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library(tidyverse) library(dplyr) library(ggplot2) library(reshape2) library(lubridate) library(zoo) library(forecast) ############################ #fishery analysis by time# ############################ for (year in 2010:2020) { #transform into viable form fishery_time <- fishery %>% filter(t...
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\alias{gtkWidgetCreatePangoLayout} \name{gtkWidgetCreatePangoLayout} \title{gtkWidgetCreatePangoLayout} \description{Creates a new \code{\link{PangoLayout}} with the appropriate font map, font description, and base direction for drawing text for this widget.} \usage{gtkWidgetCreatePangoLayout(object, text)} \arguments{...
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rm(list=ls()) load('rf_output.Rdata') load('ML_RF_input.Rdata') library(randomForest) library(ROCR) require(Hmisc) predictor_data=t(testing_data) predictor_data[1:4,1:4] dim(predictor_data) RF_predictor_names=rownames(rf_output$importance) predictor_data=predictor_data[,RF_predictor_names] predictor_data[1:4,1:4] dim...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/metrics.R \name{addConf} \alias{addConf} \title{???} \usage{ addConf(data, predicted, actual) } \description{ ??? }
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# Code used to prepare the example songbird datasets in Rdistance # Jason Carlisle # Last updated 6/19/2017 # Creating two example datasets, each will include two tables: # 1) Line transect example (BRSP) # a detection data.frame with at least $dist, $siteID, and $groupsize # a site data.frame with at le...
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##### Powell Center: Phenological patterns of mosquitoes ####### # Travis McDevitt-Galles # 09/20/2021 # title: 03_Data_Model # Improving the data model to include night v day sammpling library(dplyr) library(ggplot2) library(patchwork) library(rstan) library(rstanarm) library(matrixStats) library(gamm4) #Set worki...
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library(shiny) #**************************** # SETTING UP SERVER INTERFACE #**************************** shinyServer( function(input, output){ # reactive Function will take the inputs fron UI.R and use them for read.table() to read the data from the file # file$datapath -> gives the path of...
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#Load file library(stringr) library(lubridate) library(MASS) ?read.table transaction = read.table("SupermarketTransactions.txt",sep="\t",header=F,stringsAsFactors = F) colnames(transaction)=scan("SupermarketTransactionsColumnLabels.txt",what="character",sep="\t") no_transaction=dim(transaction)[1] new_amount_paid <-...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/box_and_whisker_monthly_plots.R \name{box_and_whisker_monthly_plots} \alias{box_and_whisker_monthly_plots} \title{plot some monthly result sumamries} \usage{ box_and_whisker_monthly_plots(model, results) } \arguments{ \item{model}{model objec...
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context("Checking init_experiments") names = c("Run_16_01", "Run_16_04", "Run_16_07", "Run_16_09", "Run_16_12") testthat::test_that("more names than experiments", { testthat::expect_error({ init_experiments(nexp = 2, exp_names = names) }) })
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#set working directory setwd("/Volumes/sequence/harvey/git/TendonDual_Tominj_DESeq") #Load metadata table and store it TendonDualTominj_metadata<-read.table("TendonDualTominj.metadata.tsv", header=TRUE) TendonDualTominj_metadata #metadata data summary summary(TendonDualTominj_metadata) #Load DESeq library library("D...
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library(texmex) library(evd) library(rmutil) library(ismev) # dat: A (nxp) numeric matrix or data.frame that contains the data # which: The variable indexed by the column number on which to condition # mqu: Marginal quantiles # dqu: Dependence quantile # x_pred: A vector in which the conditional quantiles will be cal...
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############################################################################################# # Project 1 # ############################################################################################# #clear the work space rm(list=ls()) #-...
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### Analysis: Investigating impact of mask policy on paranoia and belief updating ### ### Description: ### ### ### ### Figure: 4 ### Written by: Praveen Suthaharan # clear environment rm(list=ls()) # set working directory setwd("C:/Pandemic_2020/revis...
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#' Lazy Load "HDF5" File via \code{\link[hdf5r]{hdf5r-package}} #' #' @description Wrapper for class \code{\link[rave]{LazyH5}}, which load data with #' "lazy" mode - only read part of dataset when needed. #' #' @param file "HDF5" file #' @param name \code{group/data_name} path to dataset #' @param read_only default...
