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# function to run simulations on the wigglytop 2 domain # Copyright David Lawrence Miller 2009. source("mds.R") samp.size=250 noise.level=0.05 ## create a boundary... bnd <- read.csv("wt2-verts.csv",header=FALSE) names(bnd)<-c("x","y") ## Simulate some fitting data, inside boundary... gendata<-read.csv("wt2truth....
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#1 library(tidyr) library(dplyr) library(ggplot2) tracking_data <- read.csv("Tracking_data.csv", header = T) td_tbl <- as_tibble(tracking_data) names(td_tbl) #boxplot flyhing hight average td_tbl %>% filter(Longitude != 200) %>% ggplot(aes(x = UUID, y = Geoid_height, color=UUID))+ geom_boxplot(na.rm ...
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library(abind) library(ggplot2) library(MASS) library(rstan) setwd("~/git/fortuna/gp_hetsked") rm(list = ls()) load("data.RData") load("gp_hetsked_fit.RData") stan.extract = extract(stan.fit) #Prediction functions cov.exp.quad = function(x.1, x.2, alpha, rho){ N.1 = length(x.1) N.2 = length(x.2) alpha.sq ...
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# -*- coding: utf-8 -*- command = 'python' #обратите внимание - одиночные и двойные кавычки нужны, если в Пути есть пробелы path2script = "py_script.py" # строим вектор из аргументов string = '"3423423----234234----2342342----234234----234i"' pattern = "----" args = c(string, pattern) # добавляем Путь к скрипту как ...
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library(shinytest) library(testthat) context("Test shiny app") #open shiny app app <- ShinyDriver$new('path_to_shiny_app') #stop shiny app app$stop()
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#source('./cachematrix.R') # Generate an invertible matrix set.seed(123) n=2000 # matrix dimension M <- matrix(runif(n^2),n) # my randomnly generated matrix #Mi <- solve(A) # my matrix inverse calculation # create a cache (list of functions) matrix cache <- makeCacheMatrix(M) # 1. test...
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hist.evmOpt <- function(x, xlab, ylab, main, ...){ # Want parameters as a matrix with one row for passing # through to family$rng etc. a <- t(x$coefficients) u <- x$threshold if (!is.finite(u)){ u <- min(x$data$y) } # FOLLOWING if BLOCK COMMENTED OUT TO ACCOUNT FOR DIFFERENCE # BETWEEN GEV ...
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library(OTE) ### Name: Body ### Title: Exploring Relationships in Body Dimensions ### Aliases: Body ### Keywords: datasets ### ** Examples data(Body) str(Body)
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library(shiny) library(datasets) ## start of first time setup #load mtcars data(mtcars) #fit a linear regression model based on mpg, hp, wt, am, cyl fit <- lm(mpg ~ hp + wt + factor(am) + factor(cyl), data=mtcars) ## end of first time setup shinyServer( function(input, output) { # Generate an HTML table view of ...
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#A script (.R file) lets you save your work #It also lets you write comments on your code, by using # #to run a line of code, press ctrl+enter while the cursor is on it #to run several lines of code, you can highlight them with the mouse, then press ctrl+enter. #You can also use the Run button # Tab autofills variabl...
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library(readr) library(dplyr) library(plotly) # Funcao para identificar NAs em colunas de data frames funcaoNA <- function(df){ library(pacman) pacman::p_load(dplyr, tibble) index_col_na <- NULL quantidade_na <- NULL for (i in 1:ncol(df)) { if(sum(is.na(df[,i])) > 0) { index_col_na[i] <- i...
