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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/sampleClustering.R \name{clusterSummary} \alias{clusterSummary} \title{Clusters summaries computation} \usage{ clusterSummary( data.sample, label, features.to.keep = colnames(data.sample$features[["preprocessed"]]$x), summary.function...
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## generate some images owd = setwd(tempdir()) oopt = ani.options(interval = 0.05, nmax = 20) png('bm%03d.png') brownian.motion(pch = 21, cex = 5, col = 'red', bg = 'yellow', main = 'Demonstration of Brownian Motion') dev.off() ## filenames with a wildcard * im.convert('bm*.png', output = 'bm-animation...
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" Definitions for intermediate variables to build individual-level P-MEDM constraints. " assign_householder_item_level <- function(pums, v){ " Helper function. Assigns the item level of the householder to all members of the household (for building household-level intermediates). " v <- lapply(split(v, pu...
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rm(list=ls(all.names = TRUE)) source("packIntoFunction.R") listPageUrls = getListPageUrls("Gossiping")[1:5] listPageUrls postUrls = unlist(lapply(listPageUrls,getPostUrls)) postUrls getPostData("https://www.ptt.cc/bbs/Gossiping/M.1431338763.A.1BF.html") getPostData(postUrls[2]) postData = lapply(postUrls[3:5],ge...
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library(dplyr) library(spatstat) data <- read.csv('Data/311_Cases.csv', quote = "\"", comment = "", stringsAsFactors = F) shapes <- read.csv('Data/sf_polygon.csv', stringsAsFactors = F) data <- data %>% filter(Latitude != 0) dataPE <- data %>% filter(Category == 'Parking Enforcement') window <- owin(xrange = c(...
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g.predict<-function(Mod, X) { j = Mod[2] beta0 = Mod[3] beta1 = Mod[4] beta2 = Mod[5] P = 0*X + beta0 if (j >= 2) {P = P + X*beta1} if (j >= 3) {P = P + (X^2)*beta2} return(P) } g.perterb<-function(M=c(-Inf, 3, 0, 0, 0), Qsd=c(0, 0, 0.1, 0.01, 0.001), LB = c(0, 1, -10, -2, -1 ), UB = c(0,...
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# Initialize Boilerplate ---- source("boilerplate.R") source("data/comment.R") ## Test: Continuous-values Metrics ==== metrics <- names(COMMENT.CV.METRIC.VARIANTS) test.outcomes <- data.frame() for (i in 1:length(metrics)) { metric <- metrics[i] metric.label <- COMMENT.METRIC.LABELS[[metric]] cat("[", i, "/", l...
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\name{formatMult} \alias{formatMult} \title{Create unmarkedMultFrame from Long Format Data Frame} \usage{formatMult(df.in)} \description{This convenience function converts multi-year data in long format to unmarkedMultFrame Object. See Details for more information.} \details{\code{df.in} is a data frame with colu...
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library(readr) library(ggplot2) library(tidyr) library(dplyr) library(tidyverse) library(scales) library(tm) library(SnowballC) library(wordcloud) library(tidytext) library(reshape2) library(gridExtra) library(corrplot) library(ggmap) library(igraph) library(leaflet) library(knitr) library(htmlwidgets) library(htmltool...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/dados.R \docType{data} \name{dengue2013} \alias{dengue2013} \title{dengue2013} \format{Um data frame com 788 linhas e 43 variaveis:} \source{ MS (Ministério da Saúde) } \usage{ dengue2013 } \description{ dados coletados acerca da situacao epi...
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#visualize 2nd error rm(list=ls()) z_alpha <- 1.282 #標準正規分布の上側alpha%点(alphaは第1種の過誤の確率) p_0 <- 0.05 nlist <- c(10,100,1000) for(n in nlist){ A <- function(x) {sqrt(p_0*(1-p_0)/(x*(1-x)))} B <- function(x) {(x-p_0)/sqrt(x*(1-x)/n)} p_2nderr <- function(x) {pnorm(z_alpha*A(x)-B(x))} if(n==10){ pl...
