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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/sumRaster.R \name{sumRaster} \alias{sumRaster} \title{Sum of raster within polygon} \usage{ sumRaster(rast, poly) } \arguments{ \item{rast}{A raster object of class RasterLayer.} \item{poly}{A spatial polygon object of class SpatialPolygons....
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# Consolidate phyto data library(readxl) library(plyr) library(lubridate) source('R/read_excel_allsheets.R') source('R/g_legend.R') # Project folder where outputs are stored dropbox_dir<-'C:/Dropbox/USBR Delta Project' #Where data come from google_dir<-'C:/GoogleDrive/DeltaNutrientExperiment' PhytoFiles<-list.file...
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power <- read.csv("household_power_consumption.txt", sep=";", na.strings="?", as.is=c("Date","Time")) datea <- "1/2/2007" dateb<-"2/2/2007" powerseta <- subset(power, Date == datea) powersetb <-subset(power,Date==dateb) powerset <- rbind(powerseta,powersetb) attach(powerset) #### #problem 4 png(file="plot4.png", widt...
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# funkcja ustawiająca opcje konfiguracyjne knitr-a, # tak by bardziej odpowiadały naszym potrzebom #' @import knitr konfigurujKnitr = function(){ opts_chunk$set( 'error' = FALSE, 'warnings' = FALSE, 'message' = FALSE, 'echo' = FALSE, 'results' = 'asis' ) if(!is.null(opts_knit$get('rmarkdown.pandoc.to')...
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\name{cnaPanCO} \alias{cnaPanCO} \docType{data} \title{ DNA CNV (germline) and CNA (tumor) data for the TCGA Colon Cancer Subjects } \description{ Per-Gene DNA Copy Number Variation (germline) and Copy Number Alteration (tumor) data for the TCGA Colon Cancer Subjects } \usage{data("cnaPanCO")} \format{ A data frame w...
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#### Suppl.Figure for SAAV chapter (OmicCircos plot) options(stringsAsFactors = F) library(OmicCircos) library(readxl) setwd("C:/Users/User/PhD/MM_segundo/") excelfile <- "SAAV_chapter_SupplTable_final.xlsx" Verified.SAAVs <- as.data.frame(read_xlsx(excelfile, sheet=2)) Verified.SAAVs$Name <- paste(Verified.SAAVs...
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\name{readFastaFile} \alias{readFastaFile} \alias{writeFastaFile} \alias{aa2arabic} \alias{string2arabic} \alias{fastaFile2arabicFile} \alias{selexFile2arabicFile} \alias{stringList2arabicFile} \alias{arabic2arabicFile} \alias{readSelexFile} \alias{readSelexAsMatrix} \alias{arabic2fastaFile} \alias{readAr...
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# Duke University Law Appeals Analysis # Review of 2019-12-03 LexisNexis Data # Followup issues to report, resulting from 2019-04-16 team meeting options(max.print=1000) # number of elements, not rows options(stringsAsFactors=F) options(scipen=999999) options(device="windows") library(ggplot2) #library...
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# Version of May 26, 2012. Re-checked on 2015 May 08. # John K. Kruschke # johnkruschke@gmail.com # http://www.indiana.edu/~kruschke/BEST/ # # This program is believed to be free of errors, but it comes with no guarantee! # The user bears all responsibility for interpreting the results. # Please check the webpage a...
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# Required libraries library(lubridate) library(beanplot) library(doBy) library(modeest) library(plyr) library(psych) # We can each add in our working directories here - just un# and # as you check code out and back in # setwd("C:/Users/Jim Braun/My Documents/Predict 498 Capstone/Data Mining Cup") # # # # Read in dat...
