train = as.matrix(read.table("Iris_data_norm_train.txt",sep=",")) test <- as.matrix(read.table("iris_data_norm_test.txt",sep=",")) H<- function(x){ if(x > 0){ r <- 1 } else{ r <- -1 } return (r) } # initial random weight are runif(len,in...
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library(tidyverse) library(ggplot2) # Dividing the data up by visit month baseline <- amyloid %>% filter(month == 0) # Test score Progression at baseline, by different demographic traits # Sex baseline %>% gather("test_number", "score", c(t1sum, t2sum, t3sum, t4sum, t5sum, t6sum, t7sum)) %>% ggplot(aes(x = test_num...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/FitGP_MLE.R \name{FitGP_MLE} \alias{FitGP_MLE} \title{FitGP_MLE} \usage{ Value <- FitGP_MLE(X, p, N= 0, r11= 1, fixedpar= NULL, l0= NULL, metadata= NULL) } \arguments{ \item{X}{data sample (double(n))} \item{p}{probabilities of exceedance of...
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args <- commandArgs(trailingOnly = T) message(args) # specify input parameters CDLYear <- args[2] # year of NASS Cropland Data Layer tier <- unlist(stringr::str_split(args[3], pattern=":")) # which hierarchy of mosaic states to process message(tier) #outdir <- 'D:/MergeLANDFIRECDL_Rasters/2017MergeCDL_LANDFIRE/' #fi...
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rankall.R
rankall <- function(outcome, num = "best") { ## Read outcome data outcome1 <- read.csv("rprog_data_ProgAssignment3-data/outcome-of-care-measures.csv", colClasses = "character") ## Check that the outcomes are valid unique_outcomes <- c("heart attack", "heart failure", "pneumonia") if(!outcome %in% un...
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setGeneric("calculatePosteriors", function(object,...) standardGeneric("calculatePosteriors")) #' Calculate Posterior Probabilities for Infered Parameters #' #' Uses numeric methods to estimate posteriors for the infered parameters \code{alpha} (synthesis rate) and \code{beta} (degredation rate). #' Currently uses a f...
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c5.R
require(data.table) require(ISLR) ## Question 05 ---- dt <- data.table(Default) glm.fit <- glm(default ~ income+balance, data = dt, family = binomial) # (b) dt <- sample(dt) train <- dt[1:6667] test <- dt[6668:10000] glm.fit <- glm(default ~ income+balance, data = train, fam...
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create_equal_alignment.R
#' function create an alignment with identical information content #' @param input_tree phylogeny for which to generate alignment #' @param sub_rate substitution rate used in the original phylogeny #' @param alignment_result result of sim_normal, sim_linked or sim_unlinked #' @param sim_function function that accepts a...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Bernoulli.R \name{suff_stat.Bernoulli} \alias{suff_stat.Bernoulli} \title{Compute the sufficient statistics for a Bernoulli distribution from data} \usage{ \method{suff_stat}{Bernoulli}(d, x, ...) } \arguments{ \item{d}{A \code{Bernoulli} obj...
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#Plotting #THIS NEEDS TO BE CLEANED UP #' Get Groups #' #' Returns the territories descended from each seed. Includes detailed ancestory data. Ony works when Uproot and Death are FALSE. #' @param P A list of parameters. #' @param Data The Pre or Post output from an HBC simulation. #' @keywords Plotting #' @export #...
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app.R
#Starts shiny application shinyApp(ui = ui, server = server)
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resample.CoxBoost<- function(time,status,x,rep=100,maxstepno=200,multicore=TRUE, mix.list=c(0.001, 0.01, 0.05, 0.1, 0.25, 0.35, 0.5, 0.7, 0.9, 0.99), stratum,stratnotinfocus=0, penalty=sum(status)*(1/0.02-1),criterion="hscore",unpen.index=NULL) { re...
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### not to be run on server ### # set working directory setwd("C:/Users/Mervett_Isbeih/sat_study") getwd() #setting up folders FOLDER_SAT_RESULTS <<-file.path("C:/Users/Mervett_Isbeih/sat_study/sat_results") FOLDER_SAT_DATA_CLEAN <<-file.path("C:/Users/Mervett_Isbeih/sat_study/sat_data_clean") #idenfifying packa...
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06_variables.R
#####Affiliance #Annika Ertel #Universität Leipzig/ Institut für Geographie #Matrikelnummer: 3710313 #SKRIPT 6: Preparation of other variables ####Setting up#### setwd("~/data/MAS-group-share/04_personal/Annika/CropDiversity_NutritionalStability_new") rm(list=ls()) library(tidyverse) library(readxl) library(count...