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#' run_dauer_stan #' #' Function runs a stan glmm for dauer data #' #' @param df input dataset. Requires a "genotype" column. See type for data column types #' @param type "dauer" (default),"dauer-grouped". For dauer data, needs to have raw counts, with "dauer" column and "n" column. #' For grouped data, must have gro...
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library(shiny) port <- 8086 runApp(appDir = "hist", port = port, launch.browser = TRUE, quiet = FALSE, host = '127.0.0.1')
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library(tidyr) library(dplyr, warn.conflicts = FALSE) library(ggplot2) library(ggthemes) library(scales) # Generate the plot for a rate type performance metric # This script contains two utility functions: # * Transform data for plotting convenience # * Produce plot # Hueristic for determining the lower limit of...
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# Install and load packages package_names <- c("survey","dplyr","foreign","devtools") lapply(package_names, function(x) if(!x %in% installed.packages()) install.packages(x)) lapply(package_names, require, character.only=T) install_github("e-mitchell/meps_r_pkg/MEPS") library(MEPS) options(survey.lonely.ps...
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### CHAPTER 3: ASSOCIATION MEASURES ### # Load required libraries library(ade4) library(vegan) # should be loaded after ade4 to avoid some conflicts library(gclus) library(cluster) library(FD) # Import the data from CSV files spe <- read.csv("DoubsSpe.csv", row.names=1) env <- read.csv("DoubsEnv.csv", row....
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# SID 500494994 #INPUT DATA ##RANK THE INDIVIDUAL STOCK BY THEIR AVERAGE MONTHLY EXCESS RETURNS OVER THE RISK FREE RATE xsReturns <- stockPriceReturnsData for (i in stockPriceNames) { xsReturns[, i] <- averageMonthlyStockReturns - averageRF } xsReturns averageExcess <- colMeans(xsReturns) averageExcessStdDev <- St...
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###########Word Cloud ####### install.packages("tm") install.packages("wordcloud") install.packages("RColorBrewer") library(tm) library(wordcloud) #data= file.choose() setwd("C:/Users/Asus/Desktop/Priyanka/Simpli learn/June_July_2020/Day5_4July") getwd() data=read.csv("Word_cloud_Day4.csv",header = T,strings...
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# Script config library(logging) config_log_folder = 'C:/.../.../.../.../' config_log_file = 'abc_model.log' config_logger_name = 'abc_model' # Setting up logger logging::basicConfig() logging::addHandler(logging::writeToFile, logger = config_logger_name, file = pa...
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library(pipeR) library(data.table) library(dplyr) library(foreach) library(doParallel) rts.files <- paste0("data/Reuters/", list.files("data/Reuters", "gz", recursive=TRUE) ) # check.names <- sapply(1:file.num, FUN=function(i){ # data.i <- read.csv( rts.files[i] ) # return( names(data.i) ) # }) # # check.names <...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/networkmanager_operations.R \name{networkmanager_untag_resource} \alias{networkmanager_untag_resource} \title{Removes tags from a specified resource} \usage{ networkmanager_untag_resource(ResourceArn, TagKeys) } \arguments{ \item{ResourceArn}...
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# Author: Cynthia Elder # Date: 8/2/2020 # Creates a plot to show how emissions from motor vehicle sources have changed # from 1999–2008 in Baltimore City. plot5 <- function() { # Load the required packages ----------------------------------------------- list_of_packages <- c("dplyr", "ggplot2", "ggpmisc") ...
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\alias{gEmblemedIconGetEmblems} \name{gEmblemedIconGetEmblems} \title{gEmblemedIconGetEmblems} \description{Gets the list of emblems for the \code{icon}.} \usage{gEmblemedIconGetEmblems(object)} \arguments{\item{\verb{object}}{a \code{\link{GEmblemedIcon}}}} \details{Since 2.18} \author{Derived by RGtkGen from GTK+ doc...