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library(leaflet) m <- leaflet() dat <- addTiles(m) ##Test Beijing addMarkers(dat,lng=116.391, lat=39.912, popup="Beijing") ##Test Major cities in China ##https://zh.wikipedia.org/wiki/%E4%B8%AD%E8%8F%AF%E4%BA%BA%E6%B0%91%E5%85%B1%E5%92%8C%E5%9C%8B%E5%9F%8E%E5%B8%82%E4%BA%BA%E5%8F%A3%E6%8E%92%E5%90%8D dat1 <- read.csv(...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/classification.R \name{new_classification} \alias{new_classification} \title{Minimal classfication constructor} \usage{ new_classification(taxonomy = taxonomy(), instances = integer()) } \arguments{ \item{taxonomy}{A \code{\link[=taxonomy]{ta...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/test_goodness_of_fit.R \name{test_goodness_of_fit} \alias{test_goodness_of_fit} \title{Test goodness of fit} \usage{ test_goodness_of_fit(observed, predicted, bycolumn = FALSE, droptimecol = TRUE) } \arguments{ \item{observed}{A vector or mat...
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plotBarChart <- function(data,x,title,y=x,h=5,w=5,facet=FALSE,professional=FALSE,color=FALSE) { require(ggplot2); require(ggthemes); # if x is numeric, cut into quantiles, then store as factor; else, factor x if (is.numeric(data[[x]])) { quant <- quantile(data[[x]]) data[[x]] <- factor(cut(data[[x]],quant))...
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% Auto-generated documentation for function textTable.ftable % 2021-06-02 11:12:19 \name{textTable.ftable} \alias{textTable.ftable} \title{Create a \code{texttable} from an \code{ftable} } \description{ Create a \code{textTable} object representing a flattened multiway contingency table. } \usage{ \method{textTable}...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/parse_legacy.R \name{parse_catch_legacy} \alias{parse_catch_legacy} \title{Parse legacy Excel data into data frame} \usage{ parse_catch_legacy(legacy) } \arguments{ \item{legacy}{List which contains \itemize{ \item{fname} \item{spcs} \item{ye...
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context("tau") test_that("tau", { expect_equal(tau(set1$x, set1$y), .9111, tolerance = 5e-5) expect_equal(tau(set2$x, set2$y), .2889, tolerance = 5e-5) expect_equal(tau(set3$x, set3$y), -.6889, tolerance = 5e-5) # check symmetry expect_equal(tau(set1$y, set1$x), .9111, tolerance = 5e-5) expect_equal(tau(s...
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#' @importFrom purrr map fixDates <- function(...) { dots <- list(...) # if ... was a single list, then we need to just select the first item of dots if (length(dots) == 1 && is.list(dots[[1]])) dots <- dots[[1]] purrr::map(dots, convertDateToString) }
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# optVoicing.R # ============================================================================= # Daniel Duran # Albert-Ludwigs-Universität Freiburg, Germany # daniel.duran@germanistik.uni-freiburg.de # http://simphon.net/ # # ============================================================================= # ...
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{ data_funnel <- data.frame(description = c("Website visits", "Downloads", "Requested price list", "Contaced for more info", "Purchased", "Contacted for support", ...
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createLocalList <- function(filter, method = c("2Param", "LR"), lengths = if (method == "LR") 1:20 else 1:65) { if (!is(filter, "lowpassFilter")) { stop("filter must be an object of class 'lowpassFilter'") } method <- match.arg(method) if (!is.numeric(lengths) || any(!is.fi...
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# 1 Overview and Introduction # 1.1 Library imports # Make sure the user has the required packages if(!require(tidyverse)) install.packages("tidyverse", repos = "http://cran.us.r-project.org") if(!require(caret)) install.packages("caret", repos = "http://cran.us.r-project.org") if(!require(data.table)) install.packages...
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# Exploratory Data Analysis # Project 1 # March 4, 2015 # setwd("~/Documents/Coursera/Exploratory Data Analysis") # download data from https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2Fhousehold_power_consumption.zip # unzip in my working directory # read into R powerdata <- read.csv("~/Documents/Coursera/Explorato...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utils.R \name{createTidyFromMatrix} \alias{createTidyFromMatrix} \title{Create a tidy table from Ppr and Tpr vectors} \usage{ createTidyFromMatrix(ppr_vector, tpr_vector, correlation) } \arguments{ \item{ppr_vector}{a pseudo-reduced ...
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#The data used for analysis in this notebook is from the dataframe train_edited.csv which was cleaned by Tomas Bencomo. # Further description about how the file was cleaned can be found in his notebook. # Import necessary libraries library(ggplot2) # import the data df <- read.csv('datasets/train_edited.csv') head(d...