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## Matrix inversion is usually a costly computation and their may be some benefit to ##caching the inverse of a matrix rather than compute it repeatedly. ##Following pair of functions calculates the inverse, caches it, returns inverse from cache ##if it is present, else calculates it and stores in cache ## Function ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/function_type1.R \name{eq_clean_data} \alias{eq_clean_data} \title{eq_clean_data} \usage{ eq_clean_data( datalist, YEAR = "YEAR", MONTH = "MONTH", DAY = "DAY", LATITUDE = "LATITUDE", LONGITUDE = "LONGITUDE" ) } \arguments{ \item{d...
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## ----global_options, include = FALSE---------------------------------------------------------- try(source("../../../.Rprofile")) ## import platform as platform ## print(platform.release()) ## # This assums using an EC2 instance where amzn is in platform name ## if 'amzn' in platform.release(): ## s3_status ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plot_fits.R \name{mrsi_plot_many} \alias{mrsi_plot_many} \title{Plot best model fit over raw data for multiple metabolites} \usage{ mrsi_plot_many(d, regions, mtbl_thres, saveplot = F) } \arguments{ \item{d}{dataframe with region, metabolite,...
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gta_hs_check_job_results <- function(job.ids=NULL, prob.threshold = 0, prob.is.na = TRUE, prob.return = TRUE) { results <- list(all=data.frame()) for (j.id in job.ids) { query <- paste0...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ModelDiagnoser.R \name{modelDiagnostics} \alias{modelDiagnostics} \title{Provides detailed diagnostic tests including tests for stationarity, autocorrelation for each model} \usage{ modelDiagnostics( allModelObjects, testData = test_df, ...
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\name{rp.grid} \alias{rp.grid} \title{Define a subsidiary grid within an rpanel} \description{A subsidiary grid is defined at a specified location within an rpanel.} \usage{ rp.grid(panel, name=paste("grid", .nc(), sep=""), pos=NULL, background=NULL, parentname=deparse(substitute(panel)), ...) } \arguments{ ...
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getwd() setwd("../../git/sandbox/map/") rm(list=ls()) getwd() ####install packages#### install.packages("maps") install.packages("mapdata") install.packages("ggplot2") install.packages("ggmap") ####load packages#### library(maps) library(mapdata) library(ggplot2) library(ggmap) m<-map("worldHires", ...
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#Read data from household_power_consumption.txt" EPC_data <- read.table("household_power_consumption.txt",skip=1,sep=";") names(EPC_data) <-c("Date","Time","Global_active_power","Global_reactive_power","Voltage","Global_intensity","Sub_metering_1","Sub_metering_2","Sub_metering_3") head(EPC_data) subEPC_data <- subset(...
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# Xinhui Gu # May 2nd, 2017 # Question 1 # To get the max drawdown MaxDD = function(c){ len = length(c) pnl = c[2:len] - c[1:(len-1)] serieMaxLoss = pnl[1] for (i in 1:(len-1)){ if(serieMaxLoss > pnl[i]) serieMaxLoss = pnl[i] } return(serieMaxLoss) } MaxDD(c(-1, 2, 3,10, 5)) # Question 2 # To g...
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# Read in household power consumption data and create subset of data pow <- read.table("C:/Exploratory Data Analysis/Exploratory Analysis Week 1/household_power_consumption.txt",skip=1,sep=";") names(pow) <- c("Date","Time","Global_active_power","Global_reactive_power","Voltage","Global_intensity","Sub_metering_1","S...
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x<-1:4;y<-5:8 x+y x>2 x>=2 y==8 x/y #vectorize operation rep(1,4) x<-matrix(1:4,2,2);y<-matrix(rep(10,4),2,2) x*y #element wise multiplication x/y x%*%y# true multiplication 1st martix row multiply by 2nd martiz column
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NEI <- readRDS("summarySCC_PM25.rds") SCC <- readRDS("Source_Classification_Code.rds") # Sum up emissions per year (Pollutant is "PM25-PRI" in all rows!) emission_sums <- rowsum(NEI$Emissions, as.factor(NEI$year)) png("plot1.png", width=480, height=480) plot(rownames(emission_sums), emission_sums, main="United States...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/hanabiPlot.R \name{hanabiPlot} \alias{hanabiPlot} \title{hanabiPlot} \usage{ hanabiPlot(RAR, S, GROUP = NULL, legend.pos = "topleft", pch = 1, col = "black", ...) } \arguments{ \item{RAR}{A rarefaction table, or a hanabi object.} \item{S}{...