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# Plot source("./getFebData.R") # plot 2 if (!exists("febData")) febData = getFebData() png("./Plot2.png", width = 480, height = 480) plot(febData$date_time,febData$Global_active_power, ylab="Global Active Power (kilowatts)",type="l",xlab="") dev.off()
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context("pin dataframe") test_that("can pin() data frame", { roundtrip <- pin(iris, "iris") expect_equal(as.data.frame(roundtrip), iris) expect_equal(as.data.frame(pin_get("iris")), iris) }) test_that("can sanitize data frame names", { name <- "___sdf ds32___42342 dsf dsf dsfds____" expect_equal( p...
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#Components of GDP: Compare their contributions from 1947 to 2018 library(fredr) library(tidyverse) library(dygraphs) library(xts) library(rvest) # FRED Key ---------------------------------------------------------------- # fredr_set_key() sets a key as an environment variable for use with # the fredr package in the...
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# Project Work simulatorCentral = function(rfun, dfun, ssize=40, runs=1000, title="Course Project: Central Limit Theorem",...) { # Initialize # m: stores the means of samples # runs: no. of simulations # ssize: sample size m <- double(0); for (i in 1:runs) m[i] = mean(rfun(ssize, ...)); # Coll...
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###A ideia é ter dois data frames: i) refID+range+U_est+riqueza+KS+tree_cover; ii) refID+range+abundance ## require(plyr) require(dgof) require(magrittr) require(reshape2) require(dplyr) source("~/Documents/dissertacao/R_source/sad_media.R") ##Leitura e arranjo dos dados simulados #o primeiro elemento de cada element...
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library(testthat) library(rPraat) test_check("rPraat")
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mo_engen_gr <- function(df, col, plant, x, y, z) { df_gr <- df[df[ , col] == plant, ] ggplot(df_gr, aes(df_gr[ , x], df_gr[ , y])) + geom_point() + xlab(x) + ylab(y) + scale_x_continuous(breaks=seq(1,12,1)) + facet_wrap(~ df_gr[ , z]) }
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testlist <- list(lims = structure(0, .Dim = c(1L, 1L)), points = structure(c(1.61035410759544e-317, 1.44131612505985e-83, 7.30643551760841e-309, 3.9934513075558e-305, 5.42219658867978e-312), .Dim = c(5L, 1L))) result <- do.call(palm:::pbc_distances,testlist) str(result)
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library(quanteda) ### Name: corpus_sample ### Title: Randomly sample documents from a corpus ### Aliases: corpus_sample ### Keywords: corpus ### ** Examples # sampling from a corpus summary(corpus_sample(data_corpus_inaugural, 5)) summary(corpus_sample(data_corpus_inaugural, 10, replace = TRUE)) # sampling senten...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/UserFunctions.R \name{SSVS} \alias{SSVS} \title{Load a Matrix} \usage{ SSVS( y, x, nsave = 1000, nburn = 1000, tau0 = 0.01, tau1 = 10, S0 = 0.01, PriorSemiScaling = F, scaling = T ) } \arguments{ \item{y}{Path to the input f...
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######################## ### ### Leonard Mada ### [the one and only] ### ### Polynomial Systems ### S5: Hetero-Symmetric ### Useful Formulas ### ### draft v.0.1j ### Derivations # - Basic derivations; # - Numerical approaches: basic intuition; #################### ### Helper Functions ### Sol...
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library(tidyverse) library(glue) library(vroom) library(GenomicRanges) source("./Scripts/R_scripts/Libraries/functions_for_annotation.R") map_labex <- readRDS("./Data/RData/Genotypes/LabExMI_imputation_1000x5699237_annotated_map_with_ancestral.rds") %>% mutate(SNP_chr = paste0("chr", SNP_chr)) map_labex_roadmap <-...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/MegaLMM_master.R \name{MegaLMM_control} \alias{MegaLMM_control} \title{Set MegaLMM run parameters} \usage{ MegaLMM_control( which_sampler = list(Y = 1, F = 1), run_sampler_times = 1, scale_Y = c(T, F), K = 20, h2_divisions = 100, ...