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# Using real credit card data from Dal Pozzlo library(dplyr) library(caret) library(DMwR) #SMOTE library(purrr) library(pROC) library(gbm) library(PRROC) library(caTools) set.seed(2142) ########################################################################### ############################### BankSim data ############...
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\name{tsal.boot} \alias{tsal.boot} \alias{tsal.bootstrap.errors} \alias{tsal.total.magnitude} \title{Bootstraps methods for Tsallis Distributions} \description{ Bootstrap functions. } \usage{ tsal.bootstrap.errors(dist=NULL, reps=500, confidence=0.95, n=if(is.null(dist)) 1 else dist$n, shape=if(is.null(dist)...
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library(rbenchmark) library(pestim) dtriang2 <- function(x, xMin, xMax, xMode){ if (any(xMin > xMax)) stop('xMax must be greater than xMin.') if (!(all(xMode >= xMin) & all(xMode <= xMax))) stop('xMode must be between xMin and xMax.') n <- length(x) if (length(xMin) == 1) xMin <- rep(xMin, n) if (length(...
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# This R file contains the functions corresponding to Program Assingment # 02 from the R Programming course # The maing goal is to learn about the <<- operator # This function creates a special kind of matrix that can # cache its inverse and call it in order to avoid unecessary # computations makeCacheMatrix <- func...
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## makeCacheMatrix is a function that creates a special function with a ## characteristics to be able to return a solved matrix obtaining it the ## from the cache. To do that, after must apply the cachesolve function. ## the first function has several parts: ## Firstly, It assign a value NULL for "slv". ## Secondly,...
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MRHCA_IM_compute_full_pub_new<-function(data_CORS_cancer,list_c,IM_id_list,immune_cell_uni_table=marker_stats20_uni,step_size0=20) { MR_M<-list_c[[1]] cor_c<-list_c[[2]] down_lim<-list_c[[3]] print("Compute MR IM genes") MR_IM_result_c<-list() print(nrow(MR_M)) s...
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#' Calculation of Unit Probability Mass #' #' \code{UPM} calculates Unit Probability Mass for an interval (a, b) when the Underlying distribution is beta or mixture of two beta distributions. #' @import stats #' @param a,b Range Parameters between which UPM is needed to be calculated. #' @inheritParams weights_formulat...
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##################### ##### Optimize ##### ################### library(tidyverse) ### final step: ## we now have final discounted values for each package for this plot, now select the package with the lowest CPU relative_carb <- read_csv("output_data/relative_carb_og_05.csv") price <- 200 ## new method for selectin...
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# set directory to where the RNA and Clinical folders are setwd("/Users/federicomatteo/Downloads/") library(survival) # read RNA file rna <- read.table('RNA/KIRC.rnaseqv2__illuminahiseq_rnaseqv2__unc_edu__Level_3__RSEM_genes_normalized__data.data.txt',nrows=20533, header=T,row.names=1,sep='\t') # and take off first r...
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## Fichier: 2017pc4ds-trump.r ## Etudian : D. Trump ## Description : Rendu de l'examen du PC4DS 2017 ## Date : 26 janvier 2017 rm(list = ls()) ################################################################################ #### #### ####...
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suppressPackageStartupMessages(library(scater)) suppressPackageStartupMessages(library(dplyr)) suppressPackageStartupMessages(library(readr)) suppressPackageStartupMessages(library(aargh)) suppressPackageStartupMessages(library(purrr)) suppressPackageStartupMessages(library(cowplot)) plot_switchde_results <- function...
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library(ggplot2) library(reshape) source("TEST-DEMOFunctions.R") PlantLAT <- 39.28682 PlantLON <- -96.1172 Dispersion <- read.delim("JEC-10000m2.txt", header = TRUE, sep = "") Origin_Dispersion <- ShiftToOrigin("S", Dispersion, PlantLAT, PlantLON) Functions <- c("ShiftDispersion", "RotateDispersion", "RadialDilation...
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# Figure 5 and analysis # meta_analysis_functional_data.R ####################################### # functions and libraries library(metafor) library(dplyr) library(ggplot2) # plot library(ggpubr) # plot # https://stats.stackexchange.com/questions/30394/how-to-perform-two-sample-t-tests-in-r-by-inputting-sample-statist...