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xts.processing.R
# calculate warming series from xts yearly.hval = function(ts,col) { processed = ts[,col] minimum = min(ts[,col]) highest = minimum for(i in 1:nrow(ts)){ if(.indexyday(ts[i,col]) == 0) { highest = minimum } if(as.numeric(ts[i,col]) > as.numeric(highest)){ highest = ts[i,col] } p...
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HKCSS - service utilization 191207.r
### Notes # dementia, non-dementia # male, female # met/unmet needs # generations ### HKCSS data on Unmet Need of Caregivers ### library(xlsx); library(outreg); library(plyr); library(psych); library(stargazer); library(interplot); library(Hmisc); # library(VIM) # visualization of missing data # aggr(d,prop=F,...
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LOLA_mmarge_4_30_19.R
#author: Annie Vogel Ciernia #a.ciernia@gmail.com #10/9/2018 ############################################################################################################## library(dplyr) library(tidyr) library(cowplot) library(gplots) #if (!requireNamespace("BiocManager", quietly = TRUE)) # install.packages("BiocMana...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/methods.R, R/methods_row.R \docType{methods} \name{colCumprods} \alias{colCumprods} \alias{colCumprods,dgCMatrix-method} \alias{rowCumprods} \alias{rowCumprods,dgCMatrix-method} \title{Cumulative sums, products, minima and maxima for each row...
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total <- ((pi * 0.04^2 * 0.07) + (0.25 * 0.08 * 0.07) - 3 * (pi * 0.015^2 * 0.07)) * 8050 total <- ((pi * 0.04^2 * 0.07) + (0.25 * 0.08 * 0.07)) * 8050 total <- ((pi * 0.04^2 * 0.07) + (0.25 * 0.08 * 0.07) - 3 * (pi * 0.02779327^2 * 0.07)) * 8050
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#makeCacheMatrix: This function creates a special "matrix" object that caches its inverse. #cacheSolve: This function computes the inverse of the special "matrix" returned by makeCacheMatrix. makeCacheMatrix <- function(x = matrix()) { m<-NULL # Set the value of the vector set<-function(y){ x<<-y m<<-NUL...
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#' #' signal information #' #' @param workspace_no, startT,lastT,direction, order, kind #' @return km of the signal devtools::use_package("stringr") #' @importFrom stringr str_c #' @importFrom stringr str_detect #' @importFrom compiler cmpfun #' @export signal=function(workspace_no,startT,lastT,direction,order,kind){ ...
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read.vcf <- function(file, max.snps, get.info = FALSE, convert.chr = TRUE, verbose = getOption("gaston.verbose",TRUE)) { xx <- NULL; filename <- path.expand(file) if(missing(max.snps)) max.snps = -1L; L <- .Call("gg_read_vcf2", PACKAGE = "gaston", filename, max.snps, get.info) snp <- data.frame(chr = L$chr...
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centrality.R
#' Calculate node and edge centrality #' #' The centrality of a node measures the importance of node in the network. As #' the concept of importance is ill-defined and dependent on the network and #' the questions under consideration, many centrality measures exist. #' `tidygraph` provides a consistent set of wrappers ...
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install.packages("weathermetrics", repos = 'http://cran.us.r-project.org') install.packages("knitr", repos='http://cran.us.r-project.org') install.packages("markdown", repos='http://cran.us.r-project.org') install.packages("ggplot2", repos='http://cran.us.r-project.org') install.packages("plyr", repos='http://cran.us.r...
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test_that("wfs_api() works correctly", { expect_error(wfs_api(base.url = NULL)) expect_error(wfs_api(base.url = "gopher://gopher.quux.org")) suppressMessages(expect_message(wfs_api(base.url = "https://httpstat.us/404", queries = "search"))) suppressMessages(expect_message(wfs_api(base.url = "https://httpstat.us...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/mturk_operations.R \name{mturk_list_workers_with_qualification_type} \alias{mturk_list_workers_with_qualification_type} \title{The ListWorkersWithQualificationType operation returns all of the Workers that have been associated with a given Qu...
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library(rjags) library(xtable) #############modelm - using point mass mixture prior for signals############### modelm <- " model{ # likelihood for (i in 1:length(y)){ y[i] ~ dnegbin((1/omega[gene[i]])/(lambda[i] + 1/omega[gene[i]]), 1/omega[gene[i]]) log(lambda[i]) <- alpha[gene[i]] + (-1)^line[i]*tau[gene[i]] + beta[...