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% Generated by roxygen2 (4.1.0): do not edit by hand % Please edit documentation in R/NddMeassuresFunctions.R \name{CrowdStat.ndd} \alias{CrowdStat.ndd} \title{CrowdStat.nddcount} \usage{ \method{CrowdStat}{ndd}(FdpData, r) } \arguments{ \item{r}{a vector containing all distances at which the below statistic must be ca...
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\name{predict.speedglm} \alias{predict.speedglm} \title{Predict method for a speedglm object} \description{ \code{summary} The method is currently under construction but some functionalities are available. } \usage{ \method{predict}{speedglm}(object, newdata, type = c("link", "response"), ...
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attach(mtcars); # Exercise 1 # Create a scatterplot of mpg (x-axis) against drat (y-axis) and add a label to the x-axis. # Which of the following statements is correct: # a. plot(mpg,drat,xaxis="Miles per gallon") # b. plot(mpg,drat,xlab="Miles per gallon") ## ANS: b # Exercise 2 # We just saw how to customize the ...
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# @knitr fun_swapHeadings # Rmd <-> Rnw document conversion # Conversion support functions # called by .swap() .swapHeadings <- function(from, to, x){ nc <- nchar(x) ind <- which(substr(x, 1, 1)=="\\") if(!length(ind)){ # assume Rmd file ind <- which(substr(x, 1, 1)=="#") ind.n <- rep(1, length(ind)) ...
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Sys.setlocale("LC_COLLATE", "C") ## What CRAN does set.seed(999) options(elbr.dir=".") public <- function (...) with(globalenv(), ...)
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## TEMPORARY FOR DEBUGGING: dir.main <- "~/BeatriceRoche/" setwd(dir.main) r.params.path <- "results/DEG/sickle_pe_q20_bowtie2_pe_sorted_name_params.R" org.db <- "org.EcK12.eg.db" ## Should be added to parameters gene.info.file <- "genome/Escherichia_coli_str_k_12_substr_mg1655_GCA_000005845.2_gene_info.tab" organis...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utils-spatial.R \name{emptyraster} \alias{emptyraster} \title{Create an empty \code{SpatRaster} based on a template} \usage{ emptyraster(x, ...) } \arguments{ \item{x}{A \code{SpatRaster*} object corresponding.} \item{...}{other arguments th...
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########### # This file has pseudotime calls added in. library(mTEC.10x.pipeline) library(mTEC.10x.data) library(dplyr) library(slingshot) ############### # Move all these functions to the package rename_stage <- function(seurat_object, set_ident = TRUE) { levels(seurat_object@meta.data$stage) <- c(levels(seurat_...
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mo_trans <- function(x, zeta) { .mo_trans <- function(x, zeta) { if (x == 0) { out <- 0 } else { out <- length(zeta) * sum(zeta[1:x]) } return(out) } sapply(x, .mo_trans, zeta = zeta) } # invert the sign of half of the elements of x invert_half <- function(x) { len <- length(x) si...
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##The below code consists of two functions, makeCacheMatrix and cachesolve ## ## (1) MakeCacheMatrix is a function that returns a list of 4 functions(setmatrix,getmatrix,setinverse and getinverse) makeCacheMatrix <- function(x = matrix()) {inverse <- NULL setmatrix <- function(y){ x <<- y inverse <<- NULL} getmatrix ...
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##parse parameters from command parseCommandArgs <- function (evaluate = TRUE) { arglist <- list() args <- commandArgs() i <- which(args == "--args") if (length(i) == 0 || length(args) < 1) return(invisible()) args <- args[(i + 1):length(args)] for (i in seq(1, length(args), by = 2)) { v...
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Sys.getlocale() Sys.setenv(LANG = "en") options(encoding="utf-8") Sys.setenv(LANG = "en_US.UTF-8") Sys.setlocale("LC_ALL","UTF-8") Sys.setlocale("LC_ALL", "C") Sys.setlocale("LC_ALL","English") sessionInfo() LANGUAGE="en_US.utf8" Sys.setenv(LANG = "en") Sys.getlocale() setwd("C://R//china") #1.헤더를 TRUE로 줬을때, Inval...
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# https://lbusettspatialr.blogspot.com/2017/08/building-website-with-pkgdown-short.html # require("devtools") # use_readme_rmd() # use_news_md() # use_vignette("usdarnass") #substitute with the name of your package # # use_github_links() # use_travis() # use_cran_badge() devtools::install_github("hadley/pkgdown") l...