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\name{resettestFrontier} \alias{resettestFrontier} \title{RESET test for Stochastic Frontier Models} \description{ Generalized Ramsey's RESET test (REgression Specification Error Test) for misspecification of the functional form based on a Likelihood Ratio test. } \usage{ resettestFrontier( object, power...
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在线预览 http://qiqi.bling.ink 博客系统 为了熟悉Node.js,熟悉现代前端开发使用的各种工作流工具,我开发了这个博客系统。 工程目录结构: ├── README.RD ├── client │   ├── blogpost.js │   ├── main.js │   └── utils.js ├── common │   ├── common.js │   └── config.js ├── error.html ├── gulpfile.js ├── jsconfig.json ├── package.json ├── resources │   ├── css │   ├── img │   └...
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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/ # ## An app to calculate the length of hypotenuse of a isosceles right triangle ## ...
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require(Hmisc) x <- spss.get("session3/ZA5240_v2-0-0.sav") ## y <- stata.get("data/ZA5240_v2-0-0.dta") ## the column V417 contains the net income, ## calculate the mean using the mean() function! ## What is the problem? nrow(x) ncol(x) mean(x$V417,na.rm = T) mean(x$V417,trim=0.05,na.rm = T) ## summarize the net...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/cdf.Z.R \name{cdf.Z} \alias{cdf.Z} \title{Evaluate the inverse Laplace-Stieltjes transform of a copula's generator} \usage{ cdf.Z(cop, z) } \arguments{ \item{cop}{The copula} \item{z}{Argument to the inverse Laplace-Stieltjes tran...
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getData <- function(){ dataPlace <- read.csv("./data/household_power_consumption.txt", sep=";", header=TRUE) dataPlace["Date"] <- as.Date(strptime(dataPlace[,"Date"], format="%d/%m/%Y")) dataPlace <- dataPlace[dataPlace[,"Date"]<="2007-02-02" & dataPlace[,"Date"]>="2007-02-01",] dataPlace$Time <-as.POSIXct( st...
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##' Sample meteorological ensembles ##' ##' @param settings PEcAn settings list ##' @param nens number of ensemble members to be sampled ##' ##' @export sample_met <- function(settings, nens=1){ # path where ensemble met folders are if(length(settings$run$inputs$met[["path"]]) == 1){ path <- settings$run$inp...
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library(foreign) library(MASS) library(dplyr) library(ggplot2) library(readxl) ###데이터 재가공(점수형으로 변환) ##2015년 df.wr.2015 <- raw_welfare.2015 df.wr.2015 <- rename(df.wr.2015, sex=h10_g3,#성별 area=h10_reg7, #지역코드 birth=h10_g4, #태어난 년도 edu...
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paletteFunc <- colorRampPalette(c('red', 'blue')); palette <- paletteFunc(8); barplot(1:8, col=palette);
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/chargeCalculations.R \name{chargeCalculationGlobal} \alias{chargeCalculationGlobal} \title{Protein Charge Calculation, Globally} \usage{ chargeCalculationGlobal( sequence, pKaSet = "IPC_protein", pH = 7, plotResults = FALSE, include...
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skip_on_cran() tests.home <- getwd() setwd(tempdir()) test_that("collectStrays work as expected", { xdet <- list(Test = example.detections[1:5, ]) colnames(xdet[[1]])[1] <- "Timestamp" collectStrays(input = xdet) expect_true(file.exists("temp_strays.csv")) output <- read.csv("temp_strays.csv") expect_equal(nrow...
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library(deSolve) parameters <- c(a = -8/3, b = -10, c = 28) state <- c(X = 1, Y = 1, Z = 1) Lorenz <- function(t, state, parameters){ with(as.list(c(state, parameters)), { #rate of change dX <- a*X + Y*Z dY <- b * (Y-Z) dZ <- -X*Y + c*Y - Z ...
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#' Batch Files #' #' Gets the names of the files that are remaining to be processed by #' [batch_run()]. #' #' [batch_completed()] can be used to test if there are any #' files remaining. #' #' @inheritParams batch_config #' @inheritParams batch_run #' @return A character vector of the names of the remaining files. #' ...
