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HolderExtendibleBS.Rd.R
library(QFRM) ### Name: HolderExtendibleBS ### Title: Holder Extendible option valuation via Black-Scholes (BS) model ### Aliases: HolderExtendibleBS ### ** Examples (o = HolderExtendibleBS())$PxBS o = Opt(Style='HolderExtendible',Right='Call', S0=100, ttm=0.5, K=100) o = OptPx(o,r=0.08,q=0,vol=0.25) (o = HolderEx...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/TM.R \name{GL_test_stat} \alias{GL_test_stat} \title{Calculate test statistic for Ghosh and Lin method} \usage{ GL_test_stat(p_GL, time, data1_format, data2_format) } \arguments{ \item{p_GL}{p parameter} \item{time}{time to event} \item{dat...
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distinguish.bayes=function(TrnX, TrnG, p=rep(1, length(levels(TrnG))), TstX = NULL, var.equal = FALSE) { flag=0 if (is.null(TstX) == TRUE){ TstX=TrnX flag=1 } if (is.vector(TstX) == TRUE) TstX=t(as.matrix(TstX)) if (is.matrix(TstX) != TRUE) TstX=as.matrix(TstX) if (is.matrix(TrnX) != ...
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# 公正的骰子,必須出現三次六點才可以停止 - 請問總共要投幾次? - 投擲的歷史紀錄為何? dice_flips <- c() # 投擲紀錄 dice_vector =c(1:6) # 定義骰子的內容/結果 i <- 1 while (sum(dice_flips==6) < 3){ # 什麼條件下要一直執行 dice_flips[i] <- sample(dice_vector, size = 1) # 用sample函數骰骰子, 並把每次結果紀錄給dice_flips i <- i + 1 # while迴圈往後交棒=指定下一次 } dice_flips # 印出投擲紀錄 len...
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#2nd script #This script computes the average GDP for a country using #clear away old variables rm(list = ls()) #location of the data filename <- 'Data/gapminder.txt' #read the data file gapminder <- read.table(filename, header = TRUE) getAverageGdpPerCapita <- function(country, gapminder){ # select countryw here...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/RPChoose.R \name{RPChoose} \alias{RPChoose} \title{Chooses projection and produces predictions} \usage{ RPChoose( XTrain, YTrain, XTest, d, B2 = 10, base = "LDA", k = c(3, 5), projmethod = "Haar", estmethod = "training", ....
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## Matrix inversion is a costly computation an there is benefit to caching it rather than computing repeatedly. ## The First function creates an object that can cache its inverse. ## The second computes the inverse returned by the function above. If the inverse has been calculated already, it will simply be ## recovere...
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#' ============================================================================= #' Project: ECHO LUR #' Date Created: Febrary 17, 2020 #' Author: Sheena Martenies #' Contact: Sheena.Martenies@colostate.edu #' #' Description: #' Preliminary LUR for BC #' Averaging all data at the sampling locations-- essentially takin...
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#load packages library(pacman) p_load(readr, dplyr, janitor, tidyr, ggplot2) prescreen_ratings <- read_csv("prescreen data with research questions.csv") prescreen_ratings[prescreen_ratings=="Strongly Agree"] <- 6 prescreen_ratings[prescreen_ratings=="Agree"] <- 5 prescreen_ratings[prescreen_ratings=="Somewhat...
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library('truncnorm') library('rlist') library('forecast') library('scales') library('ggplot2') library('reshape2') #everything in this file is just a combination of the data generation and #modeling files up to the final section which shows how I generated the #aggregate fit values # Initialize variables ------------...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/possol.R \name{possol} \alias{possol} \title{Compute the Sun position from the location and time on Earth} \usage{ possol(month, jday, tu, xlon, xlat) } \arguments{ \item{month}{is an integer for the month number (1 to 12)} \item{jday}{is th...