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getwd() #y~x|A*B means display relationship between numeric variables x&y separately for every combination of factors A,B library(lattice) attach(mtcars) # create factors with value labels str(mtcars) head(mtcars,3) gearf=factor(gear,levels=c(3,4,5),labels=c("3gears","4gears","5gears")) table(gearf) summary(cy...
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original_data <-iris set.seed(104) ####### Set initial parameters portion <-0.2 # percent of missing values to occupy the data. 0.02 = 2 % training_size <-0.7 # percent of data for training data_length <-nrow(original_data) missing_data <-original_data id <-portion*data_length missing_data[1:id,'Petal.Length'] <-NA ...
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#' @title violations and punishments data #' @description Primary data set of researcher-coded punishment types, SCCS socioecological predictor variables, and phylogenetic tree. #' @format A data frame with 131 rows and 14 variables: #' \describe{ #' \item{\code{SCCS_NAME}}{character SCCS culture name associated with...
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# EU H2020 PASSION # Planning tool # Jose Alberto Hernandez # May 2021 # Inputs: # Network topology and traffic (nodesLabeling and crossmatrix) # Passion OSNR characterisation for lightpaths # Passion cost values # Output: # Lightpaths, both primary and secondary, and their allocation in the fibre/wavelengths (Fi...
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constructTxreviseRowData <- function(phenotype_ids, transcript_meta){ #Split phenotype ids into components event_metadata = dplyr::data_frame(phenotype_id = phenotype_ids) %>% tidyr::separate(phenotype_id, c("gene_id", "txrevise_grp", "txrevise_pos", "transcript_id"), sep = "\\.", remove = FALSE) %>% dplyr...
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SMT.circuitos <- data.frame( name = c("B15", "A15", "A13", "A12", "A14", "A16", "16", "15", "13", "12", "14", "A17", "17", "7A", "6", "5", "11", "18", "10", "B18", "7", "2", "1", "8", "2A", "1A", "A18", "A10", "8A", "3", "4", "9A", "19", "9", "20", "21", "22"), code = c("B15", "A15", "A13", "A12", "A14", "A16", "1...
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#Load libraries library("tidyverse") library("googlesheets") student_data <- gs_read(ss = gs_title("T_32")) glimpse(student_data) #function to convert date #take in x which is a 4 digit number convertdate { #convert x to a character #first charater is either 0 or 1 #0 = 19 #1 = 20 #Second two characte...
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library('ggplot2') junkmultse.original = data.frame(read.csv(file='../output/junkmultse-original.csv', header=T)) junkmultse.original = junkmultse.original[1:20,] junkmultse.original[,'h'] = c(1:20) junkmultse = data.frame(read.csv(file='../output/junkmultse-newsy.csv', header=T)) junkmultse = junkmultse[1:20,] junkmu...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/fixest_multi.R \name{print.fixest_multi} \alias{print.fixest_multi} \title{Print method for fixest_multi objects} \usage{ \method{print}{fixest_multi}(x, ...) } \arguments{ \item{x}{A \code{fixest_multi} object, obtained from a \code{fixest} ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/0-util-functions.R \name{tree_idx} \alias{tree_idx} \title{return path index} \usage{ tree_idx(path, tree) } \arguments{ \item{path}{a path from root in the tree} \item{tree}{a symmetric tree given as a list of levels This function return ...
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author <- c("*") pkgs <- c("tidyverse", "mrgsolve", "knitr", "rmarkdown", "data.table", "caTools", "bitops", "formatR", "git2r") pkgRoot <- "/data/page-packages" pkgDir <- file.path(pkgRoot, "src", "contrib") pkgDir <- normalizePath(pkgDir) libDir <- "/data/page-Rlibs" if(!dir.exists(pkgDir)) dir.create(...
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source(paste(getwd(),'global.R',sep="/")) header <- dashboardHeader( title = "DEGenR" #titleWidth = 250 ) header$children[[3]]$children[[3]] <- div(tags$img(src='', align="right", height='50px')) sidebar <- dashboardSidebar( width =250, sidebarMenu(id = "sidebarmenu", menuItem("DEGenR Introd...
