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# App developed my Data Cube Solutions # contactdatacube@gmail.com / molo.andrew@gmail.com # Data is reproducible # https://stackoverflow.com/questions/54914541/global-r-dont-start/66802176#66802176 library(easypackages) libraries("shiny","shinydashboard","tidyverse","lubridate", "plotly","Rcpp","shinyjs","rsconnect...
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setMethodS3("extractCopyNumberRegions", "profileCGH", function(object, ...) { # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # Validate arguments # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - pv <- object$profileValues; # - - - - - - - - - - - - - - - - - - - ...
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source('MOAB_main/Benchmark_HD_LD.R') Raw=readRDS('TCGA_adeno/data/AllX') PointLab=readRDS('TCGA_adeno/data/nodelabs') ######### #tSNE ######## #read in data tEmbed=readRDS('TCGA_adeno/Embeddings/tSNE') kVals=c(10,25,50,75,100,200,300) kMat_tSNE=matrix(0,nrow=length(kVals),ncol=30) for(i in 1:length(kVals)){ print('...
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#' @title Create a chart of the Base Interest Rate (SELIC) time series #' #' @description Creates a plot of series 4189 #' #' @return An image file is saved in the 'graphs' folder, under the BETS installation directory. #' @importFrom zoo as.Date as.yearqtr #' @importFrom forecast ma #' @importFrom utils read.csv #...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Transformation.R \name{trans} \alias{trans} \title{Transformation function - DM} \usage{ trans(factor, m) } \arguments{ \item{factor}{see details} \item{m}{number of Likelihoods} } \value{ returns a matrix with the sigma,Gamma and theta matr...
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## exemple rapports par région ## Stephane - 10/2/21 ##---- mock individual data ---- nregfr <- 18 ## france ndptfr <- 101 netab <- 4 k <- 3 # nb region region <- LETTERS[1:k] set.seed(123) { ndpt_par_region <- rpois(k, ndptfr/nregfr) reg <- rep(region, ndpt_par_region) dep <- paste0(reg, sequence(ndpt_par_regi...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Seguridad.R \name{crear_subgrafo_inducido} \alias{crear_subgrafo_inducido} \title{Subgrafo inducido.} \usage{ crear_subgrafo_inducido(grafo, lonMuestra) } \arguments{ \item{grafo}{grafo que se quiere muestrear .} \item{lonMuestra}...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/db-lib.R \name{getGitCommit} \alias{getGitCommit} \title{getGitCommit get the last git commit sha} \usage{ getGitCommit() } \value{ String with git commit sha } \description{ getGitCommit get the last git commit sha }
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#dataframe to raster install.packages("raster") length(df$measure1) library(raster) r2<-raster(nrows=100,ncols=100) r2 r2[]<-df$measure2[1:1000] plot(r2) r2 r1<-raster(nrows=100,ncols=100) r1 r1[]<-df$measure2[1:1000] plot(r1) r1 r12<-stack(r1,r2) r12 plot(r12[[1]]) r12[[1]] r12$new<-r12[[1]]*r12[[2]]^2 r12 rset<...
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# it works addBiasColumn <- function(X) { cbind(rep(1, nrow(X)), X) } addZeroColumn <- function(X) { cbind(rep(0, nrow(X)), X) } # it works costFunction <- function(X, thetas, y, rating) { prediction <- X %*% t(thetas) errorMatrix <- (prediction - y)^2 * rating 1/2 * sum(errorMatrix) } # it works gradient ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/pipeline_functions.R \name{load.exp.GEO} \alias{load.exp.GEO} \title{Download Gene Expression Series From GEO Database with Platform Specified} \usage{ load.exp.GEO( out.dir = NULL, GSE = NULL, GPL = NULL, getGPL = TRUE, update = FA...
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glm.out <- c(glm11.out, glm12.out, glm13.out, glm14.out, glm15.out) yp1 <- predict(glm11.out, propt1, type="response") yp2 <- predict(glm12.out, propt2, type="response") yp3 <- predict(glm13.out, scoret2, type="response") yp4 <- predict(glm14.out, scoret3, type="response") yp5 <- predict(glm15.out, scoret4, type="respo...