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library(soilDB) ### Name: fetchOSD ### Title: Fetch Data by Soil Series Name ### Aliases: fetchOSD ### Keywords: manip ### ** Examples ## Not run: ##D # soils of interest ##D s.list <- c('musick', 'cecil', 'drummer', 'amador', 'pentz', ##D 'reiff', 'san joaquin', 'montpellier', 'grangeville', 'pollasky', 'ramona'...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/helpMa.R \name{lutUpdate} \alias{lutUpdate} \title{Update values of default environment to internal look-up table (deprecated)} \usage{ lutUpdate() } \value{ List containing lut content. } \description{ Update values of default environment to...
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# Assignment 5 Ertan Ornek this_dir <- function(directory) setwd( file.path(getwd(), directory) ) setwd("D:\\Backup\\Dropbox\\Canvas\\455\\Week9\\Assignment5_Ornek") # https://cran.r-project.org/web/packages/usmap/vignettes/mapping.html library(usmap) library(ggplot2) # Our client is interested in learning about the...
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#The UI function for the StudentenPerSector page StudentenPerSectorUI <- function(PageName) { return( tabItem(tabName = PageName, fluidRow( box(width = 12, title = "Eerstejaarsstudenten", p("Op deze pagina vindt u het aantal eerstejaarsstudenten per studiesector over de...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/outputs.R \name{get_meta_indicator} \alias{get_meta_indicator} \title{Get indicator metadata} \usage{ get_meta_indicator() } \value{ data.frame of indicator ids, labels, descriptions, and parameter mapping. } \description{ Get indicator metad...
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library(tidyverse) library(fivethirtyeight) library(ggthemes) # let's tidy drinks drinks # too many countries, let's look at a few # %in% is a new logical operator: returns observations that match one of the strings drinks_subset = drinks %>% filter(country %in% c("USA", "China", "Italy", "Saudi Arabia")) # ...
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# Bacamo dvije kocke. Koja je vjerojatnost da je njihova suma veća ili jednaka 7? # P = 21/36 da ce biti >= 7 outcomes <- c(0, 1) probabilities <- c(15/36, 21/36) set.seed(2) smpl_size = 100000 out <- sample(outcomes, prob = probabilities, size = smpl_size, replace = TRUE) sum(out) out.table <- table(out) out.tabl...
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# name: jblubau1_hw04_script.r # path: ~/Projects/learning/Statistics/STAT_604/Homework # created by: Joseph Blubaugh # created on: 6 Sept 2016 # purpose: Homework 04 # last ran: Sys.time() # 1) House Keeping ls() rm(list = ls()) # 2) Direct output to a file sink(file <- "/home/jeston/Projects/learning/Statistics/ST...
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fileName = "./datafile.zip" if (!file.exists(fileName)) { fileUrl <- "https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2Fhousehold_power_consumption.zip" download.file(fileUrl, destfile = fileName, method="curl") } # unzip the file unzip("datafile.zip") # Load the file fl <- read.table(file="household_power_c...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/palettes.R \name{patientProfilesVis-palette} \alias{patientProfilesVis-palette} \title{Parameters for all patient profiles visualization palette functions.} \arguments{ \item{includeNA}{Logical (TRUE by default), should NA elements be retain...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/experiment.R \name{getExperimentSampleFeatures} \alias{getExperimentSampleFeatures} \title{Get experiment sample features.} \usage{ getExperimentSampleFeatures(experiment) } \arguments{ \item{experiment}{An Astrolabe experiment.} } \value{ Ex...
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# libraries library(stringr) library(tidyverse) library(caret) print_02 <- read.csv("/Users/HansPeter/Dropbox/Statistics/UCTDataScience/Thesis/amps_2002/csv/amps-2002-newspaper-magazine-readership-v1.1.csv") electr_02 <- read.csv("/Users/HansPeter/Dropbox/Statistics/UCTDataScience/Thesis/amps_2002/csv/amps-2002-electr...
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# data source - https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2FNEI_data.zip library(tidyverse) library(dplyr) pm_data <- read_rds('C://Users/Lherbeur/Documents/Projects/R/12.EDA 1/pm_analysis/exdata_data_NEI_data/summarySCC_PM25.rds') pm_data <- as.tibble(pm_data) pm_data_classification <- read_rds('C://U...