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library(breathtestcore) ### Name: read_breathid ### Title: Read BreathID file ### Aliases: read_breathid ### ** Examples filename = btcore_file("350_20043_0_GER.txt") # Show first lines cat(readLines(filename, n = 10), sep="\n") # bid = read_breathid(filename) str(bid)
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# ----------------------------------------------------------------------------- # 基本图形化展现 # ClusterCenters # ----------------------------------------------------------------------------- # 运行方法: 在R环境中,使用下面语句 # 修改 中的这两个语句 # dataSetID <- "s01" # s98 # 创建图形输出目录 s01_ClusterCenters # 执行 - linux版本 # sourc...
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context("Likelihood Functions") test_that("likelihood approximations are exact when m = n-1", { n1 <- 12 n2 <- 12 n <- n1*n2 locs <- as.matrix( expand.grid( 1:n1, 1:n2 ) ) ord <- order_maxmin(locs) locsord <- locs[ord,] m <- n-1 NNarray <- find_ordered_nn(locsord,m=m) NNlist <- gr...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/gdhFunctions.R \name{getSites} \alias{getSites} \title{getSites (gdh.db.in package)} \usage{ getSites(con, siteCode = NULL, featureType = NULL, north = NULL, south = NULL, east = NULL, west = NULL) } \arguments{ \item{con}{Conexión a base d...
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#Loading test data X_test<-read.table("X_test.txt",sep="") y_test<-read.table("y_test.txt",sep="") subject_test<-read.table("subject_test.txt",sep="") test.data.set<-cbind(subject_test,X_test,y_test) #Loading training data X_train<-read.table("X_train.txt",sep="") y_train<-read.ta0ble("y_train.txt",sep="") subject_tra...
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read.csv("/Users/shrilekha/Desktop/Kaggle/Titanic/train.csv", header = TRUE) train = read.table("/Users/shrilekha/Desktop/Kaggle/Titanic/train.csv", header = TRUE, sep = ",") train test = read.table("/Users/shrilekha/Desktop/Kaggle/Titanic/test.csv", header = TRUE, sep = ",") test head(train) str(train) install.packag...
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repeat_parts <- function(part_keys, n) { map2(part_keys, n, ~ rep(.x,.y)) %>% as_vector() } parts_to_vector <- function(parts) { repeat_parts(parts$part, parts$n_pcr) } primers_to_vector_repeated <- function(parts) { c(repeat_parts(parts$l_primer, parts$n_pcr), repeat...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utilities.R \name{lookup.enm} \alias{lookup.enm} \title{Look up ENMdetails abject} \usage{ lookup.enm(algorithm) } \arguments{ \item{algorithm}{character: algorithm name (must be implemented as ENMdetails object)} } \description{ Internal fun...
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R phy = read.table(file ="phylum_relabund.txt", header = F, row.names=1) names(phy) = phy[1,] [phy[1,] !="phylum"] for(i in 1:ncol(phy)){ write.table(phy[,i],row.names = row.names(phy), col.names =F,file=paste0(names(phy)[i],".txt")) } quit("no")
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####################################################### ## Amendment to the analyses for understanding ## ## correlation between prediction and video ## ## for both V01 and V02 ## ## Di, Junrui 10/23/2020 ## ########################################...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/launch.R \name{app_vistributions} \alias{app_vistributions} \title{Visualize distributions} \usage{ app_vistributions() } \description{ Launches app for visualizing probability distributions. } \examples{ \dontrun{ app_descriptive() } }
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## Function potentialFatherCounts ## ##' Count the number of potential fathers detected for each progeny. ##' ##' Given the output from \code{\link{genotPPE}} or ##' \code{\link{phenotPPE}}, \code{potentialFatherCounts} returns, ##' for each progeny, the number of candidates that are identified as ##' potent...
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install.packages("googleVis") library(googleVis) wd='C:/Users/muamma/Documents/python/Coronavirus' setwd(wd) flagfilename<-'coronafilename' #Storing the name of the latest file filename<- readChar(flagfilename, file.info(flagfilename)$size) print(filename) fieldsformat=c("numeric", "character","factor","factor","fac...