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library(data.table) ## reading data inputFile <- "household_power_consumption.txt" data <- read.table(inputFile, header=TRUE, sep=";", stringsAsFactors=FALSE, dec=".",na.strings='?') work_data <- data[data$Date %in% c("1/2/2007","2/2/2007") ,] # assign to variables datetime <- strptime(paste(work_data$Date, work_data...
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library(plotly) GDI = read.csv('GDI_tidied.csv', stringsAsFactors = T, header = T) HDI = read.csv('HDI_tidied.csv', stringsAsFactors = T, header = T) MPI = read.csv('MPI_tidied.csv', stringsAsFactors = T, header = T) MPI$Population_in_MDP_k = gsub(",", ".", MPI$Population_in_MDP_k) MPI$Population_in_MDP_k = as.numer...
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library(ragapi) library(ragrofims) context("test of calculation nutrient in products") test_that("Test Calculation of Nutrient Pipeline with empty table API v0291", { out <- get_agrofims_fertproducts(expsiteId= 6, format = "data.frame", server...
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Name <- c("a","b","c","d","e","f","g","h","i","j") Age <- c(22,43,12,17,29,5,51,56,9,44) Sex <- c("M","F","M","M","M","F","F","M","F","F") data1 <- data.frame(Name,Age,Sex,stringsAsFactors = FALSE) data1 data1$Sex <- as.factor(data1$Sex) str(data1) which.min(data1$Age) which.max(data1$Age) cumsum(data1$Age) cumprod(dat...
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# Split an input data set based on whether the respondant was nominated or not # Function: nomsplit nomsplit = function(x){ library(tidyr) nomYes = filter(x, x$Nominated == "yes") # separate nominated respondents nomNo = filter(x, x$Nominated == "no") # separate non-nominated respondents final = list(nom...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/checks.R \name{checkarg_file_name} \alias{checkarg_file_name} \title{Check if survey file specified in file_name exists} \usage{ checkarg_file_name(file_name) } \description{ Check if survey file specified in file_name exists } \keyword{inter...
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#Page 58 dataset_1<-c(40,38,42,40,39,39,43,40,39,40) dataset_2<-c(46,37,40,33,42,36,40,47,34,45) findrange=function(v){ range=max(v)-min(v) print(range) } findrange(dataset_1) findrange(dataset_2)
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/seq_scan_sim.R \name{seq_scan_sim} \alias{seq_scan_sim} \title{Perform scan test on simulated data sequentially} \usage{ seq_scan_sim( nsim = 1, nn, ty, ex, type = "poisson", ein = NULL, eout = NULL, tpop = NULL,...
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# Onboarding | Bullet Exercises # Another new feature we're introducing is the bullet exercise, which allows you to easily practice a new concept through repetition. Check it out below! # # Instructions 1/3 # 35 XP # 1 # Submit the query in the editor! Don't worry, you'll learn how it works soon. SELECT 'SQL' AS resul...
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library(randomForest) library(caret) library(ROCR) library(DMwR)# SMOTE more positive cases library(data.table) library(zoo) library(parallel) library(ggplot2) library(dplyr) detectCores() df <- fread("creditcard.csv") #### Exploratory analysis prop.table(table(df$Class)) summary(df) sum(is.na(df)) ##...
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#' CPEAT project reads #' #' This reads in the specified records of the CPEAT project. Currently under development, not all #' the metadata is parsed #' #' @param dataDir identify the download directory #' #' @return a list of data frames, the first data frame with the meta data and #' a second data frame with the r...
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library(readxl) library(ggplot2) library(exuber) library(MultipleBubbles) library(forecast) library(fBasics) library(VineCopula) library(rugarch) library(FinTS) library(urca) library(TSA) library(xts) library(pastecs) library(tseries) library(FinTS) library(car) library(lmtest) library(PerformanceAnalytics)#加载包 par(fam...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/fastq_processing.R \name{process_reads} \alias{process_reads} \title{Process Reads} \usage{ process_reads(go_obj, outdir, contamination_fasta, cores = 1) } \arguments{ \item{go_obj}{gostripes object} \item{outdir}{output directory for filter...
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file<- "https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2Fhousehold_power_consumption.zip" download.file(file, destfile= "data.zip",method="curl") unzip("data.zip") a<- read.table("household_power_consumption.txt",header=TRUE,sep=";",na.strings= "?",stringsAsFactors = FALSE) b<-a[a$Date== "1/2/2007",] b<-rbi...
