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odds_ratio <- function(hitter_probability, pitcher_probability, league_probability){ hitter_odds <- probability_to_odds(hitter_probability) pitcher_odds <- probability_to_odds(pitcher_probability) league_odds <- probability_to_odds(league_probability) ratio <- (hitter_odds * pitcher_odds) / league_odds percen...
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reloadData <- function(data, keycountry, minyear, maxyear, keydomain, keydataset, keygeo = 'geographicAreaM49_fi', keytime = 'timePointYears', keyelement= 'measuredElementSuaFbs', keyitem = 'measuredItemFaostat_L2'){ sel_years <- as.character(as...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Class.R \name{show,compCICs-method} \alias{show,compCICs-method} \title{Show Method for Compare CICs Object} \usage{ \S4method{show}{compCICs}(object) } \arguments{ \item{object}{An object of class \code{compCICs}.} } \description{ Show Metho...
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library(xts) library(dygraphs) library(plyr) library(dplyr) load("total_postcode.rda") load("Spatial_Zipcodes.rda") SF_rest= read.csv("Restaurant_Scores.csv",sep=',') #rename columns SF_rest= SF_rest%>%select(rest_id=business_id, name=business_name, address=business_address,...
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#lapply x <- list(a = 1:5, b = rnorm(10)) lapply(x, mean) x <- list(a = 1:4, b = rnorm(10), c = rnorm(20, 1), d = rnorm(100, 5)) x<- 1:10 lapply(x, runif) lapply(x, runif, min=0, max =10) x <- list(a = matrix(1:4, 2, 2), b = matrix(1:6, 3, 2)) lapply(x, function(elt) elt[,1]) sapply(x, mean)
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' signit_summary_table.R Usage: signit_summary_table.R -i INPUT -o OUTPUT [ -s SIGNIT --fraction ] Options: -i --input INPUT Path to serialized output from SignIT (.Rds file) -o --output OUTPUT Path to output summary stats table (.tsv file) -s --signit SIGNIT Path to SignIT ...
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## server.R library(recommenderlab) library(Matrix) # load functions #source('functions/cf.R') #source('functions/cf_algorithm.R') # collaborative filtering #source('functions/similarity_measures.R') # similarity measures # define functions get_user_ratings = function(value_list) { dat = data.table(Movie...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/generics.R, R/MarxanResults.R, R/MarxanSolved.R \name{targetsmet} \alias{targetsmet} \alias{targetsmet.MarxanResults} \alias{targetsmet.MarxanSolved} \title{Extract information on whether solutions have met targets} \usage{ targetsmet(x, ...)...
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#' Baseflow Separation by use of a single-term digital filter. #' #' Extract baseflow from a daily streamflow record using the method described by #'Nathan and MacMahon (1990). #' #' @param date vector of dates corresponding to each \code{discharge}, should be of class "Date." #' Missing values are not permitted. #' @p...
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svc <- paws::efs() test_that("describe_access_points", { expect_error(svc$describe_access_points(), NA) }) test_that("describe_access_points", { expect_error(svc$describe_access_points(MaxResults = 20), NA) }) test_that("describe_file_systems", { expect_error(svc$describe_file_systems(), NA) }) test_that("des...
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################################################################################################ ############################### ΔEGG-TO-ADULT OFFSPRING VIABILITY ############################## ################################################################################################ #Set up environment library(...
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library(rvest) library(dplyr) url <- "https://covid19.bz/" # For a one-time datapull: covid_table <-as.data.frame(matrix(0, ncol = 6, nrow = 1)) for (column in 1:5){ table_val <- url %>% read_html() %>% html_nodes(xpath=paste('//*[@id="content"]/div/div/div/section[7]/div/div/div[',column,']/div/div/di...
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smuf_runf_0919_KO_randomlinesIR.R
#=========================================== # Smart Metering Uncertainty Forecasting # # Author Estevao "Steve" Alvarenga # efsa@bath.edu # Created in 10/Feb/17 #------------------------------------------- # smuf_main combined functions optim & fcst #=========================================...
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costFunction <- function(X, y) { #costfunction Computes cost for logistic regression function(theta) { m <- length(y); # m is the number of training examples #initialize J J <- 0 #h is the hypothesis function h <- sigmoid(X %*% theta) #use a vectorized implementation insted of...