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predict.crtree.Rd.R
library(radiant.model) ### Name: predict.crtree ### Title: Predict method for the crtree function ### Aliases: predict.crtree ### ** Examples result <- crtree(titanic, "survived", c("pclass", "sex"), lev = "Yes") predict(result, pred_cmd = "pclass = levels(pclass)") result <- crtree(titanic, "survived", "pclass", l...
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CrappyTerainaScav.R
setwd("/volumes/Seagate 4tb/Pacific-islands-planet-imagery") library(glcm) library(imager) library(tmap) testimg <- brick("TerainaClipped.tif") plot(subset(testimg,4)) names(testimg) <- c("Blue","Green","Red","IR") testimg <- subset(testimg, order(c(3,2,1,4))) plotRGB(testimg,stretch="lin") #palmyraimg ####### GLCM O...
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KV_balanced.R
# Kaplan Violante - consumption - IV, weighted # need min of 3 periods for identification, so pre-recession sample is 2003,5,7; post-recession is 2009,11,13 f0913_balanced <- f0913 f0913_balanced <- f0913_balanced[, -grep("primarySamplingUnit", colnames(f0913_balanced))] f0913_balanced <- f0913_balanced[, -grep("stra...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/CoupledPF-package.R \docType{package} \name{CoupledPF-package} \alias{CoupledPF} \alias{CoupledPF-package} \title{CoupledPF} \description{ ... } \details{ ... } \author{ Pierre E. Jacob <pierre.jacob.work@gmail.com> } \keyword{package}
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hw1.R
library(caret) library(klaR) #load diabetes data setwd('D:/CS498/HW1 - naive bayes/') raw_data<-read.csv('pima-indians-diabetes.txt', header=FALSE) x_data <- raw_data[-c(9)] labels <- raw_data[,9] #1a training_score<-array(dim=10) testing_score<-array(dim=10) for (wi in 1:10){ data_partition <- cre...
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Titanic-1st-Tutorial.r
# Nicholas Giffen - 23 Dec 2014 # Titanic Tutorial 1 by Trevor Stephens # Full guide available at: http://trevorstephens.com/ # Set Working Directory and load data sets setwd("~/titanic") train <- read.csv("~/titanic/train.csv") test <- read.csv("~/titanic/test.csv") # Observe structure of training dataframe str(t...
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treat_blocks_lines_output.R
library(WildfireRisk) library(RSQLite) do_treat_blocks_line <- function(block.risk, line.risk) { # load point data from database con <- dbConnect(SQLite(), dbname = attr(line.risk, "dbname")) pointdata <- dbReadTable(con, "pointdata") dbDisconnect(con) # get indices of intersecting scan l...
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#Script del laboratorio 3 #Nombre y Apellido: #Preguntas: # 1. Importa los datos en R, y verifica sus características y estructura. ¿Cuántas dimensiones tiene la #tabla que importaste? ¿En qué difiere esta de aquellas usada en las pruebas de *t* para dos muestras? #instlar ambos paquetes en caso no los tengan libra...
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testlist <- list(mu = -2.7226523566839e-40, var = -2.72265235668397e-40) result <- do.call(metafolio:::est_beta_params,testlist) str(result)
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09_mod_start.R
require(geomorph) require(shapes) require(evolqg) require(plotrix) load('../Raw Data/Aux.RData') load('Primates/Sym.RData') load('Primates/Info.RData') dim(prima.sym$coord) sag.sym <- prima.sym $ coord [, , prima.info $ GSP == 'Saguinus_geoffroyi'] sag.sizeshape.gpa <- procGPA(sag.sym, scale = FALSE) sag.ss.tan ...
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ChicagoCrime.R
library(ggplot2) data <- read.csv("http://data.cityofchicago.org/views/x2n5-8w5q/rows.csv", stringsAsFactors = F) names(data) <- tolower(names(data)) data <- subset(data, !is.na(longitude) & !is.na(latitude)) ggplot(data)+geom_point(aes(x=longitude,y=latitude), alpha = .2, size =.4) #highest crimes crimes <- tabl...