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#' Compute the Halm score. #' #' @param FRM_B24 data.table containing the table with the same name from #' the database of the PROGRESS study #' @param FRM_BEF data.table containing the table with the same name from #' the database of the PROGRESS study #' @param FRM_RR data.table containing the table with the same n...
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data(bound) data(exdata) exdata$datan32[,1:32] <- Kirchhoff(data=exdata$datan32[,1:32],dev=34)$expout ret <- hosein(data=exdata) exp <- lstsqrs(data=ret,bound32=bound) ret <- f9l5qxfa(bound32=bound,expout=exp) ret <- convsmt() ret <- filta06("IMG__&_G.PRN",bound32=bound,nbun=255,rfilt=0.1,ratmap=1,col=rich.color...
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#' #' Function to calculate quartile time series composition for Australian artists and produce a stacked area graph #' @import dplyr #' @import ggplot2 #' @importFrom magrittr %>% #' @importFrom janitor clean_names #' @param data The dataframe of Hottest 100 results to analyse #' @return an object of class ggplot whic...
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filename=commandArgs(trailingOnly = F) otutable_raw=read.csv(filename[6],check.names = F) colnames(otutable_raw)=sub("X","",colnames(otutable_raw)) colnames(otutable_raw)=gsub("\\.","-",colnames(otutable_raw)) maxl = length(otutable_raw) otutable_raw = otutable_raw[,c(maxl,1,9:(maxl - 1),2:8)] write.csv(otutable_raw,...
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\name{summary.ssgraph} \alias{summary.ssgraph} \title{ Summary function for \code{S3} class \code{"ssgraph"} } \description{ Provides a summary of the results for function \code{\link{ssgraph}}. } \usage{ \method{summary}{ssgraph}( object, round = 2, vis = TRUE, ... ) } \arguments{ \item{object}{ An object of \...
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#Downloading the files if(!file.exists("./data")){dir.create("./data")} fileUrl <- "https://d396qusza40orc.cloudfront.net/getdata%2Fprojectfiles%2FUCI%20HAR%20Dataset.zip" download.file(fileUrl,destfile="./data/Dataset.zip") unzip(zipfile="./data/Dataset.zip",exdir="./data") project_files <- file.path("./data" , "UCI...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/query_builder_wrappers.R \name{QueryBuilder} \alias{QueryBuilder} \title{Construct a QueryBuilder object given a compilation and one or regions.} \usage{ QueryBuilder(compilation, regions) } \arguments{ \item{compilation}{A single string cont...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/customSqlFunctions.R \name{db_drop_tables} \alias{db_drop_tables} \title{Drop multiple tables in Oracle database} \usage{ db_drop_tables(con, tables, force = FALSE, ...) } \arguments{ \item{con}{Connection} \item{tables}{Character vector wit...
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\name{AlonDS} \docType{data} \alias{AlonDS} \title{Alon Colon Cancer Data Set} \description{This data set was collected by Alon \emph{et. al.} and consists of 2000 genes measured on 62 patients: 40 diagnosed with colon cancer and 22 healthy patients. The patient status is described by the factor \sQuote{grouping} a...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ld_matrix.R \name{ld_matrix_local} \alias{ld_matrix_local} \title{Get LD matrix using local plink binary and reference dataset} \usage{ ld_matrix_local(variants, bfile, plink_bin, with_alleles = TRUE) } \arguments{ \item{variants}{List of var...
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#' Calculate selection statistics (LD) and perform exploratory analyses #' for two sets of variants via R snpStats package #' https://bioconductor.org/packages/release/bioc/manuals/snpStats/man/snpStats.pdf #' @param hcInDir (char) path to files with high-confidence pathway SNP lists #' @param lcInDir (char) path to f...
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#rm(list = ls()) setwd("C:/Bharti/PhD data/Analysis/Chapter2_2Nov17") library(sdmpredictors) library(raster) library(sp) library(rgdal) library(maps) library(rgeos) library(dismo) library(dplyr) library(Hmisc) library(ggplot2) library(devtools) library(digest) library(rJava) library(geosphere) library(stringr) library(...
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library(tidyverse) ## Read in file #bankfull <- read.table("bank-additional-full.csv",header=TRUE,sep=";") #bankfull <- read_delim("bank-additional-full.csv", delim = ";", col_types = "iccccccccciiiicdddddc") #bankfull <- read_delim("bank-additional.csv", delim = ";", col_types = "iccccccccciiiicdddddc") bankfull <- r...