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#Repartitii de v.a. #1.d+nume_repartitie=functie de masa(caz discret)/functia de densitate(caz continuu) #dgeom(x,p) #dbinom(x,n,p) dbinom(3,5,0.4) #P(X=3) #dexp(x,lambda) dexp(3,1) #NU mai e o probabilitate #2. p+nume_repartitie=functia de repartitie # pbinom(x,n,p) #P(X<=x) pbinom(3,5,0.4) #3. r+nume_repartit...
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install.packages("stringr") library(stringr) # Algoritmo Smith-Waterman smith <- function (s1,s2) { matriz = matrix(nrow=nchar(s2)+1,ncol=nchar(s1) + 1) s1 <- paste("",s1) s2 <- paste("",s2) colnames(matriz) <- c(unlist(strsplit(s1, ""))) rownames(matriz) <- c(unlist(strsplit(s2, ""))) matriz <- inicial...
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## Assignment 2 submission ## ## This source file contains 2 functions that: ## 1. Create a list of functions to calculate the inverse of a passed matrix ## 2. Store the resulting inverse matrix in cache ## 3. Return the cached matrix upon request if the inverse has been calc...
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#Testing using package testthat for detailed error messages library(testthat) #Get the testing function applied to compare the two venn diagram objects source("testFunction.R"); #load in the reference plot data load("data/plotsThree.rda"); #Suppress plotting for sanity options(device=pdf()); #initialize the testing...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/bhl_namelist.R \name{bhl_namelist} \alias{bhl_namelist} \title{List the unique names.} \usage{ bhl_namelist(startrow = NULL, batchsize = NULL, startdate = NULL, enddate = NULL, as = "table", key = NULL, ...) } \arguments{ \item{startrow}{fi...
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library(RNetLogo) ### Name: NLGetAgentSet ### Title: Reports variable value(s) of one or more agent(s) as a ### data.frame (optional as a list or vector) ### Aliases: NLGetAgentSet ### Keywords: interface NLGetAgentSet RNetLogo ### ** Examples ## Not run: ##D nl.path <- "C:/Program Files/NetLogo 6.0/app" ##D NLS...
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#in order to set current directory as root script.dir <- dirname(sys.frame(1)$ofile) setwd(script.dir) cat("\014") # for clearing console or use Ctrl+L rm(list=ls()) #fir clearing env #install.packages("factoextra") library("factoextra") #Load the data and extract only active individuals and variables: data(decathlon...
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selection_alg=function(quant_bay,maxit=1000,strategy="up",save.history=TRUE,seed=NULL){ if(is.null(seed)==FALSE){ set.seed(seed) } curvehistory=list() n=length(quant_bay) bestguess=c() pvec=rep(0,n) quantilevec=rep("50%",n) quantvec=rep("50%",n) quantilehistory=quantvec names(pvec)=1:n possi...
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# To execute just copy the relevant sections and exceute (Ctrl+R) ############ DATA INPUT - Reading file ###################### rm(list = ls()) #0) Ensure file "household_power_consumption.txt" is in source directory #1) Reading the .TXT file correctly, by skipping initial rows mydata=read.csv("household_power_consump...
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#There are 10 data items in increasing order n <- 10 m <- 3 z <- sample(30000:40000, n) z <- sort(z) #Local Cost l_c <- matrix(data=0, nrow=n, ncol=m) l_e <- runif(m, min = 0, max = 1) l_e <- round(l_e, 3) l_e <- sort(l_e) l_t <- runif(m, min = 0, max = 1) l_t <- round(l_t, 3) l_t <- ...
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# You can convert this into an .Rmd if you are comfortable with it. # The name of your file should include your Zoom team number. Please make sure to pick a consistent name with your teammates. # ---------------------------------------------------------- library(dplyr) library(nycflights13) library(tidyverse) View(...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/BFA.R \name{InitBinaryFA} \alias{InitBinaryFA} \title{This function should be called to initialize input parameters into the main scBFA function} \usage{ InitBinaryFA(modelEnv, GeneExpr, numFactors, epsilon, X = NULL, Q = NULL, initCellcoef...