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#Normalization functions for processing MEMAs #' Normalize the proliferation ratio signal to the collagen 1 values #' @param x a dataframe or datatable with columns names ProliferatioRatio #' and ShortName. ShortName must include at least one entry of COL1 or COL I. #' @return The input dataframe of datatable with a n...
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# this is a test script ## addition 1 + 2 ## multiplication 1 * 2 ## subtraction 1 - 2
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## Assignments Part2 for R-Programming Week3 ## @written by Youngok Kim, joylife052@gmail.com ## makeCacheMatrix creates a special "matrix", which is really a list containing ## a function to ## 1. set the value of the matrix ## 2. get the value of the matrix ## 3. set the value of the inverse matrix ## 4. get th...
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#' #' The function selects subgroups of samples based on different parameters which are listed in the sampledescription #' @param params: a list of sampledescription column names and associated values #' @combine: logical value indicating if the union (combine is TRUE) or the intersect (combine is FALSE) should be c...
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#limpio la memoria rm(list=ls()) #remove all objects gc() #garbage collection #Arbol elemental con libreria rpart require("data.table") require("rpart") setwd("~/buckets/b1/") #Establezco el Working Directory #cargo los datos de 202011 que es donde voy a ENTRENAR el modelo dtrain <- fread("./datasets...
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library(ggplot2) library(zoo) require(scales) library(plyr) x <- read.table("~/Projects/ALD/ALD_histogram.txt", header=FALSE) summary(x) fn <- function(x) x/sum(x) ### Normalise column V3 x.nor <- ddply(x, "V1", transform, V3norm=fn(V3)) ### SMOOTHING x$av <- ave(x.nor$V3norm, x.nor$V1, FUN= function(x) rollmean(x,...
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#===========================================================# # # # CURVES AND POINTS ANALYSES - ODONTOCETE FAMILIES # # # #===========================================================# #CH.2 -...
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library(testthat) test_check("STV")
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{hs5_hs2} \alias{hs5_hs2} \title{HS5-HS2 Concordance} \format{ A data frame with 5388 rows and 6 variables: \describe{ \item{HS5_6d}{6-digit HS5 Code} \item{HS5_4d}{4-digit HS5 Code} \item{HS5_2d}{2-digit HS5 ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data_cea_psa.R \docType{data} \name{df_cea_psa} \alias{df_cea_psa} \title{Cost-effectiveness results from probabilistic analysis} \format{A \code{data.frame} with with 2 rows, ane per strategy and 5 variables: \describe{ \item{Strategy}{Strat...
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#' Area, length, and distance #' #' @inheritParams geos_intersection #' #' @return #' - [geos_area()] computes areas for polygons, or returns 0 otherwise. #' - [geos_length()] computes the length of the boundary for polygons, or the length #' of the line for linestrings. #' - [geos_distance()] returns the smallest p...
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library(kook) library(plyr) library(TeachingDemos) library(deform) .x. <- sort(unique(c(-7:-3, seq(-3.90,3.90,by=0.15), 3:7))) su <- surface_displacement(.x.*1e3, C.=1e13, z_src=0.7e3) sut <- with(su, Tilt(x, z=uz)) sue <- with(su, Uniaxial_extension(x, X=ux)) F1 <- function(){ plot(c(NA,diff(ux)/diff(x),NA) ~ c(N...
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source("script.R") IRIS=read.table("../data/IRIS.tab") #data(IRIS) salida<-EXPERIMENT(IRIS) salida$e
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# linksDetailed<-reactive({ # req(input$linksDetailed) # df<-read.delim(input$linksDetailed$datapath, header = TRUE, sep = "") # print(df) # }) # #SERA LA TRADUCCION CON PROTEIN INFO # proteinInfo<-reactive({ # req(input$proteinInfo) # df<-read.delim(input$proteinInfo$datapath, header = TRUE, sep = "\t") # ...
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\name{BASICTOPOMAP} \alias{BASICTOPOMAP} %- Also NEED an '\alias' for EACH other topic documented here. \title{Basic Topogrpahy Map} \description{ Basic Topogrpahy Map } \usage{ BASICTOPOMAP(xo, yo, DOIMG, DOCONT, UZ, AZ, IZ, perim, PLAT, PLON, PROJ = PROJ, pnts = NULL, GRIDcol = NULL) } %- maybe also 'usage' for oth...