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library(RUnit) source("~/software-projects/r-nhm-stock-creator/ehcs/cases.R", chdir=T); test.floor.construction <- function(){ checkEquals("SOLID", groundfloor.construction.type(NA,NA)) checkEquals("SOLID", groundfloor.construction.type("Yes",NA)) checkEquals("SOLID", groundfloor.construction.type("Yes","Yes"...
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library(ggplot2) ####v50,snr1#### simu1<-simulate(train=100,test=50,ptrain=100, v=50,betaper=0.1, snr=1, betamu=0,betasigma2=10,cons=10, rho=0, experiment=30) result1<-data.frame(Method=c("Lasso","PLasso"), set=...
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## ## ## Workshop #TBD: Food Consumption! ## ## Objective: TBD ## ## Authors: Calvin J. Munson ## ## Date: TBD ## ## ## # 1. Read in the data ----------------------------------------------------- food_consumption <- readr::read_csv('https://raw.githubusercontent.com/rfordatasci...
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#' @title Create bucket #' @description Creates a new S3 bucket. #' @template bucket #' @template acl #' @param headers List of request headers for the REST call. #' @param use_https True if connection is HTTPS and False if connection is HTTP #' @template dots #' @return \code{TRUE} if successful. #' @details Bucket po...
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install.packages('UScensus2010') library(UScensus2010) library(scales) library(rvest) library(readxl) edu <- read_excel('dobis.xlsx') url <- 'http://www.governing.com/topics/urban/gov-majority-minority-populations-in-states.html' pop <- url %>% read_html %>% html_nodes(xpath = '//*[@id="inputdata"]') %>% ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/make_names.R \name{make_docker_names} \alias{make_docker_names} \title{Generates a random name from the list of Docker adjectives and surnames.} \usage{ make_docker_names(n, retry = FALSE, sep = "_") } \arguments{ \item{n}{The number of rando...
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# sql_utils.r # # Utility functions for accessing data off MySQL database. # # Adrian Albert # # Last modified: November 2012. # -------------------------------------------------------- # Functions to perform query on database # ------------------------------------- require(RMySQL) # open MySQL connection db.conn ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/InfluensadataFHI.R \name{lagInfluDataFHI_flyttet} \alias{lagInfluDataFHI_flyttet} \title{Henter data og velger variabler for overføring til FHI} \usage{ lagInfluDataFHI_flyttet() } \value{ data } \description{ Henter data og velger variabler ...
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library(lars) # load data from csv file fireplaceData <- read.csv('/Users/adityanisal/Dropbox/ExtractedResultFiles/CSV/combined-fireplace.csv',header=TRUE, sep=",") # display data fireplaceData # remove "null" columns (columns with all 0s) fireplaceDataNonZero <- fireplaceData[,colSums(fireplaceData) !=0] fireplaceData...
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## The code below creates a special matrix object and then calculates ## and caches its inverse matrix ## The makeCacheMatrix function creates a special "matrix" with the form ## of a list , which stores the value of a matrix and its inverse makeCacheMatrix <- function(x = matrix()) { i <- NULL ...
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# Install the package if you never did install.packages("ggplot2") # Load the pacakge library(ggplot2) # Load the mpg dataset data("diamonds") #PROBLEM 1 #the data is skewed left and not noise. This means that more bin numbers better represent the datas trend. That and #Rices Rule is relativly simple k <- ceiling(2*(...
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# Libraries library(data.table) library(SeqArray) library(foreach) library(tidyverse) library(SNPRelate) library(seqinr) # set working directory setwd("/project/berglandlab/Karen/MappingDec2019/WithPulicaria/") # Load meta-data file samps <- fread("June2020/Superclones201617182019withObtusaandPulicaria_kingcorr_20200...
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context("reifyObject") source(file.path(system.file(package = "wyz.code.offensiveProgramming"), 'code-samples', 'classes', 'sample-classes.R')) obj <- list( MyEnv(), Bu_S3(), new('Person_RC', name = 'neonira'), new('Person_S4', name = 'neonira'), W...