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source("../../R/AllClass.R") source("../../R/AllGenerics.R") source("../../R/simMatrix.R") source("../../R/simUnif.R") source("../../R/simVector.R") source("../../R/adjust-methods.R") context("adjust-methods: SimMatrix") loading <- matrix(0, 6, 2) loading[1:3, 1] <- NA loading[4:6, 2] <- NA LX <- simMatrix(loading, 0....
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/covid_status_functions.R \name{sympt_risk} \alias{sympt_risk} \title{Calculating risk of being symptomatic mortality rate based on age and health risks} \usage{ sympt_risk( df, overweight_sympt_mplier = 1.46, cvd = NULL, diabetes = N...
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####################################################################I # A priori models using IPM to estimate recruitment of wolves in Montana # For more details regarding the IPM see the rscript IPM_WolfRec_V2 # For running models see the rscript Analyses_WolfRec_IPM # Allison C. Keever # akeever1122@gmail.com # ...
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\name{yeast} \docType{data} \alias{yeast} \title{Yeast Cell Cycle Dataset} \description{ This is the Yeast Cell Cycle dataset used in Chun and Keles (2010). } \usage{ data(yeast) } \format{ A list with two components: \describe{ \item{x}{ ChIP-chip data. A matrix with 542 rows and 106 columns.} \i...
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library(WeibullR) ### Name: weibayes ### Title: Fitting for Minimal Failure Datasets ### Aliases: weibayes ### ** Examples fail<-5 susp<-rweibull(10, 1, 10) eta<-weibayes(fail, susp, beta=1)
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#' Launch \code{reverse_string} shiny application. #' #' This is a wrapper function for launching the 'application' shiny app in this #' package. #' #' @param ... Arugments to \code{shiny::runApp()}. #' #' @export #' #' @examples #' \dontrun{ #' launch_application() #' } launch_application <- function(...) { shiny:...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ler_noticias_g1.R \name{ler_noticias_g1} \alias{ler_noticias_g1} \title{Lê as notícias baixadas pela função baixar_noticias_g1} \usage{ ler_noticias_g1(arquivos = NULL, diretorio = ".") } \arguments{ \item{arquivos}{Vetor de arquivos. Se NULL...
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#!/usr/bin/env Rscript suppressMessages( library(getopt) ) suppressMessages( library(ape) ) suppressMessages( library(ggplot2) ) suppressMessages( library(data.table) ) suppressMessages( library(caper) ) suppressMessages( library(stringr) ) suppressMessages( library(Cairo) ) suppressMessages( library(factoextra) ) supp...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/gg-constructors.R \name{agg_vline} \alias{agg_vline} \title{Add a vertical line to your graph} \usage{ agg_vline(x, colour = "black", panel, lwd = 1, lty = 1) } \arguments{ \item{x}{The x coordinate to draw the vertical line at} \item{colour...
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################################################################################ # # tess.likelihood.rateshift.R # # Copyright (c) 2012- Sebastian Hoehna # # This file is part of TESS. # See the NOTICE file distributed with this work for additional # information regarding copyright ownership and licensing. # # TESS is ...
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library('ggplot2') # Add data as data.frame Zhu2013 <- data.frame(precision=0.6178, recall=0.0042, Label="Zhu2013") PooledSamplesAlu <- data.frame(precision=0.3227, recall=0.0635, Label="PooledSamplesAlu") PooledSamplesRepetitiveNonAlu <- data.frame(precision=0.4168, recall=0.0032 , Label="PooledSamplesRepetitiveNonAl...