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library(shiny) library(shinydashboard) library(ggplot2) library(plotly) server <- function(input, output, session) { aggreggated_timeseries_data <- reactive({ selected_ctvs <- input$ctvs_select selected_packages <- input$packages_select date_slider <- input$year selected_from <- input$year[...
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## #This file is used for calculating transient boundary conditions ## #using universal kriging ###cov_model_sets = c('gaussian','wave','exponential','spherical') ###drift_sets = c(0,1) rm(list=ls()) library(geoR) library(rhdf5) source("codes/ert_parameters.R") H5close() options(geoR.messages=FALSE) input_folder...
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######################################################### ######################################################### #iii. Frequencies, Crosstabs and Descriptives ######################################################### ######################################################### getwd() # this function can be used to fi...
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# Exaxmple visualization script for Muses Material Survey Likert data # The actual graphs we want to produce will vary, depending on what we want to show # for a given presentation of the data. # # Benedict R. Gaster library(ggplot2) library(dplyr) library(sqldf) library(ggpubr) # Load Likert CSV files, appending a...
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#' @title Bias Correction #' @description Choose bias correction approach and generate bias correction data #' @param species_name (character) a valid taxon name, presumably a species name. #' @param target_rank (character) a taxon rank for the target group (optional). #' @param kingdom (character) the kingdom of the ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/debug.R \name{plot_rand_KLD} \alias{plot_rand_KLD} \title{plot_rand_KLD} \usage{ plot_rand_KLD(x, n = 12, log = TRUE, tail = FALSE) } \arguments{ \item{x}{haystack result.} \item{n}{number of genes from randomization set to plot.} \item{log...
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v = c() #creamos vector nu = c(0.5, 0.6) #vector l1 = c(FALSE, FALSE, TRUE) l2 = c(T, F) ch = c('a') it = 9:29 co = c(1+0i,2+4i) v = vector('numeric', length = 10) #otra forma para crear vectores. Vector de 10 columnas llenas de cero (1x10) v[1] = 5 v #auto-impresion print (v) #impresion explicita y = c(1.7, 'a')...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/analise.R \name{resumo_cba_por_iniciativa} \alias{resumo_cba_por_iniciativa} \title{resumo_cbr_por_iniciativa} \usage{ resumo_cba_por_iniciativa(resultados_cbr) } \arguments{ \item{resultados_cbr}{data.frame com resultados por iniciativa (na ...
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#date manipulaton done using lubridate package library(lubridate) #dataset reads entire table household <- read.table("household_power_consumption.txt", sep = ";", header = TRUE, colClasses = c("character", "character", "numeric", "numeri...
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# Mise à jour de votre espace de travail comme d'habitude setwd("D:/Dev/R") # On charge la variable que l'on avait précédemment enregistrée load("Data/resultat.RData") # Et on y applique un nouveau traitement nouveau_resultat <- (resultat + 3)^4 nouveau_resultat <- sqrt(nouveau_resultat) print(paste("Le n...
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## Create vector of Klay's prior shot, for use in analyzing whether the result ## of one shot influences the next shot. This function will be applied to longer ## shots (i.e. eliminating 'short' ones). It considers two factors in ## determining the prior shot. (1) Is it the start of a new game? If so, the ## prior sho...
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#!/usr/bin/env Rscript args = commandArgs(trailingOnly=TRUE) #************************************** #* CALCULATE POLYGENIC SCORES ** #************************************** source('~/height_prediction/scripts/PolygenicScore_v2.R') library("optparse") library(data.table) library(dplyr) library(biomaRt) library(p...
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require(ape) require(phangorn) require(treespace) publication_trees<- readRDS("publication_trees.rds") # reference tree obtained from https://github.com/johnlees/which_tree/blob/master/tree_compare.R listeria_realtr <- midpoint(read.tree(paste(sep="/","benchmark_trees/RealTree_Listeria.nwk"))) listeria_realtr...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/get_env_info.R \name{get_info} \alias{get_info} \title{get info} \usage{ get_info() } \description{ \code{\link{get_info}} displays environment info }
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#' download AOP data where vst data exists for specified year and site #' #' #' @inheritParams str_detect #' @return A list of dataframe #' @export #' @examples from_inventory_to_shp() #' @importFrom magrittr "%>%" #' @import neonUtilities, tidyverse, readr #' retrieve_aop_data <- function(data, year = 2019, ...