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droslong.r
library(lattice) library(mvtnorm) library(MCMCpack) d = read.csv('droslong.csv') xyplot(log2exp~time | gene, data=d) xyplot(log2exp~time | group, data=d) # model: log2exp = a[group] + b1[gene] + b2[gene] * time + b3[gene] * time2 + e # e ~ N(0, pre = p) # a ~ N(ma, pre = pa) # (b1, b2, b3) ~ N(mb, var = sb) # (mb, ...
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library(tensorflow) ### Name: [.tensorflow.tensor ### Title: Subset tensors with '[' ### Aliases: [.tensorflow.tensor ### ** Examples ## Not run: ##D sess <- tf$Session() ##D ##D x <- tf$constant(1:15, shape = c(3, 5)) ##D sess$run(x) ##D # by default, numerics supplied to `...` are interperted R style ##D sess$r...
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simulateData <- function(data){ startingcapacity<-0 #Apo pou ksekinhsa (as ksekinhsoume me 10) Pcapacity=50 #estw 50max kai 4 min Ncapacity=4 data2 <- data #NA afta pou thelw na ftiaksw egw data2$Storage <- 0; data2$Grid <- 0 data2$Capacity <-0 ; data2$Capacity[1]=startingcapacity data2$Grid[...
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predDensities2000_2010.R
DATA_DIR <- '~/dongmei/sdm/data/cluster/year/' dat.early <- read.csv(paste(DATA_DIR, 'X_test.csv', sep='')) y.early <- read.csv(paste(DATA_DIR, 'y_test.csv', sep='')) dat.late <- read.csv(paste(DATA_DIR, 'X_train.csv', sep='')) y.late <- read.csv(paste(DATA_DIR, 'y_train.csv', sep='')) early <- cbind(y.early...
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# 20201015 수정 내용 # # 필요 작업: --- library(readxl) library(dplyr) library(tidyr) library(reshape2) library(ggplot2) # 1. 데이터 전처리 # 1) Mcorporation 64개 데이터 합치기 # 파일 합치기 files <- list.files(path = "sample/Mcorporation/상품 카테고리 데이터_KDX 시각화 경진대회 Only/use", pattern = "*.xlsx", full.names = T) products <- sapply(files, ...
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compile_gitbook.R
bookdown::render_book(input="index.Rmd", 'bookdown::gitbook', new_session = TRUE, clean=TRUE)
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/colours.R \name{reach_style_color_reds} \alias{reach_style_color_reds} \title{Reach brand reds triples} \usage{ reach_style_color_reds(transparent = F) } \description{ Reach brand reds triples } \examples{ } \seealso{ \code{\link{function_...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utils.R \name{load_pqt} \alias{load_pqt} \title{Read in a multipart parquet file using a given file range} \usage{ load_pqt(dir_root, tab, range = NULL) } \arguments{ \item{range}{} } \value{ } \description{ Read in a multipart parquet file ...
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workshop3glm_slides.R
### R code from vignette source 'workshop3glm_slides.Rnw' ################################################### ### code chunk number 2: workshop3glm_slides.Rnw:115-120 ################################################### install.packages("ggplot2") install.packages("dplyr") library("ggplot2") library("dplyr") #######...
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db_complete_missing_task_logs.R
library(wpd) library(ggplot2) library(data.table) library(dplyr) # get data tasks <- wpd_get_query_master("select * from upload_tasks")$return # plot progress tasks %>% group_by(task_date) %>% summarise( task_status = sum(task_status == "done") ) %>% ggplot(aes(x = task_date, y = task_status)) + geo...
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calc_ldif_block.R
# Calculates single raster ldif.block # Input: ldif.stack of ldif for each wind direction # wind direction for block # direction interval for which ldif calculated calc.ldif.block<-function(ldif.stack,wdir.block,interval=10){ ldif.block<-raster wdir.layer<-round(wdir.block/interval)+1 # creates rast...
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#Author: Arvis Sulovari, PhD ##1) What psychiatric disorders are developed as consequences of substance abuse? ##2) What genetic mechanisms lead to drug abuse, followed by comorbid psychiatric disorders #Discovery datasets ssadda <- read.delim("C:/Users/arvis/[...].txt") ssadda_AA <- ssadda[which(ssadda$A8a_RACE==4...