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# Old functions that are now wrappers for the opbase-family for compatibility reasons op_baseGetData <- function(dsn, ident, ...) { return(opbase.data(ident, ...)) } op_baseGetLocs <- function(dsn, ident, ...) { stop('Deprecated method! op_baseGetLocs') #opbase.old.locations(dsn, ident, ...) }
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#This code is to create the bar char for the latex treatment data <- read.csv("./Graph_Data.csv") data$instar <- c(1.5,5.5,9.5,6.5,11.5,10.5) df <- data.frame( "0"=c(12,12,3), "1"=c(NA,9,7), "2"=c(NA,NA,2) ) df <- t(df) rownames(df) <- c(0,1,2) colnames(df) <- c(2,3,4) svg("Graph_Latex.svg", width ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/main_scrapping.R \name{add_authors} \alias{add_authors} \title{add_authors} \usage{ add_authors(ids, n_batchs, batch_size, path = NULL) } \arguments{ \item{ids}{A tibble containing a column dc_identifier} \item{n_batchs}{Corresponds to the n...
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#' qtl2pleio. #' #' Testing pleiotropy vs. separate QTL in multiparental populations #' #' @useDynLib qtl2pleio, .registration = TRUE #' @name qtl2pleio #' @docType package #' @importFrom Rcpp sourceCpp #' @importFrom stats profile NULL .onUnload <- function (libpath) { library.dynam.unload("qtl2pleio", libpath) } ...
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################################################################# # run_analysis.R compiles physical activity data collected # from the accelerometers from the Samsung Galaxy S smartphone # please see README and code book documentation for details # this script is written to read input files from the # /data/UCI HAR...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/EM_W_multi.R \name{meta_EMstep} \alias{meta_EMstep} \title{Performs one EM step (use \link{PPLS} for fitting a PPLS model)} \usage{ meta_EMstep(X, Y, W. = W, C. = C, Ipopu = as.factor(rep(1:2, c(N/2, N/2))), params = replicate(2, list(B_T =...
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source('./FUN_runSVM.R') param_df = data.frame(Configuration = c('Std', 'A', 'B', 'C','A_opt','D'), Type = c('C-svc', 'C-svc', 'C-svc', 'C-svc','C-svc', 'C-svc'), C_value = c(10, 1, 100, 100,1, 1), Kernel = c('rbfdot', 'rbfdot','rbfdot','rbfdot','rbfdot','polyd...
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#1. Merges the training and the test sets to create one data set. # Load the "X" part of train & test data and merge them together x_train <- read.table("./UCI HAR Dataset/train/X_train.txt",header=FALSE) x_test <- read.table("./UCI HAR Dataset/test/X_test.txt",header=FALSE) x_train_n_test <- rbind(x_train,x_test)...
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# College Football Data API # # This is an API for accessing all sorts of college football data. It currently has a wide array of data ranging from play by play to player statistics to game scores and more. # # OpenAPI spec version: 2.3.5 # Contact: admin@collegefootballdata.com # Generated by: https://github.com/swag...
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#Turn author names from "surname, firstname middleinitial" to "surname initials", e.g. "Bloggs JR" #remove any leading " " trim.leading <- function (x) sub("^\\s+", "", x) trim.trailing <- function (x) sub("\\s+$", "", x) #trim.leading(R01data2005_2015_mainPI_Only$SURNAME_INITALS) trim.trailing(R01data2005_2015_mainP...
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library(runner) ### Name: streak_run ### Title: Running streak length ### Aliases: streak_run ### ** Examples set.seed(11) x1 <- sample(c("a","b"),15,replace=TRUE) x2 <- sample(c(NA_character_,"a","b"),15,replace=TRUE) k <- sample(1:4,15,replace=TRUE) streak_run(x1) # simple streak run streak_run(x1, k=2) # streak ...
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RMSEPCV<-function(reg,plot=T){ #RMSEPCV from plsr/mvr/pcr CV<-NULL for(i in 1:reg$ncomp){ CV<-append(CV,sqrt(sum((prop-reg$validation$pred[,,i])^2)/20)) } #%variance from plsr/mvr #prop variance prop_exp<-NULL for(i in 1:reg$ncomp){ a<-prop-reg$fitted.values[,,i] prop_exp<-append(prop_exp,100*(var(prop)-v...