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setwd("C:/DATOS/MasterEIT/EntryYear/1Semester/IntelligentDataAnalysis/Labs/HomeDir") # Importing data set cars=read.table("cars-PCA.txt") colnames(cars)=c("mpg","cylinders","engine_displacement","horsepower", "weight","acceleration","model_year","origin","car_name") ##### # 1.2.1 ### a) C...
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\name{setRowHeight-methods} \docType{methods} \alias{setRowHeight} \alias{setRowHeight-methods} \alias{setRowHeight,workbook,character-method} \alias{setRowHeight,workbook,numeric-method} \title{Setting the height of a row in a worksheet} \description{ Sets the height of a row in a worksheet. } \usage{ \S4me...
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library(caret) library(doMC) library(glmnet) library(MASS) library(pROC) registerDoMC(8) load('training.RData') load('testing.RData') str(training) str(testing) load('pre2008Data.RData') load('year2008Data.RData') str(pre2008Data) str(year2008Data) fullSet <- names(training)[names(training) != "Class"] predCorr <- co...
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#' sensNumber Getter #' #' Get the sensitivity numbers for a `PharmacoSet` object #' #' @describeIn PharmacoSet Return the summary of available sensitivity #' experiments #' #' @examples #' data(CCLEsmall) #' sensNumber(CCLEsmall) #' #' @param object A \code{PharmacoSet} #' @return A \code{data.frame} with the number...
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run_analysis <- function(){ library(dplyr) # 1- read the test data frames from the three files in the test folder test_subject <- read.table("test/subject_test.txt") X_test <- read.table("test/X_test.txt") Y_test <- read.table("test/Y_test.txt") # 2- read the features from the feature file in th...
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# Adobe Experience Manager OSGI config (AEM) API # # Swagger AEM OSGI is an OpenAPI specification for Adobe Experience Manager (AEM) OSGI Configurations API # # OpenAPI spec version: 1.0.0-pre.0 # Contact: opensource@shinesolutions.com # Generated by: https://openapi-generator.tech #' ComAdobeGraniteQueriesImplHcQuer...
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#' @name lincomb #' @title Tests of contrasts #' #' Test the sum (S), the average (A), or the difference (D) of two effects from the same model. #' #' #' @param outp is the model object. For exmaple, summary(mod). It can be a gls or lme object. #' @param v1 is the number of the first effect. #' @param v2 is the number...
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library(e1071) set.seed(1) x = matrix(rnorm(20*2), ncol = 2) x y = c(rep(-1,10), rep(1, 10)) y x[y==1,]=x[y==1,] + 1 plot(x, col = (3-y)) dat = data.frame(x=x, y = as.factor(y)) head(dat) svmfit = svm(y~.,data = dat, kernel = "linear" , cost = 10,scale = FALSE ) plot(svmfit, dat)
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autoplot(elec) BoxCox.lambda(elec) autoplot(BoxCox(elec, lambda = 0.26)) ############################################################ # DATA TRANSFORMATION ########################################################### # Ajustamos datos de series temporales porque en gral, datos mas limpios y claros # nos llevan a una ...
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#' @title Gibbs sampling for beta-binomial distribution #' @description performs Gibbs sampling for beta-binomial distribution #' @param dt tibble #' @param B numeric, Default: 1000, number of iterations #' @param y.m string, Default: 'y.m', column with incomplete binary data #' @return complete dataset after B iterati...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/qtlSignTest.R \name{qtlSignTest} \alias{qtlSignTest} \title{Conduct the sign test for expression bias} \usage{ qtlSignTest(effect = NULL, trans.effect = NULL, verbose = T, ...) } \arguments{ \item{effect}{Signed cis-eQTL or allele-specific ex...
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### 2020/05/20 keonwoo Park ## Data Structure 2 ## 최단거리구하기 ####### Distance Table data_distance<-matrix(,nrow=5,ncol=5) data_distance[,]=Inf data_distance[1,2]=1 data_distance[1,3]=3 data_distance[1,5]=2 data_distance[2,1]=1 data_distance[2,3]=1 data_distance[3,2]=1 data_distance[3,1]=3 data_distance...