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context("Confidence intervals") set.seed(259) formulas <- MeanFormulas(X = mu, Y = nu) formulaIndexes <- list( EX = 'X', EXandY = c('X', 'Y')) normFactors <- list( EX = c(1), EXandY = c(1, .1) ) nTime <- 1 nReplicates <- 4 conditions <- data.frame(condition = rep(names(formulaIndexes), each = nTime), ...
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library(tangram) ### Name: table_builder ### Title: Table Construction Toolset ### Aliases: table_builder col_header row_header write_cell home cursor_up ### cursor_down cursor_left cursor_right cursor_pos carriage_return ### line_feed new_line new_row new_col table_builder_apply add_col ### add_row ### ** Exa...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/estimators.R \name{locfitGrowthEstimate} \alias{locfitGrowthEstimate} \title{Generate a smoothed estimate of the absolute growth rate of cases using a poisson model.} \usage{ locfitGrowthEstimate( simpleTimeseries, degree = 2, window = ...
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setOldClass(c("confusionMatrix","train")) #' \code{MLSeq} object #' #' For classification, this is the main class for the \code{MLSeq} package. #' #' Objects can be created by calls of the form \code{new("MLSeq", ...)}. This type #' of objects is created as a result of \code{classify} function of \code{MLSeq} package....
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# ggplot2 theme to use later theme_chris <- function (base_size = 12, base_family = "serif", ticks = TRUE) { ret <- theme_bw(base_family = base_family, base_size = base_size) + theme(legend.background = element_blank(), legend.key = element_blank(), panel.border = element_blank(), strip.b...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/backup_operations.R \name{backup_create_backup_vault} \alias{backup_create_backup_vault} \title{Creates a logical container where backups are stored} \usage{ backup_create_backup_vault( BackupVaultName, BackupVaultTags = NULL, Encryptio...
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#讀取檔案(路徑要改成自己的) data <- read.csv('~/Downloads/data.csv') #抓取106和106年度的資料 year106<-data[年度=='106',] year107<-data[年度=='107',] #抓取總人數的資料 year106_people <- year106[,c(4)] year107_people <- year107[,c(4)] #將總人數轉換為matrix(向量) matrix106<-matrix(year106_people) matrix107<-matrix(year107_people) #合併兩年的matrix merge_matrix<-c...
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\name{plot.ssgraph} \alias{plot.ssgraph} \title{ Plot function for \code{S3} class \code{"ssgraph"} } \description{ Visualizes structure of the selected graphs which could be a graph with links for which their estimated posterior probabilities are greater than 0.5 or graph with the highest posterior probability. } \...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/feedback.R \name{piat.feedback.no_score} \alias{piat.feedback.no_score} \title{PIAT feedback (no score)} \usage{ piat.feedback.no_score(dict = piat::piat_dict) } \arguments{ \item{dict}{The psychTestR dictionary used for internationalisation....
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\name{Fragman-package} \alias{Fragman} \docType{package} \author{ Giovanny Covarrubias-Pazaran, Luis Diaz-Garcia, Brandon Schlautman, Walter Salazar, Juan Zalapa. } \title{Fragment analysis and automatic scoring} \description{Fragman is a package designed for Fragment analysis and automatic scoring of biparental popula...
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# Generated by using Rcpp::compileAttributes() -> do not edit by hand # Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 cpp_calc_critical <- function(r, lower, upper, error_spend, information, theta, side) { .Call('_gscounts_cpp_calc_critical', PACKAGE = 'gscounts', r, lower, upper, error_spend, information,...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/crete-net-animate.R \name{create_net_animate} \alias{create_net_animate} \title{Construct plots to be animated.} \usage{ create_net_animate(dat) } \arguments{ \item{dat}{\code{data.frame} The output of a call to \code{\link{tween_microsteps}}...
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#' FSF query function #' #' This function constructs a fsf API request: #' @param api.cat is one of FSF's 7 API categories #' @param api is one of FSF's 18 APIs #' @param arg is a query argument #' @keywords fsf.query #' @export fsf.query <- function(api.cat, api, arg) { # Create path: path <- paste(pkg.env$a...