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## Stat 240 Homework 2. Analysis of Hirano et. al. ## ## Panos Toulis, panos.toulis@gmail.com source("terminology.R") library(coda) get.compliance.probs <- function(theta, X) { # Computes Ψ = (ψ_it) = P(Ci=t | Xi, θ) # # Returns: (N x p) matrix of probabilities. # N = nrow(X) p = ncol(X) Pred = X %*% t...
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test_that("hy_stn_regulation accepts single and multiple province arguments", { stns <- "08NM083" expect_identical(unique( hy_stn_regulation( station_number = stns, hydat_path = hy_test_db() )$STATION_NUMBER ), stns) expect_identical(length(unique( hy_stn_regulation( station_number...
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library(phenofit) ### Name: PhenoExtractMeth ### Title: Phenology Extraction methods ### Aliases: PhenoExtractMeth PhenoTrs PhenoDeriv PhenoGu PhenoKl ### ** Examples library(phenofit) # simulate vegetation time-series fFUN = doubleLog.Beck par = c( mn = 0.1, mx = 0.7, sos = 50, rsp = 0.1, eo...
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############################################################# ### Authors: Giulia Marcon and Simone Padoan ### ### Emails: giulia.marcon@phd.unibocconi.it, ### ### simone.padoan@unibocconi.it ### ### Institution: Department of Decision Sciences, ### ### Univer...
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library(AnnotationHubData) meta <- data.frame( Title = "DNA-Sequencing dataset from the 1000 Genomes Project", Description = paste0("DNA-seq data from the 1000 Genomes Project ", "containing 22 AFR, 22 EAS, 21 EUR and 22 SAS samples. ", "there are eight known r...
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library(spatstat) ### Name: WindowOnly ### Title: Extract Window of Spatial Object ### Aliases: Window.ppm Window.kppm Window.dppm Window.lpp Window.lppm ### Window.msr Window.quad Window.quadratcount Window.quadrattest ### Window.tess Window.layered Window.distfun Window.nnfun Window.funxy ### Window.rmhmodel ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Main_RegimenExtraction.R \name{executeExtraction} \alias{executeExtraction} \title{Main} \usage{ executeExtraction(connectionDetails, oracleTempSchema = NULL, cdmDatabaseSchema, cohortDatabaseSchema, vocaDatabaseSchema = cdmDatabaseSchema...
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SplitPowerBandByEpisodes <- function(HRVData, indexFreqAnalysis = length(HRVData$FreqAnalysis), Tag="", verbose=NULL) { # ------------------------------------------------ # Splits Power Per Band using Episodes information # ------------------------------------------------ # Tag -> specifie...
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tmp <- matrix(c(1,2,3,4,5,6,7,8,7,3,9,2,15,7,23,11),4,4) tmp x <- makeCacheMatrix(tmp) cacheSolve(x) cacheSolve(x)
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# ======================================================================================================================================== # Load Libraries # ======================================================================================================================================== library('dplyr') library...
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library(dplyr) library(data.table) #Setting File get_file <- "Coursera_DS3_Final.zip" url <- "https://d396qusza40orc.cloudfront.net/getdata%2Fprojectfiles%2FUCI%20HAR%20Dataset.zip" directory <- getwd() #checking the file and downloading it if (!file.exists(get_file)){ download.file(url, get_file, meth...
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library(statskier2) library(dplyr) conl <- db_xc_local() x <- ss_query(conl,"select * from main") x$cat2[x$cat2 == ""] <- NA maj_ind <- x$cat1 %in% c('WC','WSC','OWG','TDS') x <- split(x,maj_ind) #XC_FAC <- load_xc_conv() x[[2]] <- x[[2]] %>% mpb() %>% standardize_mpb() x[[1]]$mpb <- NA x <- do.call("rbind",x)...
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#' @title Games-Howell post-hoc test #' @name games_howell #' @description This function produces results from Games-Howell post-hoc tests #' for Welch's one-way analysis of variance (ANOVA) (`stats::oneway.test()`). #' #' @inheritParams pairwise_comparisons #' #' @importFrom stats ptukey qtukey #' @importFrom utils ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/geoms.R \docType{data} \name{theme_eq_timeline} \alias{theme_eq_timeline} \title{Theme for geom_timeline plot} \format{An object of class \code{theme} (inherits from \code{gg}) of length 7.} \usage{ theme_eq_timeline } \description{ This them...