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library(ggplot2) ggplot(mtcars, aes(x="disp", y= "mpg")) #, aes(x=read)) + geom_bar() data(iris) # data(package = .packages(all.available = TRUE)) IrisPlot <- ggplot(iris, aes(x= Sepal.Length, y=Petal.Length, colour=Species)) + geom_density() print(IrisPlot) data("airquality") OzonePlot <- ggplot(airquality, ...
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\name{capm-package} \alias{capm-package} \alias{capm} \docType{package} \title{ Customer Analytics Using Probability Models } \description{ Fit latent variable models to understand who your customers are and what they will do next. Contains maximum likelihood estimation routines for a variety of models, as well as S3 m...
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# Copyright (C) 2019 The University of Edinburgh # Author Stuart Aitken MRC IGMM stuart.aitken@igmm.ed.ac.uk # All Rights Reserved. # Funded by the Medical Research Council # https://www.ed.ac.uk/mrc-human-genetics-unit library(e1071); library(Hmisc); source('functions.r'); quartz(width=12,height=4) par(mfrow=c(1,...
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scrape_teams <- function(season) { h <- httr::handle("https://www.nfl.info") r <- httr::GET( handle = h, path = glue::glue( "/nfldataexchange/dataexchange.asmx/getClubs?lseason={season}" ), httr::authenticate("media", "media"), url = NULL ) teams_df <- httr::content(r) |> XML::xmlP...
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### Bring in environmental variables as .nc files and make to csv ## Environmental dataset: HadUK-Grid Gridded Climate Observations on a 1km grid over the UK ### N.B. I can not directly porovide the environmental data. It is available through the CEDA archives and the Met office (for 2018 temp data). ## Follows htt...
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############################################################################################## #Title: CMAP Agent Based Freight Forecasting Code #Project: CMAP Agent-based economics extension to the meso-scale freight model #Description: 00_Main.R controls the model flow and sources in ot...
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suppressMessages({library(ProjectTemplate); load.project()}) load("cache/df.RData") dft1 <- df %>% mutate( Charlson = replace(CCI_index_quan_original, CCI_index_quan_original > 1, "2+"), Elixhauser = replace(ECI_index_sum_all, ECI_index_sum_all > 2, "3+"), RxRiskV = cut(Rx_index_pratt, c...
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anewtree <- read.tree(file = "../../../Downloads/fish_trees", fill = T, quote = "")
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## exams ---------------------------------------------------------------------------- ## load package library("exams") ## exam with a simple vector of exercises in R/Markdown (.Rmd) format ## -> alternatively try a list of vectors of more exercises myexam <- c("boxplots.Rmd") ## exams2html -------------------------...
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#------------------------------------------- # <unemploy-fx-match-r3.r> # Improve the target table with # unemployment and FX data colmum # date matcing # # [2017-06-14] - New calculation added #-------------------------------------------- # Key Constants: ........................ lookup.dateformat <- "%d-%b-%y"...
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# Simulation setting 2 # Error calculation for all methods, and creation of figures # Load the results of joint ICA load("jointICA_LargeScaleindiv10.Rda") # Load the results from separate approach (rho = 0) load("sepJB_LargeScale.Rda") # Load the results from SING (from small rho to large rho) load("out_indiv_small.Rd...
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#!/usr/bin/env Rscript library(dplyr) library(tidyr) library(lubridate) library(ggplot2) library(lsmeans) library(mgcv) library(itsadug) library(lme4) library(lsmeans) library(stats) library(psych) library(parallel) library(lme4) # bootMer library(MASS) ## for mvrnorm library(cowplot) lunaize_geomraster<-function(x){ ...
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### Jinliang Yang ### use impute_parent in CJ data #library(imputeR) get_ik <- function(path="largedata/ik", pattern="kid_geno"){ files <- list.files(path, pattern, full.names = TRUE) message(sprintf("### found [ %s ] files!", length(files))) kgeno <- read.csv(files[1]) for(i in 2:length(files)){ ...