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# A FUNCTION THAT EXPORTS GRAPHS #---------------------------------- View(cars) Graphs <- function(data,var= 1:ncol(data), direct= "",tresh=10) #feed your working directry path into direct { setwd(direct) for (i in var) ...
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normalizer <- function(y, method.norm = "none", qnL = 0.03) { if (qnL <= 0.001 || qnL >= 0.999) stop("qnL must be within 0.001 and 0.999.") # Select a method for the normalization method.norm <- check.method(c("none", "luqn", "minm", "max", "zscore"), method.norm) # TODO Test meaningfulness of qnL ...
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library(dplyr) rm(list=ls()) if (!dir.exists('./figures')) { dir.create('./figures') dir.create('./figures/supplementary') dir.create('./figures/supplementary/NMDS_plants') } plant_rich <- read.csv('./data/Iverson_plant/allplants/richness_by_site.csv')%>% dplyr::mutate(Site= gsub(Site, pattern='Bla...
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############################################ ##### Step 2: Kmeans clustering ##### ############################################ ## random try sdortmundk5<- kmeans(sdortmund, centers = 5, nstart = 100) pairs(sdortmund, col=sdortmundk5$cluster, pch=clusym[sdortmundk5$cluster]) sdortmundk5$centers ## the means (sca...
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i<-1; set_test<-list(); for (i in 1:25){ temp<-1; len<-length(test[[i]][2]$date); ##################################################test ########################################attribute ##################################wifi,noise wifi<-test[[i]][[3]]$Wi.Fi; temp[wifi=="paid"]<-0; temp[wifi...
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library(tsDyn) mod.lstar <- lstar(log10(lynx), m=2, mTh=c(0,1), control=list(maxit=3000)) mod.lstar deviance(mod.lstar) c(AIC(mod.lstar),BIC(mod.lstar)) mod.lstar2 <- lstar(log10(lynx), m=1, control=list(maxit=3000)) mod.lstar2 deviance(mod.lstar2) c(AIC(mod.lstar2),BIC(mod.lstar2)) ## include: none mod.lstar_noCons...
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\name{bootmatch} \alias{bootmatch} \title{Bootstrap treatment units for propensity score analysis} \usage{ bootmatch(Tr, Y, X, M = 100, ratio = 3, nstrata = 5, sample.size = (ratio * min(table(Tr))), ...) } \arguments{ \item{Tr}{numeric (0 or 1) or logical vector of treatment indicators.} \item{Y}{vector o...
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# 데이터 불러 오기 chfls<-read.csv("CHFLS.csv",header=T) str(chfls) table(chfls$R_happy) xtabs(~R_happy,data=chfls) barplot(table(chfls$R_happy)) # somewhat happy가 가장 많고 very happy가 # 그 다음으로 많다. 전체적으로 not too happy와 # very unhappy의 비율이 높지 않다. # 건강상태 vs. 행복정도 table(chfls$R_health) barplot(table(chfls$R_health)) # not go...
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## This R script will create Plot3 of he Assignment 1, ## Global Active Power usage between 2007-02-01 and 2007-02-02 ## The print statements provide a clue as to what steps are ## to be executed. ## ## The datafile must already exist in a relative directory "../data" ## ## To execute: > source("plot3.R") ## ## This i...
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### All required functions for using ESS ### Functions related to Wood and Chan algorithm of drawing samples ### MH for sampling from \nu and \ell ### Covariance matrix and design matrix (using basis function) are also defined ### And all related and dependant functions are here ### Required libraries: library(...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Inflacja.R \docType{data} \name{Inflacja} \alias{Inflacja} \title{Monthly inflation rates in Poland} \format{ A data frame with 195 observations on the following 6 variables. \describe{ \item{year}{Year} \item{month}{Month} \item{infl1}{a tim...
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# read sensor data sensor_data<-function(category) { # read the column names qfile_name <- file.path(".", paste("features", ".txt",sep="")) col_names <- read.table(qfile_name, header=FALSE, as.is=T, col.names=c("MeasureID", "MeasureName")) #read sensor data qfile_name <- file.path(category, paste(...