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devtools::load_all("/Users/cwcomiskey/Desktop/ODG/Macro-models/macro") macro::depends() # load all dependencies # Regression: lm(CPI ~ Top25, ...) ======= lin_reg <- lm(CPI ~ ., data = select(reg_dat, -date)) summary(lin_reg) # R^2: 0.9865 sum_na <- function(x) sum(as.numeric(is.na(x))) apply(reg_dat, FUN = sum_na...
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library(mvord) rho <- list() rho$ndim <- 5 rho$error.structure$type <- "correlation" rho$intercept.type = "fixed" #rho$ntheta <- 1:5 #rho$threshold.values <- lapply(1:rho$ndim, function(j) rep(NA,rho$ntheta[j])) rho$threshold.values <- list(c(NA), c(NA,NA), ...
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# this function aims to calculate similarity between cluster results cal_ORA_cluster_similarity <- function(enrich_file, geneset_over_file){ #enrich_file = ARGV[0] ## output of ORA_filter.pl #geneset_over_file = $ARGV[1] #$geneset_over_file = "demo/GeneSet_human.txt_FC2_human_overlap_union.txt" geneset_over_file_i...
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## ---- echo = FALSE, message = FALSE-------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ## ------------------------------------------------------------------------ library(patentsview) search_pv( query = '{"_gte":{"patent_date":"2007-01-01"}}', endpoint ...
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#Load libraries library(ggplot2) library(stringr) #Data files are stored in /DATA/ folder #No need to read if it has already been read if (!exists("NEI")) { NEI <- readRDS("./data/summarySCC_PM25.rds") } if (!exists("SCC")) { SCC <- readRDS("./data/Source_Classification_Code.rds") } #Comparison ...
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#@@@グラフデータ(ポインタ)から整数計画法の入力形式への変換,最短距離問題の整数計画法を用いた解法@@@ ###データフレームw読み込み(辺v->u;重みw)### Excel上であらかじめソートしておく data <-read.table("graph3(pointer).txt") #要変更 names(data) <-c("v","u","w") #頂点数n n <-max(data$v,data$u) #辺数ne ne <-nrow(data) #始点s s <-1 #要変更 #終点 t <-18 #要変更 ###LP行列m### #objective function d <-matrix(0:0,ncol...
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# Gates Dupont # # gdupont@umass.edu # # Sept. '19 - July '20 # # # # # # # # # # # # # require(oSCR) require(dplyr) require(NLMR) require(raster) require(viridis) require(stringr) require(landscapetools) select = dplyr::select "RIGHT" right = function(text, num_char) { substr(text, nchar(text) - (num_c...
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#!/usr/bin/env Rscript # Create exons file of ERCC spike-ins for mapping reads to genes with featureCounts. # # Usage: # Rscript create-exons-ercc.R path/to/ERCC92.gtf > file.saf # # where ERCC92.gtf is downloaded from Invitrogen: # http://media.invitrogen.com.edgesuite.net/softwares/ERCC92.gtf # # Notes: # + Output...
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### Started 28 June 2016 ### ### By Lizzie (so far) ### ## Looking at simple ANOVA results of warming experiments ## ## Given different estimates of warming and given exact design (e.g., blocks) ## ################################ ## Read me, notes from Lizzie ## ################################ # Merge in a file tha...
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library(MSPRT) ### Name: ump.match.ber ### Title: Finding the "evidence threshold (delta)" in a proportion test ### Aliases: ump.match.ber ### ** Examples ump.match.ber(n.obs= 60, p0= .2)
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# testthat for gg_error function context("cache_rfsrc_dataset tests") test_that("cache_rfsrc_dataset",{ # # Check the default set of data # expect_output(cache_rfsrc_datasets(test=TRUE), # "iris: randomForest") # # # If we have a bad path... # expect_error(cache_rfsrc_datasets(pth="nothin...
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require(ape) epi2tree <- function( transmission_table, removal_table ) { print(date()) donor = transmission_table$donor recip = transmission_table$recip t = transmission_table$t donor[is.na(donor)] <- 'src' # ~ pids, tremoval, tiplab pids = removal_table$pids tremoval = removal_table$tremoval tiplab = remo...