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# file plots.R # author Carl Boettiger, <cboettig@gmail.com> # date 2011-11-16 # creates extra plots accompanying Reed.R # for stat plots require(ggplot2) require(Hmisc) require(pdgControl) ## FIXME Once standardized, all these plots should become package fns ## Reshape and summarize data ### dat <- melt(sims, id="t...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/vision_augment.R \name{zoom_mat} \alias{zoom_mat} \title{zoom_mat} \usage{ zoom_mat( x, min_zoom = 1, max_zoom = 1.1, p = 0.5, draw = NULL, draw_x = NULL, draw_y = NULL, batch = FALSE ) } \arguments{ \item{x}{x} \item{min_zoo...
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#' Create Isosurface from 3D-array #' #' Create Isosurface from 3D-array using Marching Cubes algorithm #' #' @param vol an integer valued 3D-array #' @param threshold threshold for creating the surface #' @param spacing numeric 3D-vector: specifies the voxel dimensons in x,y,z direction. #' @param origin numeric 3D-ve...
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setwd("C:/Maicon/20120907") # Settings n <- 1000000 ; alfa <- 0.05 # The Beta distribution with parameters shape1 = a and shape2 = b has density # # G(a+b)/(G(a)G(b))x^(a-1)(1-x)^(b-1) # # for a > 0, b > 0 and 0 = x = 1 where the boundary values at x=0 or x=1 are defined as by continuity (as limits). # The mean is a...
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########### #sensEffectRatio ########### sensEffectRatio = function(index, treatment, outcome, dose, null=0, DE = "both", MO = T, ER = T, alternative = "two.sided", alpha = 0.05, Gamma.vec = 1, calculate.pval = T, continuous.relax = F) { PVAL = calculate.pval require(gurobi) require(Matrix) ns = table(...
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#' RUNS CREATED FUNCTION #' #' This function measures how many runs a batter has contributed #' @param x Dataset containing batting statistics #' @keywords rc #' @export #' @examples #' rc() rc <- function(x){ RC <- x$TB * (x$H + x$BB)/(x$AB + x$BB) }
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## ---- Smoothing function - median ----- ## #' Bin smoothing by median #' #' @param x a numeric vector or list of numbers #' @param bins a numeric vector of how many bins #' #' @return a list #' @export #' #' @examples bin_smooth_median(x = c(21, 15, 26, 26, 28, 29), bins=2) bin_smooth_median <- function(x, bins) { ...
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##Date Formats #Convert character variables to dates (https://www.statmethods.net/input/dates.html) strDates <- c("01/05/1965", "08/16/1975") dates <- as.Date(strDates, "%m/%d/%Y") #INDEPENDENT ACTIVITY: Convert the string dates to abbreviated month, two digit year #(HINT: Use link above for help) #Chi squ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utils.R \name{convert_dates_r_to_twfy} \alias{convert_dates_r_to_twfy} \title{convert_dates_r_to_twfy} \usage{ convert_dates_r_to_twfy(x) } \arguments{ \item{x}{R date object to convert} } \value{ Character object } \description{ Generic func...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/read_table.R \name{regroup.read_table} \alias{regroup.read_table} \title{Merges identical read over an edited read table} \usage{ regroup.read_table(df) } \arguments{ \item{df}{a read_table object} } \value{ a read_table object } \description...
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#' Summary statistics by group #' #' Summary and statistical comparison of group characteristics #' @importFrom car leveneTest #' @param dat dataframe with desired summary statistics to be calculated #' @param samplelabels the name of the column in which has the group parameter you are interested in #' @param ign...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/alphaSimHlpR.R \name{kinship} \alias{kinship} \title{Title} \usage{ kinship(M, type) } \arguments{ \item{type}{} } \value{ } \description{ Title }
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## ---- include = FALSE---------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ## ----setup, include = FALSE, fig.width = 3, fig.height = 3--------------- library(DoseFinding) library(MCPModGeneral) ## ----powMCTGen, fig.height=3, fig.width=5--------...