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csv_1278 <- list.files(path = "C:/Users/Jared/Dropbox/CHAMP-Net/Data/Show-Year CSVs/format_csv_1278", pattern = NULL, all.files = FALSE, full.names = FALSE, recursive = FALSE, ignore.case = FALSE, include.dirs = FALSE, no.. = FALSE) for (i in 1:length(csv_1278)){ ...
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#' harmonizeCols #' #' This is function which takes as an input a dataframe containing data #' for a particular indicator, and outputs a dataframe with SDMX concepts as column names and #' followed by an attribute name. Example: REF_REA #' #' @param sdgdf is a data frame referring to a specific SDG #' #' @return This ...
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TabA = as.table(cbind(c("A","B","C"),c(1,2,3))) # > TabA # A B # A A 1 # B B 2 # C C 3 TabB = as.table(cbind(c("D","E","F"),c(1,2,3))) # > TabB # A B # A D 1 # B E 2 # C F 3 nams = c(TabA,TabB) # > nams # [1] "TabA" "TabB" for (i in nams){ print (i) tab = get(nams[i]) print(tab) print(get(nams[i])) }
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/MDataUpdater.AddNewField.R \docType{data} \name{MDataUpdater.AddNewField} \alias{MDataUpdater.AddNewField} \title{MDataUpdater.AddNewField} \format{An object of class \code{R6ClassGenerator} of length 24.} \usage{ MDataUpdater.AddNewField } \...
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# # Profile_thermalSetpoint.R # # # October 28, 2009 # ------------------------------------------------------------------------- # # eliminate all stuff # rm(list = ls(all = TRUE)) start_time <- date(); # format(Sys.time(), "%a %b %d %X %Y %Z") Start.time <- Sys.time() set.seed(12345, kind = NULL) # set seed of ran...
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% $Id: np.cmstest.Rd,v 1.58 2006/11/03 21:17:20 tristen Exp $ \name{npdeneqtest} \alias{npdeneqtest} \title{ Kernel Consistent Density Equality Test with Mixed Data Types } \description{ \code{npdeneqtest} implements a consistent integrated squared difference test for equality of densities as described in Li, Maaso...
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library(tidyverse) library(ebnm) library(flashier) library(drift.alpha) library(softImpute) library(lfa) options(extrapolate.control=list(beta.max=1.0)) args <- commandArgs(trailingOnly=TRUE) bed_prefix <- args[1] rds_path <- args[2] K <- as.integer(args[3]) KCOMPLETE <- 30 # read the genotype matrix Y <- t(lfa:::rea...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/SNP.R \name{combine_pvalue} \alias{combine_pvalue} \title{combine pvalues of SNP difference analysis result} \usage{ combine_pvalue(snpResult, snp2gene, combineMethod = min) } \arguments{ \item{snpResult}{data.frame of SNP difference analysis...
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library(neatmaps) ### Name: formatCluster ### Title: Format Cluster Output ### Aliases: formatCluster ### ** Examples # dummy cluster results clustList <- list(c("A", "B"), c("C", "D", "E")) formatCluster(clusterList = clustList)
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##set your working directory with # setwd() library(secr) library(raster) library(rgdal) library(sp) library(maptools) library(rgeos) library(dplyr) ## coordinate system latlong = "+init=epsg:4326" ## LatLon Projection ingrid = "+init=epsg:32643" ## UTM Projection ## assumptions to generate capture...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/appstream_operations.R \name{appstream_describe_application_fleet_associations} \alias{appstream_describe_application_fleet_associations} \title{Retrieves a list that describes one or more application fleet associations} \usage{ appstream_des...
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############### STEP 1: PRE_PROCESSING # read in the data library(readr) library(sf) dz<-read_sf("boundaries/DZ/SG_DataZoneBdry_2011/SG_DataZone_Bdry_2011.shp") simd<-read_csv("data/SIMD2016indicators.csv") # pre-processing library(dplyr) dzsimd<- dz %>% left_join(simd, by= c("DataZone" = "Data_Zone")) %>% filte...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/has_name.R \name{has_name} \alias{has_name} \alias{has_name.Container} \alias{has_name.dict.table} \title{Check for Name} \usage{ has_name(x, name) \method{has_name}{Container}(x, name) \method{has_name}{dict.table}(x, name) } ...