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require("igraph") source("diffusion_distances.R") random.graph <- function(data, p){ n <- nrow(data) W <- zeros(n,n) for(i in 1:n){ sample <- runif(n) W[i,] = (sample <= p) } diag(W) <- 0 ## B <- graph.adjacency(W,mode="undirected",diag=FALSE) ## plot.igraph(B, layou...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/BAC_binom.R \name{BAC_binom} \alias{BAC_binom} \title{Bayesian Augmented Control for Binary Responses} \usage{ BAC_binom(yh, nh, n1, n2, y1.range = 0:n1, y2.range = 0:n2, n.chain = 5, tau.alpha = 0.001, tau.beta = 0.001, prior.type =...
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household_power_consumption <- read.csv("~/household_power_consumption.txt", sep=";") household_power_consumption$Date<-as.Date(strptime(household_power_consumption$Date,"%d/%m/%Y")) hcp<-household_power_consumption[household_power_consumption$Date=="2007-02-01"|household_power_consumption$Date=="2007-02-02",] hcp...
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# code for Modularity functions #' Louvain Algorithm on Undirected Signed Graphs #' #' The optimal community structure is a subdivision of the #' network into non-overlapping groups of nodes in a way that #' maximizes the number of within-group edges, and minimizes the #' number of between-group edges. The modularit...
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library(UsingR) data(galton) lmfit <- lm(child ~ parent, data = galton) predictChild <- function(parentHeight) { parent <- parentHeight new_data <- data.frame(parent) predict(lmfit, newdata = data.frame(parent)) } childmu <- mean(galton$child) shinyServer( function(input, output) { pred <- re...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/week_selection.R \name{week_selection} \alias{week_selection} \title{Smart selection of the weeks to simuate} \usage{ week_selection(current_it, mc_years, weeks, tmp_folder, exp_options) } \arguments{ \item{current_it}{list of curren...
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#Coursera Data Science Specialisation. R Programming Assignment 2. #These two functions together show how to create a matrix objet that can cache its inverse, #The functions allow the matrix to be displayed, and to get, set and cache the inverse #create a special matrix object that can cache its inverse makeCacheMat...
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# Pre-analysis setup # Clear all data from previous runs rm(list=ls()) # Load required packages library(dplyr) library(tidyr) library(lubridate) library(zoo) # Set working directory setwd("C:/Users/Michael/Desktop/R_code/2oProd_code/Spider_analyses_20Mar2017") # Import Biomass table from "data" folde...
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#' @import shiny app_server <- function(input, output, session) { # reactive(if(is.null(input$scalingfactor)){ # scalingfactor <- 1 # }) output$distPlot <- renderPlot({ plot_prior_post(alpha = input$alpha, beta = input$beta, nsuccess = input$nsuccess, ntrials =...
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library(devtools) library(mice) library(sta3262) get_individual_project_country("AS2018577") library(coronavirus) data(coronavirus) head(coronavirus) tail(coronavirus) unique(coronavirus$country) library(tidyverse) library(magrittr) coronavirus #Data Cleanung coronavirus1=subset(coronavirus,select = -pro...
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#!/usr/bin/env Rscript VERSION <- "1.0" DEFAULT_MIN_LEN <- 0 DEFAULT_VERBOSE <- FALSE suppressPackageStartupMessages({ library(argparse, quietly = TRUE) library(seqinr, quietly = TRUE) }) parser <- ArgumentParser(description = "Print FASTA stats") # nolint parser$add_argument("fasta_files", ...
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\encoding{latin1} \name{viterbiTraining} \alias{viterbiTraining} \title{Inferring the parameters of a Hidden Markov Model via Viterbi-training} \description{ For an initial Hidden Markov Model (HMM) and a given sequence of observations, the Viterbi-training algorithm infers optimal parameters to the HMM. Viterbi-...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/rocTree_pkg.R \docType{package} \name{rocTree-package} \alias{rocTree-package} \alias{_PACKAGE} \title{rocTree:Receiver Operating Characteristic (ROC)-Guided Classification Survival Tree and Ensemble.} \description{ The \code{rocTree} package...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/subgroup_tree.R \name{subgroup_tree} \alias{subgroup_tree} \title{subgroup detection tree} \usage{ subgroup_tree(response, treated, X, direction = c("max", "min"), ...) } \arguments{ \item{response}{numeric outcome of interest} \item{treated...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/conTemporal.R \name{conTemporal} \alias{conTemporal} \title{conTemporal} \usage{ conTemporal(traj, units = "auto") } \arguments{ \item{traj}{an object of the class \code{ltraj} which is output from the function \code{conPhase}.} \item{units}...