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#' Create a heatmap showing issues with items #' #' When conducting cognitive interviews, it can be useful to quickly inspect #' the code distributions for each item. These heatmaps facilitate that #' process. #' #' @param x The object with the parsed coded source(s) as resulting from a #' call to [rock::parse_s...
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# Creates a combined dataframe with the potential for TEs to be in each chromHMM state # Using the standard rules, requiring overlap with the center of a 200bp bin, # Or requiring overlap with the center of a chromHMM block ## block_potential: Number of samples each TE is in each chromHMM state, overlapping chromHMM ...
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library("rtweet") library("SentimentAnalysis") library("plyr") library("sentimentr") #state dataset built in r in order to get the center of each state #compute the radius and build the geocode string for the twitter download usa <- as.data.frame(state.x77) for (i in 1:50){ usa$x[i] <- state.center$x[i] usa$y[i] ...
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#2.2a nValue2a <- 2*30 kValue2a <- 20+15 answer2a <- factorial(nValue2a) / factorial(nValue2a - kValue2a) print(paste("2a = ", format(answer2a))) #2.2b nValue2b <- 2*30 kValue2b <- 20+15 answer2b <- factorial(nValue2b) / (factorial(kValue2b) * factorial(nValue2b - kValue2b)) print(paste("2b = ", format(answer2b))) #2...
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setwd("C:\") #devtools::install_version("httr", version="0.6.0", repos="http://cran.us.r-project.org") #install.packages("httr") library(RCurl) library(ROAuth) library(streamR) ...
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#' Predict from a fitted density surface model #' #' Make predictions outside (or inside) the covered area. #' #' @param object a fitted \code{\link{dsm}} object as produced by \code{dsm()}. #' @param newdata spatially referenced covariates e.g. altitude, depth, #' distance to shore, etc. Note covariates in this dataf...
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################################################################# ## this script is adapted from Matthew Kan's script in plotting ## Patient-overlap in AD-studies setwd("/Users/jiemingchen/Documents/transplantation/a_donor/immport") library(RImmPort) library(DBI) library(sqldf) library(plyr) library(RMySQL) libra...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/djqpd.R \name{djqpd} \alias{djqpd} \title{Density function of Johnson Quantile-Parameterised Distribution.} \usage{ djqpd(x, params) } \arguments{ \item{x}{vector of quantiles} \item{params}{jqpd object created using \code{jqpd()}} } \value{...
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library(shiny) library(ggplot2) library(colourpicker) source("plotGenomeFunctions.R") load("www/plotGenome.RData") options(shiny.maxRequestSize=30*1024^2,shiny.trace=F,shiny.fullstacktrace=F,shiny.testmode=F) function(input,output,session) { ## initialise reactive values here names <- reactiveValues( bed = NULL...
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############################################################# ### Construct features and responses for training images### ############################################################# ### Authors: Chengliang Tang/Tian Zheng ### Project 3 # feature with 9*9 # helper function to get the value for the neighb...
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##plot2.R Dat<-read.csv("exdata_data_household_power_consumption/household_power_consumption.txt", sep = ";") DAT<- subset(Dat, subset = Dat$Date == "1/2/2007" | Dat$Date == "2/2/2007") DAT$Global_active_power <- as.numeric(as.character(DAT$Global_active_power)) DAT$Date<- as.character(DAT$Date) DAT$Time<- as.character...
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library(rgee) ee_Initialize() #add a band containing image date as years since 1991 createTimeBand <- function(img) { year <- ee$Date(img$get('system:time_start'))$get('year')$subtract(1991L) ee$Image(year)$byte()$addBands(img) } #map the time band creation helper over the night lights collection collection <- e...