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\name{puffin} \alias{puffin} \docType{data} \title{Bird measurements from British islands} \description{ Measurements on breedings of the common puffin on different habits at Great Island, Newfoundland. } \usage{ puffin } \format{ A data frame with 38 observations on the following 5 variables. \describe...
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#' Closure for file-downloading #' #' A closure to provide a function to download a file, #' by copying it from the specified place. Useful for #' \code{shiny::downloadHandler()}. #' #' @param file_source character describing path to file to be copied #' #' @return function #' @export # cl_file_copy <- function(file_s...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/tweetfunctions.R \name{tweet} \alias{tweet} \title{An example information cascade} \format{ A data frame with 15563 rows and 2 columns } \description{ A dataset containing all the (relative) resharing time and node degree of a tweet. The orig...
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library(UsingR) ### Name: sp500.excess ### Title: Excess returns of S&P 500 ### Aliases: sp500.excess ### Keywords: datasets ### ** Examples data(sp500.excess) plot(sp500.excess)
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/possol.R \name{possol} \alias{possol} \title{Solar position as a function of date and time UTC and position (lat, lon)} \usage{ possol(month, day, tu, xlon, xlat) } \arguments{ \item{month}{is the month (1 to 12)} \item{day}{is the day of th...
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library(SimCorrMix) ### Name: calc_mixmoments ### Title: Find Standardized Cumulants of a Continuous Mixture Distribution ### by Method of Moments ### Aliases: calc_mixmoments ### Keywords: cumulants mixture ### ** Examples # Mixture of Normal(-2, 1) and Normal(2, 1) calc_mixmoments(mix_pis = c(0.4, 0.6), mix_mus...
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#取得即時報價,詳細在技巧51 source("function.R") #設定初始的資料格式 Qty <- matrix(, nrow = 0, ncol = 2) MAnum <- 5 QMA <- NA while(TRUE){ #取得成交資訊 Mdata<-GetMatchData(DataPath,Date) MatchAmount <- as.numeric(Mdata[[1]][4]) HMTime <- as.numeric(paste0(substr(Mdata[[1]][1],1,2),substr(Mdata[[1]][1],4,5))) #若為初始值,即更新最新一...
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library(data.table) library("smooth") setwd("//cdc.gov/private/L137/yks5/OMSA/ISYE6501/hw3") setwd("G:/a-XiaoWang/OMSA/ISYE-6501/hw2") #Question 7.2 Using the 20 years of daily high temperature data for Atlanta (July through October) from Question 6.2 (file temps.txt), build and use an exponential smoothing mod...
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### Montejo-Kovacevich, G., Martin, S.H., Meier, J.I., Bacquet, C.N., Monllor, M., Jiggins, C.D. and Nadeau, N.J., 2020. ### ### Microclimate buffering and thermal tolerance across elevations in a tropical butterfly. ### ### Journal of Experimental Biology. ###### ##################### ALL FIGURES PREP ################...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/glamlassoRR.R \name{glamlassoRR} \alias{glamlassoRR} \title{Penalized reduced rank regression in a GLAM} \usage{ glamlassoRR(X, Y, Z = NULL, family = "gaussian", penalty = "lasso", ...
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# Resubstitution library(rpart) all_accuracies<-c() all_devs<-c() input_data<-read.csv("C:/Users/sam/Desktop/DM Coursework Data/parkinsons.data", header=TRUE) input_data<-subset(input_data, select=-c(name)) numRecords<-length(input_data[[1]]) numTrials<-20 accuracies<-c() for(i in 1:numTrials) { training_set<-inpu...
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# WRAPPER FOR CELL GROUP CLASSIFICATION ----------------------------------- ## NOTE: minclust has adjusted rand index implemented # TODO: put a counter of how many HVG were actually found (absolute and relative to total # genes!) # NULL always means skip this step .classify.calc <- function(Pipeline, ...