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women git config --global user.email "um18280@stu.ximb.ac.in" git config --global user.name "binayak91"
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Binomial.R \name{bin_variance} \alias{bin_variance} \title{bin_variance} \usage{ bin_variance(trials, prob) } \arguments{ \item{n}{number of trials} } \value{ the variance of the given binomial distribution with "trials "trials and probabilit...
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autojags <- function(data, inits=NULL, parameters.to.save, model.file, n.chains, n.adapt=1000, iter.increment=1000, n.burnin=0, n.thin=1, save.all.iter=FALSE, modules=c('glm'), factories=NULL, parallel=FALSE, n.cores=NULL, DIC=TRUE, no...
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#setwd("~/Desktop/hw5-YuTaNCCU") #system("Rscript hw5_106356013.R -fold 5 –out performance.csv") ################ ### 讀取指令 ### print('(1/7)讀取指令') ################ args = commandArgs(trailingOnly=TRUE) if (length(args)==0) { stop("USAGE: Rscript hw4_106356013.R -fold 5 –out performance.csv", call.=FALSE) } i<-1 whi...
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library(dplyr, warn.conflicts = F) if(!dir.exists("./data")){ dir.create("./data") } dataset_archive <- "./data/dataset.zip" if(!file.exists(dataset_archive)){ download.file(url="https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2FNEI_data.zip", destfile = dataset_archive) unzip(zipfile = dataset_archive,...
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# server.R # load libraries library(ggplot2) library(dplyr) # load data (only one time when the app is launched) data <- read.delim("data/20accessions/normalized_expression.txt") # define server logic to build the boxplot server <- function(input, output) { output$text1 <- renderText({ paste("You have selec...
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#The following URL is the location of the survey datafile #NPS = %promoters - %detractors library(arulesViz) library(car) library(carData) library(caret) library(ggmap) library(readr) library(tidyverse) library(rjson) library(jsonlite) library(ggplot2) library(ggmap) library(maps) library(mapproj) librar...
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source('basketball_metrics.R') source('pbp_log_editing.R') source('lineups_level_5_men.R') source('player_level_analysis.R') # Run this script to update the data the shiny app uses for lineups ### merge the files downloaded within the respective file (the file needs to be updated ### with downloading game files prior ...
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args <- commandArgs(T) f_name<- args[1] ####csvFile of the information if(!length(args==1)){ q() } library(DiffBind) #group1 <- 1 #group2 <- 2 ###################################################################### tamoxifen = dba(sampleSheet=f_name,peakCaller="macs") # tamoxifen = dba.count(tamoxifen,peaks="group_...
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#' Derive Time Relative to Reference #' #' Derives the variable `ATIREL` to CONCOMITANT, PRIOR, PRIOR_CONCOMITANT or NULL #' based on the relationship of cm Analysis start/end date/times to treatment start date/time #' #' @param dataset Input dataset #' The variables `TRTSDTM`, `ASTDTM`, `AENDTM` are expected #' @par...
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library(dplyr) # n hidden core factors, all following a random path of t_max steps # m stocks, each following a path determined by # beta_n * n + epsilon # Initially make beta_n time invariant, then we can look a time varying betas. # For simplicity, we will not introduce any scale to the n_t # beta_n will be randoml...
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ProgrammingAssignment-3-Quiz.R
source('../best.R') source('../rankall.R') source('../rankhospital.R') best("SC", "heart attack") # > best("SC", "heart attack") # [1] "MUSC MEDICAL CENTER" best("NY", "pneumonia") # > best("NY", "pneumonia") # [1] "MAIMONIDES MEDICAL CENTER" best("AK", "pneumonia") # > best("AK", "pneumonia") # [1] "YUKON KUSKOKWIM...
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##' @export pbvn <- function(upper,rho,sigma) { if (!missing(sigma)) { rho <- cov2cor(sigma)[1,2] upper <- upper/diag(sigma)^0.5 } arglist <- list("bvncdf", a=upper[1], b=upper[2], r=rho, PACKAGE="mets") res ...