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`rgl.isomap` <- function(x, web = "white", ...) { require(rgl) || stop("requires package 'rgl'") ordirgl(x, ...) z <- scores(x, ...) net <- x$net for (i in 1:nrow(net)) rgl.lines(z[net[i,],1], z[net[i,],2], z[net[i,],3], color=web) }
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#setwd("/Projects/GIT/MOOC/Data Science/assignments/CleaningData_Assgn") ## Activity Labels activityDF <- read.table("UCI HAR Dataset/activity_labels.txt", header = FALSE, stringsAsFactors = FALSE) ## Features features <- read.table("UCI HAR Dataset/features.txt", header = FALSE, stringsAsFactor = FALSE) ## Read Tes...
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# generate some test samples # according to simulation study 1 (weibull distributions) # but without varying the parameter alpha2 test.generateTestSamples <- function(numberOfCases=2,montecarloRepetitions=10) { samples<-matrix(data.frame(), nrow=numberOfCases, ncol=montecarloRepetitions) for(casesIterator in 1:numb...
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library(data.table) library(Hmisc) load("Data/hauls_catch_Dec2017.RData", verbose=T) ram.stocks <- readRDS("Data/ram.stock.us.rds") setorder(ram.stocks, scientificname) ### Species catch by haul catch.dt <- as.data.table(dat) haul.dt <- as.data.table(hauls) ### Classify hauls into RAM regions haul.dt[,"subarea":=i...
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#' @importFrom parallel mclapply #' @importFrom topconfects normal_confects #' @importFrom methods new 'slot<-' show #' @importFrom plotly as_widget ggplotly #' @importFrom htmlwidgets saveWidget #' @import dplyr setOldClass('gg') setOldClass('ggplot') #' An S4 class to represent MetaVolcanoR results #' #' @slot in...
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## #This code computes for differentially expressed genes using limma ## #Import package limma library("limma") library("edgeR") #First create a DGEList object using the edgeR package: dge <- DGEList(counts=df) #Create a design matrix design <- cbind("1"=1,"1vs2"=rep(c(1,2), each = nrow(metadatah)/2)) #apply scale n...
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currency2Num <- function(x, na.string = "N/A") { # Extract value and currency symbol from a currency string. # Eg. "-CND$0.08", "$-1.89B" if (is.na(x) || x == na.string) { return(rep(NA, 2)) } m <- regexpr("^([+-]*)([^\\d+-]+)([\\d.+-]+)(\\D*)", x, perl=T) if (m < 0) { return(rep(NA, 2)) } ss <- attr(...
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#' Parse scientific names #' #' Depends on non-CRAN package rgnparser #' #' @export #' @param x An object of class `sp_lit_text` or `sp_lit_text_one` #' @param progress (logical) print a progress bar. default: `TRUE` #' @param ... arguments passed on to `rgnparser::gn_parse_tidy()` #' @details make sure to install gnp...
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\name{drcfit} \alias{drcfit} \alias{print.drcfit} \alias{plot.drcfit} \title{Dose response modelling for responsive items} \description{ Fits dose reponse models to responsive items. } \usage{ drcfit(itemselect, sigmoid.model = c("Hill", "log-probit"), progressbar = TRUE, saveplot2pdf = TRUE, ...
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#' Clatworthy-Williams cross-over design specification #' #' Specifies cross-over designs based on combining Clatworthy (1973) designs #' with Williams (1949) designs. #' #' \code{seq_clatworthy_williams()} supports the specification of designs based #' on combining designs from Clatworthy (1973) with designs from Will...
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#' tci package documentation #' @title tci_documentation #' @name tci_documentation #' @description Functions to implement target-controlled infusion algorithms #' @details This package contains functions to implement target-controlled #' infusion (TCI) algorithms for compartmental PK models under intravenous administr...
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#' Style `R` and `R` Markdown Files #' #' Styles all `R` scripts and `R` Markdown files #' in a given directory. #' #' @author Ivan Jacob Agaloos Pesigan #' @inheritParams util_lapply #' @param dir Character string. #' Directory. #' @param recursive Logical. #' If `TRUE`, #' recursively style all `R` scripts (`.R`, `.r...