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# First HeatMap exploration # By: Tristan Kaiser # 09/01/2016 library(readr) library(rworldmap) library(RColorBrewer) library(classInt) # Load data --------------------------- df <- read.csv('./Data/Metal_Data.csv', header = TRUE, na.strings=c("", NA)) # Clean data ------------------------- # Convert Percentage col...
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#' prepares projected direction observations to reconstruct a direction vector #' #' In an attempt to guess the direction in a higher dimensional PCA space, the #' user selects the direction in one or combinations of PCA components. This #' code takes the output captured from the GUI and coverts it in to a simpler form...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/topo2.R \docType{data} \name{topo2} \alias{topo2} \title{World topography on a 2-degree grid} \usage{ data(topo2, package="ocedata") } \description{ \code{topo2} is a matrix containing world topography data, on a 2-degree grid. This is provi...
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setwd('/ebio/abt6_projects9/Methylome_variation_HPG1/origins/post_vcf1/shapeit_noQD30/combinePops/EurasianOnly') parameters <- read.table('EurasianOnly.parameter_summary.txt', header = T) head(parameters) parameters$sum_chr_Ne <- parameters$N_SNPs*parameters$Ne parameters$sum_chr_Mu <- parameters$N_SNPs*parameters$Mu ...
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#' Bundespräsidentenwahl Österreich 2016 (Austrian presidential election) #' #' This dataset contains the number of votes for each candidate per municipality #' for the first round of voting of the Austrian presidential election 2016. #' #' @source \url{http://www.bmi.gv.at/cms/BMI_wahlen/bundespraes/bpw_2016/Ergebni...
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## Cache the inverse of a matrix for faster inverse retrieval in the future ## Create functions to set and get both the matrix and its inverse makeCacheMatrix <- function(x = matrix()) { inv <- NULL set <- function(y) { x <<- y inv <<- NULL } get <- function() x setinv <- function...
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# https://nigimitama.hatenablog.jp/entry/2018/11/05/021516 setwd("/Users/KokiAndo/Desktop/R/hatenablog/PER") pacman::p_load(tidyverse, data.table, naniar, plm) stats = fread("Seasons_Stats.csv") per_dat = stats %>% filter(Pos %in% c("PG", "SG", "SF", "PF", "C")) %>% filter(Year > 2000 & G > 20 & Age < 40 & Age > ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/paws.cloudwatchlogs_operations.R \name{test_metric_filter} \alias{test_metric_filter} \title{Tests the filter pattern of a metric filter against a sample of log event messages} \usage{ test_metric_filter(filterPattern, logEventMessages) } \ar...
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######### ### Model select K20 ######### rm(list=ls()) loadPkg=function(toLoad){ for(lib in toLoad){ if(! lib %in% installed.packages()[,1]) { install.packages(lib, repos='http://cran.rstudio.com/') } suppressMessages( library(lib, character.only=TRUE) ) }} packs <- c('tm', 'stm', 'p...
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\name{commSimul} \alias{commSimul} \title{ Community simulation function } \description{ Simulate a community following the procedure proposed in Blanchet et al. (in press). } \usage{ commSimul(nquad,nsp, nind,patchrad=0.2,SAD="lognormal",sdlog=5) } \arguments{ \item{nquad}{Number of quadrates in which to divide th...
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# load data with: wine.train <- read.csv("wine.train.csv", header=TRUE) cv.error <- function(model.fn, formula, num.folds, train.data) { N = nrow(train.data); fold.size <- floor(N/num.folds); error <- 0.0 fold.begin <- 1; fold.end <- floor(N/num.folds); for (i in 1:num.folds) { # train model on all-bu...
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rlognormal.R
#' #' generate a lognormal species abundance distribution #' #' @param N total number of individual #' @param S total number of species #' @param meanlog the expect mean value of lognormal distribution #' @param sdlog the expect standard deviation of the lognormal distribution #' #' #' rlognormal=function(N,S,me...