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## The following two functions work together to calculate the inverse of a given matrix, ## caching the result and thus avoiding unnecessary calculations. ## This function returns a list with four functions: ## 'set' sets the value of the matrix; ## 'get' gets the value of the matrix; ## 'setsolve' sets the value of t...
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householdpower<-read.csv("household_power_consumption.txt",h=T,sep = ";",nrows=2075259,stringsAsFactors=FALSE) str(householdpower) head(householdpower) householdpower1<-subset(householdpower,householdpower$Date =="1/2/2007") str(householdpower1) head(householdpower1) householdpower1<-subset(householdpower,householdpowe...
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rm(sales, tsales, sales1, train, test) dir <- 'D:\\MyStuff\\Housing Price' setwd(dir) sales <- read.csv('kc_house_data.csv', stringsAsFactors = FALSE) #Back up data set tsales <- read.csv('kc_house_data.csv', stringsAsFactors = FALSE) str(sales) attach(sales) summary(price) # basic manipulation sales$sale...
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#!/usr/bin/env Rscript set.seed(1701) main <- function(input, output, log) { # Log function out <- file(log$out, open = "wt") err <- file(log$err, open = "wt") sink(out, type = "output") sink(err, type = "message") # Script function library(ggplot2) library(scales) library...
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require("rvest");require("stringr") ticker = "ZM" getFinNews = function(ticker) { Sys.sleep(5) url <- paste0("https://finviz.com/quote.ashx?t=",ticker) # read finviz news data data <- read_html(url) # copy xpath data = data %>% html_nodes(xpath = "//*[@id='news-table']") %>% html_table() tmp = do.call(rb...
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# I'm making some BIG changes!
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library(dplyr) lut <- read.table("lut.tsv", stringsAsFactors = F) names(lut) <- lut[1,] lut <- lut[-1,] rownames(lut) <- NULL lut[,1] <- rownames(lut) write.table(lut, "lut_updated.tsv", col.names = T, row.names = F, quote = F, sep = "\t") # network mapping copying from James's script #NETWORK_MAPPING = { # 1: ...
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# source('rapache_eval1.R') library(credule) library(bindata) library(foreach) source('ftd_func.R') y_tod = c(0.04,0.07) y_sigmas = c(0.005,0.01) y_as = c(0.15,0.1) rfr_in = 0.01 spread_years_in = c(5,5) basket_years_in = 5 rec_rate_in = 0.4 time_step = 0.5 n_steps = basket_years_in/time_step # Building LOG IR and ...
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library(testthat) library(BANEScarparkinglite) test_check("BANEScarparkinglite")
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#Generate normal distr. using realizations of unif. distr. RNORM = function(U,V){ theta = 2*pi*U R = sqrt(-2*log(V)) return(c(R*cos(theta), R*sin(theta))) } # Generate Exp(2) from N(0,1) # Note that Exp(2) = (1/4)Exp(1/2) = (1/4)Chi(2) U1 = runif(1,0,1) V1 = runif(1,0,1) Norm = RNORM(U1,V1) #2 independent r.v.s from N...
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#============================================================ # Function aaft() -- Microsaccade Toolbox 0.9 # (R-language Version) # Authors: Ralf Engbert, Petra Sinn, Konstantin Mergenthaler, # and Hans Trukenbrod # Date: February 20th, 2014 #============================================================ #-------------...
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library(adegraphics) ### Name: triangle.class ### Title: Ternary plot with a partition in classes (levels of a factor) ### Aliases: triangle.class ### Keywords: hplot aplot ### ** Examples data(euro123, package = "ade4") fac1 <- euro123$plan$an df1 <- rbind.data.frame(euro123$in78, euro123$in86, euro123$in97) trian...