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\name{getL-methods} \alias{getL} \docType{methods} \alias{getL-methods} \alias{getL,sampalgPrecomp-method} \title{Methods for Function getL in Package `simctest'} \description{ Returns the lower boundary for the stopping rule } \usage{ ##S4 method getL(alg,ind) } \arguments{ \item{alg}{the sampling algorithm} \item...
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library(shiny) library(shinydashboard) library(tidyverse) library(ggplot2) library(DT) # Define UI for application that draws a histogram ui <- dashboardPage(skin="blue", dashboardHeader( title = "HR 데이터 분석" ), dashboardSidebar( sidebarMenu( # Setting id makes input$tab...
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# run the file power_consumption <- read.table("./household_power_consumption.txt",header = TRUE,stringsAsFactors=FALSE,sep=";") sub_power_consumption <- power_consumption[power_consumption$Date %in% c("1/2/2007","2/2/2007") ,] # remove the total data set to clean some memory rm("power_consumption") # convert the dat...
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# ############################################################################## # function to make tables for lm and glm objects # koen.vanbrabant@kuleuven.be # date: 24/04/2017 ################################################################################ reg_table = function(fit=fit,data=data,log=FALSE,roun...
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library(testthat) library(mdsstat) test_check("mdsstat")
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/galaxy.R \name{galaxy} \alias{galaxy} \title{Galaxy Plot: A New Visualization Tool of Bivariate Meta-Analysis Studies} \usage{ galaxy(data, y1, s1, y2, s2, scale1, scale2, scale.adj, corr, group, study.label, annotate, xlab, yl...
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#!/usr/bin/env Rscript suppressPackageStartupMessages(library(data.table)) suppressPackageStartupMessages(library(toscatools)) suppressPackageStartupMessages(library(rslurm)) suppressPackageStartupMessages(library(tictoc)) suppressPackageStartupMessages(library(parallel)) suppressPackageStartupMessages(library(optpars...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/4.CC_funcs.R \name{compare.results.vs.cqt} \alias{compare.results.vs.cqt} \title{Compare the saved cqt vs results} \usage{ compare.results.vs.cqt(dt_results, dt_cqt) } \arguments{ \item{dt_results}{obtained by `read.all.results.csv(results_di...
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## To install R packages for the analysis ## Install multiple packages install.packages(c("RColorBrewer", "data.table", "magrittr", "stringr", "ggplot2"))
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#------------------------------------------------------ # 1 # a) a<-5 b<-2 (factorial(x = a)-b^a)^-0.1 # b) data(OrchardSprays) my_df<-OrchardSprays dim(my_df)[1] index<-seq(from = 1,to = dim(my_df)[1],by = 2) my_df<-my_df[index,1:2] head(my_df) tail(my_df) # c) letters my_text<-rep(letters,1000) my_text # d) ...
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library(ISLR) library(dplyr) library(MASS) library(caret) ## Zadatak 1 data("Smarket") data <- Smarket # ispis varijabli names(data) # dimenzija seta dim(data) # deskriptivna statistika summary(data) # korelacije cor(select(data, -Direction)) # podjela seta, test set 2015 godina, trening set sve ostalo training <...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/endpoint.R \name{queue_endpoint} \alias{queue_endpoint} \title{Create a queue endpoint object} \usage{ queue_endpoint( endpoint, key = NULL, token = NULL, sas = NULL, api_version = getOption("azure_storage_api_version") ) } \argumen...
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\name{getPkmid} \alias{getPkmid} \title{ Computes the Pkmid Values } \description{ 'getPkmid' computes the Pkmid values, a component of Nignal to Noise Ratio (SNR). A vector of Pkmid values is computed for each alignment in the cmph5 file. } \usage{ getPkmid(cmpH5, idx) } \arguments{ \item{cmpH5}{ An obj...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utils.R \name{select_groups} \alias{select_groups} \title{Select groups of grouped tbl} \usage{ select_groups(data, groups) } \arguments{ \item{data}{Grouped data_frame.} \item{groups}{Group numbers to select} } \description{ Useful for exam...
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"mignonette" <- structure(list(cross = c(21, 14.25, 19.125, 7, 15.125, 20.5, 17.375, 23.875, 17.125, 20.75, 16.125, 17.75, 16.25, 10, 10, 22.125, 19, 18.875, 16.5, 19.25, 25.25, 22, 8.75, 14.25), self = c(12.875, 16, 11.875, 15.25, 19.125, 12.5, 16.25, 16.25, 13.375, 13.625, 14.5, 19.5, 20.875, 7.875, 17.75, 9, 11....