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# eco example 1 x=1:10 z=eco(x,3) #x_1=(0,1,2,3...) #x_2=(0,0,1,2,...) #x_3=(0,0,0,1,2...) #z=x_1+x_2+x_3 z
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#### # This code is to analyse the 2018 field data from destructive harvests # written by Miro #### remove(list=ls()) # load packages and functions ---- delete.na <- function(DF, n=0) { DF[rowSums(is.na(DF)) <= n,]} # read data, check data ---- setwd('C:/Users/midemol/Dropbox/Doctoraat/fun_in_R/destr_va...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/metro-tiles.R \name{metroTilesGrid} \alias{metroTilesGrid} \title{Create a Metro 4 Tiles Grid} \usage{ metroTilesGrid(..., group = FALSE, title = NULL, size = 2) } \arguments{ \item{...}{Insert metroTile inside.} \item{group}{Whether tiles a...
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data1 <- read.csv("E:/Projects/R_Programming/Data/Divvy_Stations_Trips_2014_Q1Q2/Divvy_Trips_2014_Q1Q2.csv") data2 <- read.csv("E:/Projects/R_Programming/Data/Divvy_Stations_Trips_2014_Q3Q4/Divvy_Trips_2014-Q3-07.csv") data3 <- read.csv("E:/Projects/R_Programming/Data/Divvy_Stations_Trips_2014_Q3Q4/Divvy_Trips_2014-Q3-...
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library(here) library(bayeslmm) result <- lmm(rt ~ day + (1|subject), data = sleepstudy_df) saveRDS(result, file=here('tmp/model_0.rds'))
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#read data from a file with the dates 2007-02-01 and 2007-02-02 library(sqldf) fileName <- "household_power_consumption.txt" df <- read.csv.sql(fileName, sql='select * from file where Date="1/2/2007" OR Date="2/2/2007"',sep=";",header=T) closeAllConnections() #create new column out of Date and Time columns df$DateTime ...
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library(tidyverse) #### Hypothesis testing #### # Our null hypothesis is: minor allele frequencies are the same everywhere on chromosome 6 # Our alternative hypothesis: some places have higher minor allele frequencies than expected (balancing selection) # Load data and calculate maf d = read_delim(file="1000g.alle...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plots.R \name{methyvolc} \alias{methyvolc} \title{Volcano plot for methytmle objects} \usage{ methyvolc(x, param_bound = 2, pval_bound = 0.2) } \arguments{ \item{x}{Object of class \code{methytmle} as produced by an appropriate call to \code{...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/make.ISOyear.R \name{make.ISOyear} \alias{make.ISOyear} \title{speedily converting years to POSIXct values} \usage{ make.ISOyear(years) } \arguments{ \item{years}{ignored.} } \value{ The \code{\link[=ISOyear]{ISOyear()}} function. } \descript...
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context("Expectation") dice <- rv(1:6) coin <- rv(c(-1, 1)) test_that("expectation correct for known cases", { expect_equal(E(dice), 3.5) expect_equal(E(coin), 0) }) test_that("expectation is additive", { expect_equal(E(dice + coin), E(dice) + E(coin)) expect_equal(E(dice + dice), 2 * E(dice)) expect_equa...
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prev <- function (x) { if (is.array(x) == FALSE) stop("Data must be a stacked array of square matrices.") if (is.na(dim(x)[3]) == TRUE) { s0 <- data.frame(matrix(ncol = 1L, nrow = 1L)) if (isTRUE(all.equal(replace(x %*% x, x %*% x >= 1L, 1L), x) == TRUE)) ...
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#Chapter 5 Exercise 5 #setup library(geoR) ydata <- c(10, 10, 12, 11, 9) n = 5 y_bar = 10.4 s_square = 1.3 #(c) How do the incorrect and correct posterior # distributions differ? #(1)Consider incorrect posterior #draw sigma_square from inverse chi square(n-1, s^2) sample_sigma_square <- rinvchisq(1000, n-1, s_square)...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Perform_functions.R \name{PerformPeakAnnotation} \alias{PerformPeakAnnotation} \title{Perform peak annotation} \usage{ PerformPeakAnnotation(mSet, annotaParam, ncore = 1, running.controller = NULL) } \arguments{ \item{mSet}{mSet object, usual...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/BSDA-package.R \docType{data} \name{Rehab} \alias{Rehab} \title{Rehabilitative potential of 20 prison inmates as judged by two psychiatrists} \format{ A data frame/tibble with 20 observations on four variables \describe{ \item{inmate}{inmate...
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test_web_scraping.R
library(rvest) library(RCurl) library(plyr) library(tidyr) library(ggplot2) library(httr) library(dplyr) ##create a list of URLs to retrieve ##create the list of years of interest year_list <- as.list(c(2006:2016)) url_df <- function(year){ url <- paste("https://en.wikipedia.org/wiki/Deaths_in_", month.name, "_", y...