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#!/applications/R/R-3.3.2/bin/Rscript # Plot bar chart of log2(observed:expected) peaks overlapping other features # Usage: # /applications/R/R-3.3.2/bin/Rscript TE_family_vs_H3Kmod_genome_wide_peaks_chr.R "Histone H3 lysine modification peaks" 10000 chr1A library(ggplot2) library(ggthemes) dataName <- "Histone H3 ...
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# library(httr) # library(jsonlite) # library(dplyr) #' Get a list of events from a GitHub respository #' #' Returns the 30 most recent events from a public repository (within the last 90 days), including all metadata, as a list of lists. #' #' @param owner string #' @param repo string #' #' @return list #' @export #'...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plot.permuteTest.R \name{plot.permuteTest} \alias{plot.permuteTest} \title{Plot the null distribution of the permutation test} \usage{ \method{plot}{permuteTest}(x, ...) } \arguments{ \item{x}{an object of class \code{permuteTest} returned by...
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# Perceptron의 구현 x1 <- runif(30, -1, 1) # 균등 분포 x2 <- runif(30, -1, 1) x <- cbind(x1, x2) Y <- ifelse(x2 > 0.5 + x1, +1, -1) # y 값을 결정 plot(x, pch=ifelse(Y>0,"+","-"), xlim=c(-1,1), ylim=c(-1,1), cex=2) abline(0.5, 1) calculate_distance = function(x,w,b){ # forward propagation 순전파 sum(x*w) + b } linear_classifier ...
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library(dplyr) library(ggplot2) returnWeights = function(weights=1:80) { weights = read.table("weights.txt",sep="\t",header=F,colClasses=c("numeric","integer","integer")) names(weights) = c("SERIALNO","sample","weight") } writeOutFields = function() { # counts = persons %.% group_by(FOD1P) %.% summarize(count...
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TimeseriesChurnRate.R
library(sqldf) library(glmnet) library(randomForest) library(ggplot2) library(caret) data<-table_1_ data$totalpractions<-0 data$totalactions[is.na(data$totalactions)]<-0 data$avgactions<-0 data$practions<-0 data$days_since<-0 #create email count data$mailCount<-NA data$mailCount[1]<-1 for(i in 2:(nrow(data))){ if (...
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library(soilDB) ### Name: get_extended_data_from_NASIS_db ### Title: Extract accessory tables and summaries from a local NASIS ### Database ### Aliases: get_extended_data_from_NASIS_db ### Keywords: manip ### ** Examples ## Not run: ##D # query extended data ##D e <- get_extended_data_from_NASIS_db() ##D ##D # ...
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# The purpose of this project is to demonstrate your ability to collect, work with, and clean a data set. # # Review criteria # The submitted data set is tidy. # The Github repo contains the required scripts. # GitHub contains a code book that modifies and updates the available codebooks with the data to indicate all ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/vtl.R \name{vtlEvalNodes} \alias{vtlEvalNodes} \title{Evaluate a list of nodes} \usage{ vtlEvalNodes(sessionID, nodes) } \arguments{ \item{sessionID}{The symbolic name of an active VTL session} \item{nodes}{The nodes to be evaluated} } \desc...
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predict.snqProfitEst <- function( object, newdata = object$data, se.fit = FALSE, se.pred = FALSE, interval = "none", level = 0.95, useDfSys = TRUE, ... ) { nNetput <- length( object$pMeans ) nFixed <- length( object$fMeans ) nObsOld <- nrow( object$data ) nObsNew <- nrow( newdata ) modelData <- ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/AnovaTest.R \name{AnovaTest} \alias{AnovaTest} \title{Function to perform Anova test} \usage{ AnovaTest(data, VIF1, VIF3, defect1, defect2) } \arguments{ \item{Collect}{Chisq values of all the metrics involved in LR, Defaults to dataset, VIF1...