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## CYTO_MAP -------------------------------------------------------------------- #' Create dimension-reduced maps of cytometry data #' #' \code{cyto_map} is a convenient wrapper to produce dimension-reduced maps of #' cytometry data using PCA, tSNE, FIt-SNE, UMAP and EmbedSOM. These #' dimensionality reduction functio...
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## ========== DOWNLOADING AND UNZIPPING DATA ========== ## url <- "https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2Fhousehold_power_consumption.zip" download.file(url, destfile = "data.zip") Sys.setlocale("LC_TIME", "English") ## changing time locale (windows) to present ab. of days in English dane <- unzip("dat...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/iam_objects.R \name{AuditData} \alias{AuditData} \title{AuditData Object} \usage{ AuditData(policyDelta = NULL) } \arguments{ \item{policyDelta}{Policy delta between the original policy and the newly set policy} } \value{ AuditData object } \...
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## This is a pair of functions to create a container object for large matrices ## and allow certain values for them, initially just the inverse, to be precomputed ## allowing higher programming speed by avoiding repeated calculation ## makeCacheMatrix creates a list container with: ## 1. A matrix ## 2. Four functions:...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/prep_hmmpackage.R \name{download.dbcan} \alias{download.dbcan} \title{Prepare dbcan database (download and subselect)} \usage{ download.dbcan(dbcan_version = 8, dbcanhmmdb_selectids_file, dbcanhmmdb_file) } \description{ Prepare dbcan databas...
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vacancyServer.R
# filter recruiter output$vacancy_clientCopFilter <- renderUI({ clientCop <- vacancy_rdata$clientCorporation[!vacancy_rdata$customerDpt == "NULL"] clientCop <- as.list(unique(clientCop)) selectInput( "vacancy_clientCopFilter", "Select client coperation", choices = clientCop, selected = "BNP ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/cytoHeatmaps.R \name{cytoHeatmaps} \alias{cytoHeatmaps} \title{Draw heatmaps for cfList} \usage{ cytoHeatmaps(cfList, group, legend = FALSE) } \arguments{ \item{cfList}{a cfList object.} \item{group}{one of: \itemize{ \item a character vecto...
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###### Set Up ###### # 1. setwd("~/Training/Data") dat <- read.table("Activity.csv", header = T, sep = ",", as.is= TRUE) # 2. dat$interval <- as.factor(dat$interval) dat$date <- as.Date(dat$date, format="%m/%d/%Y") dat$day <- weekdays(dat$date) #Adds day of week dat$weekday <- ifelse(weekdays(dat$date)=="Saturday" | we...
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#' Function to stepwise select the (generalized) linear mixed model #' fitted via (g)lmer() or (generalized) additive (mixed) model #' fitted via gamm4() with the smallest cAIC. #' #' #' The step function searches the space of possible models in a greedy manner, #' where the direction of the search is specified by th...
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get_pptm <- function(x){ x_total_count_sum <- sum( x$T0 ) T0_pptm <- x$T0 / (x_total_count_sum / 10^7) x_total_count_sum <- sum( x$Drug_1 ) Drug_1_pptm <- x$Drug_1 / (x_total_count_sum / 10^7) x_total_count_sum <- sum( x$Drug_2 ) ...
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# Getting and cleaning data course project run_analysis <- function() { # use "dplyr" library for fast joins library(dplyr) library(tidyr) ############################################################################ # get 561 features features <-read.table("./Dataset/features.txt", ...