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hetGP_vignette.R
## ----include=FALSE------------------------------------------------------- library("knitr") ## cache can be set to TRUE opts_chunk$set( engine='R', tidy=FALSE, cache=FALSE, autodep=TRUE ) render_sweave() # For JSS when using knitr knitr::opts_chunk$set(fig.pos = 'ht!') ## ----preliminaries, echo=FALSE, results='hi...
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perm.log.reg = function(formula, data, R) { rv = list() n = nrow(data) # Fit the initial logistic regression model to the original data rv$fit = glm(formula, data, family=binomial) # Figure out what the target variable is, and how many coefficients there are target = as.character(rv$fit$t...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/manyiv.R \name{IVoverid} \alias{IVoverid} \title{Test of overidentifying restrictions} \usage{ IVoverid(r) } \arguments{ \item{r}{An object of class \code{RDResults}} } \description{ Report the Sargan and modified Cragg-Donald test statistics...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/contrast.R \name{unit_contrast} \alias{unit_contrast} \title{Unit Contrast} \usage{ unit_contrast(A, name, where = NULL) } \arguments{ \item{A}{A formula representing the contrast expression.} \item{name}{A character string specifying the na...
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getSimWang.Rd
\name{getSimWang} \alias{getSimWang} \title{ Semantic Similarity Between Two HPO Terms by Wang's Method } \description{ Given two HPO terms, this function will calculate the Wang's Semantic Similarity between them } \usage{ getSimWang(term1, term2) } \arguments{ \item{term1}{ one HPO term } \item{t...
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EvapHeat <- function (surftemp, airtemp, relativehumidity=NULL, Tn=NULL, wind=2) { ## surftemp: Temperature of surface [degrees C] ## airtemp: Temperature of air [degrees C] ## relativehumidity: between 0 - 1 [-] ## Tn minimum dailiy air temperature, assumed to be the dewpoint tempera...
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shinyServer(function(input, output, clientData, session) { # By default, Shiny limits file uploads to 5MB per file. You can modify this limit by using the shiny.maxRequestSize option. # For example, adding options(shiny.maxRequestSize=30*1024^2) to the top of server.R would increase the limit to 30MB. option...
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test-hypothesis.r
context("Interval hypothesis testing") set.seed(1776) x1 <- rnorm(100) x2 <- rnorm(100) yl <- rnorm(100) yu <- yl + rexp(100) fit <- coefbounds(yl + yu ~ x1 + x2, boot = 111) test_that("interval_hypothesis() fails on bad input", { fit_bad <- coefbounds(yl + yu ~ x1 + x2, boot = 0) expect_error(interval_hypot...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/replace-methods.R \name{replace_null} \alias{replace_null} \title{Replace NULLs with specified value} \usage{ replace_null(data, replace) } \arguments{ \item{data}{A list (or list column in a data frame).} \item{replace}{A single value to us...
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ddhazard.Rd.R
library(dynamichazard) ### Name: ddhazard ### Title: Fitting Dynamic Hazard Models ### Aliases: ddhazard ### ** Examples # example with first order model library(dynamichazard) fit <- ddhazard( Surv(time, status == 2) ~ log(bili), pbc, id = pbc$id, max_T = 3600, Q_0 = diag(1, 2), Q = diag(1e-4, 2), by = 50, cont...
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data_package_shiny_handler.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data_package_shiny_handler.R \name{data_package_shiny_handler} \alias{data_package_shiny_handler} \title{A data_package_* handler for the shiny app} \usage{ data_package_shiny_handler(data.pkg.doi = NA, current.data = NULL, download.dir = N...
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plot_sim_intv.R
plot_sim_intv <- function ( itvs # Takes object with intervention results ) { library(ggplot2) library(gridExtra) x <- seq(2026 - length(itvs$inc), 2025, by = 1) fields <- c('inc', 'mort') titles <- c('Incidence', 'Mortality', 'Incremental Cost') if (size(itvs$inc, 1) > 1) { ...