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library(shiny) library(datasets) library(forecast) idxdata=ts(EuStockMarkets[,"FTSE"]) idxarima=auto.arima(idxdata) fcst=forecast(idxarima,h=260) resfcst=tail(as.data.frame(fcst),1) curval=round(tail(idxdata,1)) fctval=round(resfcst[,1]) pct=round(((fctval-curval)/curval)*100) print(paste("Return on Investment : "...
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## Author: I. Moustakas ## Title: Get the methylation patterns and count them ## Usage: methylationPattern.R bismarkCpG outputDir sampleName library("reshape2") library("stringr") args = commandArgs(trailingOnly=TRUE) if (length(args) != 3 ) { stop("CpG file from bismark (CpG_OB_*), amplicons table and output dire...
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\name{top_rows_overlap-matrix-method} \alias{top_rows_overlap,matrix-method} \title{ Overlap of top rows from different top methods } \description{ Overlap of top rows from different top methods } \usage{ \S4method{top_rows_overlap}{matrix}(object, top_method = all_top_value_methods(), top_n = round(0.25*nrow(objec...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/pi_wrapper.R \name{pi_wrapper} \alias{pi_wrapper} \title{pi_wrapper} \usage{ pi_wrapper(x) } \arguments{ \item{x}{A numeric value} } \value{ A number that satifies one of the 4 cases specified below } \description{ Define a pi-...
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#' @import purrr #' @import stats #' @import utils #' @import future #' @importFrom magrittr %>% #' @details #' Generalized Linear Models with Bag of Little Bootstraps "_PACKAGE" ## quiets concerns of R CMD check re: the .'s that appear in pipelines # from https://github.com/jennybc/googlesheets/blob/master/R/googles...
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require(ggplot2) require(plyr) # load NEI datasource NEI <- readRDS("summarySCC_PM25.rds") # filtering Baltimore City dataset baltimore <- subset(NEI, fips == "24510", select=c("year", "type", "Emissions")) # source type pm0 <- ddply(baltimore, .(year, type), summarize, Emissions=sum(Emissions)) pm0 <- transform(pm0...
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#log(E(yi)) = log(lamda) = b0+b1*x1_i+b2*x2_i b0=1.5 b1 = -0.3 b2 = 1 x1_i = 0.8 x2_i=1.2 log_lam = b0+b1*x1_i+b2*x2_i lam = exp(log_lam) #2.If tt is the amount of time that we observe, and \lambdaλ is the rate of events per unit of time, then the expected number of events is t \lambdatλ and the distribution of the n...
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#load in the libraries library(MASS) #for LDA library(dplyr) library(ggplot2) library(FactoMineR) library(class) #for knn library(rpart) #other machine learning library(caret) #machine learning package library(dendextend) library(dendextendRcpp) library(xgboost) library(Metrics) library(gmodels) ...
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#' @title Import backported functions into your package #' #' @description #' Imports objects from \pkg{backports} into the namespace of other packages #' by assigning it during load-time. #' See examples for a code snippet to copy to your package. #' #' @param pkgname [\code{character(1)}]\cr #' Name of the package ...
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########################################## # Coliphage analysis - 6 beaches # v1 by Jade 7/13/15 # This file conducts maximum likelihood regression # to estimate prevalence ratios # Results pooled across beaches # unadjusted analyses # 10 day gi illness ########################################## rm(list=ls()) libr...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/smalUtilityFunctions.R \name{checkIfVarinaceExcist} \alias{checkIfVarinaceExcist} \title{Checks if variance excits for selected columns in a data frame, and retuns the column names where variance excist} \usage{ checkIfVarinaceExcist(names, d...
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test_that("standard inputs work", { mean_bps = runif(n = 100, min = 80, max = 190) sd_bps = runif(n = 100, min = 1, max = 3) mean_bps[5] <- NA_real_ # cmp_sdim_values(mean_bps, sd_bps, method = 'A') # cmp_sdim_values(mean_bps, sd_bps, method = 'B') expect_is(cmp_sdim_coefs(mean_bps, sd_bps), 'numeric'...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/GRSDbinom.regressGENO.R \name{GRSDbinom.regressGENO} \alias{GRSDbinom.regressGENO} \title{Association mapping on autosomal chromosomes with binary variable outcomes.} \usage{ GRSDbinom.regressGENO(obj, pheno, pheno.col, addcovar, tx) } \autho...