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\name{dis} \alias{dis} \title{ Bootstrap confidence intervals } \description{ Calculates different bootstrap confidence intervals. } \usage{ dis(path="~/qgen/", alpha=0.05) } \arguments{ \item{path}{path searched for \code{stat}X\code{.rda}-files.} \item{alpha}{number indicating the two sided error probabilit...
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# Announcement of the company may have impact that last 2 days # moving average of order 2: 2 days back MA(2) noise = rnorm(10000) ma_2 = NULL # get ma2 process for (i in 3:10000) { ma_2[i] = noise[i]+0.7*noise[i-1]+0.2*noise[i-2] } # shift data moving_average_process = ma_2[3:10000] moving_average_process = ts(m...
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setwd("/Users/Carl/Google Drive/2017 winter/503/project") library(foreign) # read.arff library(tidyr) library(dplyr) library(ggplot2) library(gridExtra) library(MASS) library(class) library(randomForest) library(mice) # multiple imputation library(missForest) # impute with RF library(adabag) # boosting library(caret) #...
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library(nullabor) library(ggplot2) library(plyr) library(reshape) library(fpc) library(tourr) ##====================================Distance Metrics=========================================== ## Distance based on Boxplots with indexing box_dist_indx <- function(i, j){ X <- lineup.dat[lineup.dat$.sample == i, ] PX ...
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--- title: "Testing Sunil’s simulations" author: "Timothy Daley" date: "2/11/2019" output: html_document --- testCounts = read.table(file = "/Users/sbodapati/Desktop/TimFile_2.txt", header = TRUE) head(testCounts) counts = testCounts[ ,1:3] colData = data.frame(condition = factor(c(0, 1, 1))) # 1 is condition, 0 i...
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############################################################## #####################Boostrapping basics ############################################################## ################################# #lets Build a normal distrobution ################################ ?rnorm #lets us build a normal distrobution with ...
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################################## LIBRARIES ################################### source("lib/source.R") ################################## GLOBALS ##################################### data_path <- "data/Protocol_I/Data Tables" cleaned_data_path <- "data/Protocol_I/clean" data_name <- "Protocol_I" #################...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/qseckw.R \name{qseckw} \alias{qseckw} \title{The cumulative function of the Secant Kumaraswamy Weibull probability distribution.} \usage{ qseckw(p, a, b, c, lambda, lower = TRUE, log.p = FALSE) } \arguments{ \item{p}{Vector of probab...
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#' Make ridge plot of distributional data #' #' This function creates overlapping KDEs and plots them as an overlapping 'ridge plot' #' inspired by the iconic "Unknown Pleasures" album cover by Joy Division. Whilst being very visually #' attractive it also allows large amounts of KDEs to be plotted in one go, allow...
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setwd('/Users/David/Desktop/MoTrPAC/PA_database') library(metafor) source('repos/motrpac/helper_functions.R') # Get the datasets and their metadata load("PADB_univariate_results_and_preprocessed_data_acute.RData") acute_datasets = cohort_data acute_metadata = cohort_metadata load("PADB_univariate_results_and_preproces...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/PM_Sales_Upload_Submit.R \name{PM_Sales_Upload_Submit} \alias{PM_Sales_Upload_Submit} \title{Submit Poshmark Sales Activity to Database} \usage{ PM_Sales_Upload_Submit(sales_activity) } \arguments{ \item{sales_activity}{Poshmark Sales Activit...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ft_style.R \name{align_lc} \alias{align_lc} \title{Left-center align} \usage{ align_lc(object) } \arguments{ \item{object}{a \code{flextable} object.} } \value{ a \code{flextable} object with left-centered columns } \description{ This functio...
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# Create a vector of 100 employees ("Employee 1", "Employee 2", ... "Employee 100) # Hint: use the `paste()` function to produce the list employees <- c(paste("Employee", 1:100)) print(employees) # Create a vector of 100 random salaries for the year 2014 # Use the `runif()` function to pick a random number between 400...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/paws.inspector_operations.R \name{describe_assessment_targets} \alias{describe_assessment_targets} \title{Describes the assessment targets that are specified by the ARNs of the assessment targets} \usage{ describe_assessment_targets(assessmen...