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#!/usr/bin/env Rscript ## fragment_type_selection ## 2017 CPCantalapiedra library(data.table) # Read command line arguments args = commandArgs(trailingOnly=TRUE) if (length(args)==2) { frag_file = args[1] # bed file frag_types_file = args[2] } else { stop("At least one argument must be supplied (input file).n...
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# ---------------------------------------- # -- PROGRAM server_local.R -- # ---------------------------------------- # USE: Session-specific variables and # functions for the main reactive # shiny server functionality. All # code in this file will be put into # the framework inside the ...
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#test script x <- 1:10 y <- mean(x) z <- var(x)
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# FRASER ET AL - FIGURE S10 # ## LOAD LIBRARIES #### library(tidyverse) library(survival) library(survminer) ## LOAD AND TIDY DATA - CPCG #### CPCG_ZNRF3_OUTCOME_ADJUSTED_PGA <- readRDS("/Users/michaelfraser/OneDrive/Work/Manuscripts/2020/ZNRF3/FINAL/Nature Cancer/Data and Code/CPCGENE.OUTCOME.ADJUSTED.PGA.rds") x ...
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#compute the lower boundary crossing probabilities given the design, under H0. #asymprob2(n.I,lowerbounds,K) asymprob2<-function(n.I,lowerbounds,K){ sigma=matrix(0,K,K) #the covariance matrix of multivariate normal distribution. for(i in 1:K){ for(j in 1:K){ sigma[i,j]=sqrt(n.I[min(i,j)]/n.I[max...
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#' get_friends #' #' @description Requests information from Twitter's REST API #' regarding a user's friend network (i.e., accounts followed #' by a user). To request information on followers of accounts #' #' @param user Screen name or user id of target user. #' @param page Default \code{page = -1} specifies first...
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distdir.R
#### distdir #### # this function calculates distance in meters and direction in degrees from an origin (origin) to a destination (input) # this function is dependent on geosphere, dplyr, and sf # written by kufre u. distdir <- function (input, origin, prefix = "") { library(geosphere) library(dplyr) library...
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## Read the data and subset data from the dates 2007-02-01 and 2007-02-02 data <- read.table("./Data/household_power_consumption.txt", header = TRUE, sep = ";", stringsAsFactors = FALSE) library(dplyr) wData <- filter(elecData, Date == "1/2/2007" | Date == "2/...
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convert_to_snake_case <- function(string) { string %>% stringr::str_to_lower() %>% stringr::str_replace_all("\\.", "_") } is_empty <- function(data_frame) { nrow(data_frame) == 0 }
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## makeCacheMatrix creates an object that contains functions to ## set the value of the matrix, get the value of the matrix, ## set the inverse of the matrix, and get the inverse of the matrix. ## cacheSolve checks if the inverse of the matrix has been calculated. ## If so, fetch it from the cache, otherwise calcul...
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# install IPAQlong install.packages("devtools") devtools::install_github("Mariana-plr/IPAQlong") library("IPAQlong") # generate example data (IPAQ long form): participants in rows, questions 1:25 (parts 1-4) in columns data <- matrix(NA,nrow = 3, ncol = 25) data[,1] <- c(1,1,1) # response to question 1 is either ye...
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# # This is the user-interface definition of a Shiny web application. You can # run the application by clicking 'Run App' above. # # Find out more about building applications with Shiny here: # # http://shiny.rstudio.com/ # library(shiny) library(ggplot2) #calculate percentiles library(plyr) fluidPage( header...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/computeSIR.R \name{computeSIR} \alias{computeSIR} \title{computeSIR Compute susceptible, Infected and Removote at a given time} \usage{ computeSIR(alpha, beta, initSusc, timeOfSpread) } \arguments{ \item{alpha}{infection rate} \item{beta}{re...
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setwd("F:\\") df <- read.table("ggevent.log", sep = ",", header = FALSE) #(giving names to the columns) colnames(df)<-c("ai5","x","y","sdkv","event","ts","z","timestamp","game_id") library(dplyr) #(removing columns which are not required further) df1<-select(df, -x, -y, -z, -sdkv, -ts, -game_id) library(string...
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filter_state.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/states.R \name{filter_state} \alias{filter_state} \title{Filter a \code{states} Spatial object for only those states matching the contents of the \code{state} vector.} \usage{ filter_state(states, state) } \arguments{ \item{states}{object ret...