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#' Perform variogram analysis on \code{bfastSpatial()} shift and slope #' statistics #' #' This function uses the \code{gstat} package to compute variogram statistic #' for the shift and slope output from \code{bfastSpatial} output. This function #' uses the exponential variogram model. #' #' This function returns a da...
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################################ #### Project settings #### ################################ #---- R packages ---- library("conflicted") library("tidyverse") library("metafor") library("clubSandwich") library("drake") library("gridExtra") library("MAd") library("visNetwork") # packages_list <- c("confli...
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#' @title #' Summary Method for EpiBayes Historical Object #' #' @description #' This function gives summary measurements for posterior distributions of cluster-level #' prevalences across all time periods considered. It does so by examining the object #' output by the \code{\link{EpiBayesHistorical}} funct...
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library(dplyr) library(lfe) input <- read.csv("br/br_input.csv", stringsAsFactors = F) output <- data.frame(intervention = 1 : 10) for (i in 1 : length(unique(input$code))){ m <- felm(log_win7_Rt_estimate ~ win7_stay_at_home + win7_school_close + win7_office_close + win7_shop_close + win7_restaurant_cl...
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#' @title Lists foreigners and their admissions status #' @description Function lists foreigners and their admissions status and writes #' results to a file #' @param registrations optionally path to the file with data on registrations #' @param scores optionally path to the file with data on recruitment scores #' @par...
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# rimuovi caratteri speciali che possono essere problematici in caso di join clean.text <- function(df,colname,er){ colname <- enquo(colname) df %>% mutate( !!colname := map_chr(name, ~ gsub(er, "", . ))) %>% mutate( !!colname := tolower(!!colname)) %>% mutate( !!colname := map_chr(name, ~ gsub(...
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# Brian P. O'Connor # https://github.com/bpoconnor POLYCHORIC_R <- function (data, method='Revelle', verbose=TRUE){ if (is.integer(data) == FALSE) { if (all((data - trunc(data)) == 0) == FALSE) { cat("\nThe data matrix does not appear to consist of whole numbers and is therefore not appropriate ...
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#' Datasetscores. #' #' A dataset of gene scores #' #' @format A data frame with 17918 rows and 2 variables: #' \describe{ #' \item{gene}{gene identifier} #' \item{score}{gene score} #' ... #' } #' @source Daub et al., 2013, MBE. "scores"
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T = read.csv("YahooStock.csv", header=TRUE) names(T) head(T) P = T[ , 2:11] names(P) plot(P[,1],type='l',ylim=c(0,100)) # plot several time series points(P[,3],type='l',col=3) points(P[,4],type='l',col=4) points(P[,5],type='l',col=5) p= prcomp(P,scale=TRUE) summary(p) p$rotation plot(p, type="l") ...
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% Generated by roxygen2 (4.1.1): do not edit by hand % Please edit documentation in R/Functions.R \name{plotAsso} \alias{plotAsso} \title{plotAsso} \usage{ plotAsso(jointModelResult, type) } \arguments{ \item{jointModelResult}{Data frame, containing the results from the fitJM function.} \item{type}{Characte...
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#this is the safer version of log in case of the threat log0. safe_log <- function(x1) { return (log(x1 + 1e-100)) } # reading the data to the memory #headers are false for taking into account the first data . data_set <- read.csv("hw02_data_set_images.csv", header = FALSE) true_y <- read.csv("hw02_data_set_...
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dfm.Rd.R
library(quanteda) ### Name: dfm ### Title: Create a document-feature matrix ### Aliases: dfm ### Keywords: dfm ### ** Examples ## for a corpus corpus_post80inaug <- corpus_subset(data_corpus_inaugural, Year > 1980) dfm(corpus_post80inaug) dfm(corpus_post80inaug, tolower = FALSE) # grouping documents by docvars in ...