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Sys.setlocale(,"UK_ua") library(shiny) library(ggplot2) library(readxl) library(readr) library(png) library(grid) library(extrafont) library(stringi) unzip(".fonts.zip",exdir = "~/",overwrite = T) system('fc-cache -f ~/.fonts') tele <- rasterGrob(readPNG("1.png"), interpolate=TRUE) net <- rasterGrob(readPNG("2.png"),...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ResultSet_plotRDA.R \name{plotRDA} \alias{plotRDA} \title{Plot RDA results} \usage{ plotRDA(object, pheno = data.frame(), n_feat = 5, main = "RDA plot", alpha = 1) } \arguments{ \item{object}{\code{ResultSet}} \item{pheno}{data.frame with th...
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# Work over results library(data.table) require(ggplot2) library(reshape) source("summarySE.R") parse_sample <- function(file) { data <- data.frame(read.csv(file=file, header=TRUE, sep="\t")) } plot_synset_tol <- function(data, title, save_path) { # Credit: http://www.cookbook-r.com/Graphs/Plotting_means_an...
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library(yaml) library(MASS) CONFIG <- yaml.load_file("config_global.yaml") main <- function() { simga <- matrix(c(1,.5,.5,1),2,2) mean <- rep(0, 2) draw <-mvrnorm(10000, mean, simga) write.table(draw, sprintf("%s/data.csv", CONFIG$build$draw_data), sep=",", row.names = FALSE, col.names = FALSE, ...
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getwd() #1...Prescriptive Analytics used to predict the future outcomes? FALSE #....Base R packages installed automatically?TRUE #2... R operates on vectors of the same length, so if it sees two vectors of different lengths in a binary operation, it replicates (recycles) the smaller vector until it is the same leng...
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#remove special characters, commas from character data and save it to a DF clean <- function(x){ as.numeric( gsub('[^a-zA-Z0-9.]', '', x)) } dat$avg_Agg_HH_INC_ACS_13_17 <- clean(dat$avg_Agg_HH_INC_ACS_13_17) str(dat)
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build_prod_table_log <- function(transport) { file_name <- paste('data/log_metrics/Escenarios_',transport,'.xlsx',sep='') #read all data and returns temp_table <- read.xlsx (file_name,sheet = 1) temp_table <- temp_table[temp_table$prioridad==1,] out_table <- data.frame(num_cuad=temp_table$numVehicl...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Project.R \name{shud.filein} \alias{shud.filein} \title{Prepare Input file of SHUD model \code{shud.filein}} \usage{ shud.filein( projname = get("PRJNAME", envir = .shud), inpath = get("inpath", envir = .shud), outpath = get("outpath", ...
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library(MASS) library(Rcpp) library(RcppArmadillo) wd <- getwd() source(paste(wd, 'var_utils.R', sep = '/')) source(paste(wd, 'esn_utils.R', sep = '/')) #SIM PARAMETERS N_sim <- 1 print_det = FALSE #DATA PARAMETERS seed = 42 N <- 1 Ny <- 1 Nu <- 1 PHI_ro = 0.2 N_test <- 10000 sigma <- 0.1 #ESN PARAMETERS Nx <- 5000 w_r...
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Ex10_2a.R
# Page no. : 415 - 417 # Inference about the Difference between the two Population Means Sigma 1 and Sigma 2 Unknown s1 <- 150 s2 <- 125 n1 <- 28 n2 <- 22 xbar1 <- 1025 xbar2 <- 910 point_estimate <- xbar1 - xbar2 numerator <- ((((s1)**2 /n1) + ((...
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DispConPwrAll <- function(gamma.theta.0.exp, gamma.theta.0.nonmix.exp, gamma.theta.0.nonmix.wei, gamma.theta.0.nonmix.gamma, group1.name, group2.name) { ## Prints the calculated conditional power. ## #...
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testlist <- list(doy = c(-2.14820462865696e+139, 1.19979472795022e-309, -2.08399199030036e+139, -2.14820462865696e+139, -2.14820462865696e+139, -2.14820462865696e+139, 2.77447923393688e+180, 2.77448001762435e+180, 2.75117951516237e+180, 2.77448001762435e+180, 2.77448001762435e+180, 2.77448001762435e+180, 2.77448001...