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filter.date<-function(data,year,month, day.beg,day.end=day.beg) { if(!is.data.frame(data) || !is.numeric(c(year,month,day.beg,day.end)) || year<1984 || (month<1) || (month>12) || (any(c(day.beg,day.end)<1)) || any(c(day.beg,day.end)>31)) stop("invalid input parameter(s) specification") day<-day....
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Problem2.33.Rd
\name{Problem2.33} \alias{Problem2.33} \docType{data} \title{Exercise 2.33} \usage{data("Problem2.33")} \format{A data frame with 20 observations on the following variable(s).\describe{ \item{\code{Uniformity}}{a numeric vector} }} \references{Montgomery, D.C.(2017, 10th ed.) \emph{Design and Analysis of Experiments}, ...
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rinput.R
library(ape) testtree <- read.tree("10304_2.txt") unrooted_tr <- unroot(testtree) write.tree(unrooted_tr, file="10304_2_unrooted.txt")
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filterGeneExpSamples.R
# Filter outlier samples by removing outlier samples. filterGeneExpSamples <- function(exprt_design_merged, read_counts_merged, drug_names, dist_cutoffs, subset_field_name=NULL, dist_cutoff_outlier=0.01, dist_cutoff_group=0.015, min_samples=3, filter_outlier=TRUE, keep_under_samples=FALSE, plot_orig_clust=FALSE, plot_...
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# Construct metadata table from data list metadata_for_app <- function(data_main) { df_meta <- c() for (i in 1:length(data_main)) { df_meta <- rbind(df_meta, data_main[[i]]$metadata) } df_meta$prec_mean <- sapply(data_main, function(x) x$prec_mean) df_meta$runoff_mean <- sapply(d...
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test_binary_single.R
context("binary_single") library(testthat) library(hmi) library(mice) set.seed(123) y_imp <- sample(c(0, 1, NA), size = 150, replace = TRUE) y_imp2 <- sample(c("A", "B", NA), size = 150, replace = TRUE) X_imp <- cbind(1, iris[, 1:4]) #test_check("hmi") test_that("binary_single returns plausible values", { ...
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binomialLogLkhd.Rd
\name{binomialLogLkhd} \alias{binomialLogLkhd} \title{Compute Binomial Likelihoods} \description{Compute binomial likelihood ratio test statistic for Kulldorff method} \usage{binomialLogLkhd(cz, nz, N, C)} \arguments{ \item{cz}{count inside zone} \item{nz}{expected count inside zone} \item{N}{total expected count...
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ConfigApplyMatchingEntries <- function(configuration, var, exp = NULL, obs = NULL, show_entries = FALSE, show_result = TRUE) { ## Function to tell if a regexpr() match is a complete match to a specified name isFullMatch <- function(x, name) { ifelse(x > 0 && attributes(x)$match.length == nchar(name), TRUE, FALS...
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setwd("~/Dropbox/enseignement/M1/supports/Rscripts") rm(list=ls()) load("insurance.rda") require(rpart) require(rpart.plot) require(caret) require(doParallel) require(xgboost) # lecture du jeu de données summary(insurance) set.seed(11) train = sample(1:nrow(insurance), round(0.75*nrow(insurance))) insurance.tr = insur...
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data <- read.csv("/home/deeksha/github/msan622/project-dataset/COmpleteweatherdata.csv") head(data) colnames(data) <- c("Date", "Temperature", "Dew Point Temperature","Precipitation","Humidity","Wind Speed","Percent Cloud Cover", "City") latlongdata <- read.csv("/home/deeksha/Desktop/airports/airports_fsx_icao_lat_lon...
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#' Cutoff Sensitivity Simulation for Regression Discontinuity #' #' \code{rd_sens_cutoff} refits the supplied model with varying cutoff(s). #' All other aspects of the model, such as the automatically calculated bandwidth, are held constant. #' #' @param object An object returned by \code{rd_est} or \code{rd_impute}....
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# Automatically generated by openapi-generator (https://openapi-generator.tech) # Please update as you see appropriate context("Test TradingApi") api.instance <- TradingApi$new() test_that("PrivateBuyGet", { # tests for PrivateBuyGet # base path: https://www.deribit.com/api/v2 # Places a buy order for an instr...
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#' @param file Something that identifies the file(s) of interest on your Google #' Drive. Can be a character vector of names/paths, a character vector of file #' ids or URLs marked with [as_id()], or a [`dribble`].