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projection.R
#' Time Projection #' #' Project dates to lower dimensional subspace. #' Extracts components year, month, yday, mday, hour, minute, weekday, #' bizday and season from a date object #' #' @param dates date or datetime objects #' @param size either "narrow" or "wide". If narrow, returns a data frame #' containing the...
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Mode.Sample.R
Mode.Sample <- function(param){ r <- as.array(param$Mode) names(r) <- rownames(param) return(r) }
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mapping_addresses.R
library(ggmap) library(tidyverse) library(stringr) library(stringi) library(refnet) load("./output/eb_refined.Rdata") world <- map_data("world") zz <- address_lat_long(data=eb_refined) plot_addresses_points(data=zz) plot_addresses_country(data=zz) s <- net_plot_coauthor(data=zz) s$data q <- net_plot_coauthor_count...
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RFcd.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/hdcd.R \name{RFcd} \alias{RFcd} \title{Random Forest change point detection} \usage{ RFcd(x, delta = 0.1, control = hdcd_control()) } \arguments{ \item{x}{A matrix with observations in rows} \item{delta}{Minimal relative segment length, defa...
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run_analysis.R
# load required library library(plyr) library(dplyr) library(data.table) # download file if(!file.exists("./data")){dir.create("./data")} fileurl <- "http://d396qusza40orc.cloudfront.net/getdata%2Fprojectfiles%2FUCI%20HAR%20Dataset.zip" download.file(fileurl,destfile = "./data/Dataset.zip") #Unzip file u...
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DistanceDevelopment/WiSP
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int.est.rm.Rd
\name{int.est.rm} \alias{int.est.rm} \title{Removal Method Abundance Estimation: Interval Estimate} \description{ This function estimates the animal population size for the current survey sample of the simple removal method. } \usage{ int.est.rm(samp, ci.type = "boot.nonpar", nboot = 999, vlevels...
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script_Feb2018.r
################################################################################### ## This script perform the experiments 7 and 8 for the new data ## from 3 sites in India ################################################################################### remove(list = ls()) library(openVA) sites <- c("Amravati", "...
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corr.R
corr <- function(directory, threshold = 0) { files <- list.files(directory) corrs <- numeric(0) idx = 1 for (i in seq_along(files)) { file <- paste(directory, files[i], sep = '/') dataSet <- read.csv(file) rows <- na.omit(dataSet) if(nrow(rows) >= threshold) { ...
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klein.R
library(scater) # load data d0 <- read.csv("klein/GSM1599494_ES_d0_main.csv", header = FALSE) d2 <- read.csv("klein/GSM1599497_ES_d2_LIFminus.csv", header = FALSE) d4 <- read.csv("klein/GSM1599498_ES_d4_LIFminus.csv", header = FALSE) d7 <- read.csv("klein/GSM1599499_ES_d7_LIFminus.csv", header = FALSE) d <- cbind(d0,...
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amigaDiskFiles.R
## ----------------------------------------------------------------------------- library(adfExplorer) blank.disk <- new("amigaDisk") ## ----------------------------------------------------------------------------- ## Create with constructor: blank.block <- new("amigaBlock") ## Extract the first block from an amigaDis...
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partitioning.R
# ===================== MDL functions ====================== descriptionCost <- function(trajectory, startIndex, endIndex) { startSegment <- trajectory[[startIndex]] endSegment <- trajectory[[endIndex]] distance <- measureEuclidDistance(startSegment, endSegment) if (distance < 1) { distance <- 1 } retur...
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TagSetting.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/dfareporting_objects.R \name{TagSetting} \alias{TagSetting} \title{TagSetting Object} \usage{ TagSetting(additionalKeyValues = NULL, includeClickThroughUrls = NULL, includeClickTracking = NULL, keywordOption = NULL) } \arguments{ \item{addi...
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testthat.R
library(testthat) library(daver) test_check("daver")