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## Below functions are meant to be used to calculate the inverse of a matrix ## Because it might be a time consuming operation (if the matrix is big), one might ## not want to do this twice for the same matrix. Those function allow this. ## Creates a special "matrix"-like object that caches its inverse, when its calcu...
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#' compute normal incremental VaR given portfolio weights, mean vector and #' covariance matrix. #' #' compute normal incremental VaR given portfolio weights, mean vector and #' covariance matrix. Incremental VaR is defined as the change in portfolio VaR #' that occurs when an asset is removed from the portfolio. #' ...
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# SAND with R, chapter4.tex # CHUNK 1 library(sand) data(karate) hist(degree(karate), col="lightblue", xlim=c(0,50), xlab="Vertex Degree", ylab="Frequency", main="") # CHUNK 2 hist(graph.strength(karate), col="pink", xlab="Vertex Strength", ylab="Frequency", main="") # CHUNK 3 library(igraphdata) data(yeast)...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/factor.R \name{projsplx} \alias{projsplx} \title{Project a vector onto the simplex} \usage{ projsplx(y) } \arguments{ \item{y}{a \eqn{n}{n} dimensional vector} } \value{ a \eqn{n}{n} dimensional vector which is the projection of \eqn{y}{y} on...
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library(httr) library(rvest) library(stringr) #用gather轉換 df_artists %>% mutate(Rank = 1:100) %>% gather("Year", "Artist", 1:50) -> df_Artist df_titles %>% mutate(Rank = 1:100) %>% gather("Year", "Title", 1:50) -> df_Title df_lyrics %>% mutate(Rank = 1:100) %>% gather("Year", "Lyrics", 1:50) ...
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# PD 52 require(wnl) setwd("D:/Rt/PD") dPD52 = read.csv("PD52.csv") colnames(dPD52) = c("TIME", "DV", "ID", "DOSE") IDs = unique(dPD52[,"ID"]) ; IDs nID = length(IDs) ; nID AMTs = unique(dPD52[,"DOSE"]) ; AMTs require(deSolve) # First order biophse model fPD52ade = function(t, y, p) { Cp = AMTs[i]*p["Kp"]*t*exp...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/cNames.R \name{cNames} \alias{cNames} \title{DF Naming Function} \usage{ cNames(x) } \arguments{ \item{x}{A df} } \value{ renamed columns } \description{ This function allows naming of 5 column df to predetermined names. Required to implement...
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"makead" <- function(nspec, nplots, avSR=NULL, anc=NULL, grad.v=NULL, cf=0.2, puq=0.01) { # grad.v is a vector describing the gradient setting, if it is set a gradient is applied. # puq gives the proportion of ubiquituous species which are allowed to grow everywhere # if ancestor is given, nspec, nplots and av...
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\name{bnormnlr-package} \alias{bnormnlr-package} \alias{bnormnlr} \docType{package} \title{ Bayesian Estimation for Normal Heteroscedastic Nonlinear Regression Models } \description{ Implementation of Bayesian estimation in normal heteroscedastic nonlinear regression Models following Cepeda-Cuervo, (2001). } ...
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# IMBRSea Thesis # Tuan Anh Bui # 18.04.2020 # Belgian beam trawl Discard spatial analysis # This is the script for data processing - environmental variables # Env vars: bathy, slope, chl, sst, substrate (mud, gravel, sand) ######################################## # Load support...
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#FIS prep ###ISSUE###We are missing catch data that is not associated with islands - Must have along given us data from catch blocks around island (including cross seamount) ##ISSUE resolved with updated catch data FEb 2018# ## setup: libraries, file paths ---- library(tidyverse) # install.packages('tidyverse') dir_l...
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library(shiny) source('server.R') shinyUI(fluidPage( titlePanel("Stock Chart Generator"), sidebarLayout( sidebarPanel(numericInput("initial",label = h4("Initial Investment"), value=16.66), actionButton("oneChartButton","get one chart"), numericInput("numRuns", ...
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# rm(list=ls()) library(RCurl) library(dplyr) library(e1071) # SVR via svm() library(kernlab) # SVR via ksvm() - caret does not support svm() with RBF kerneł library(forecast) # ARIMA via auto.arima() library(tseries) library(PSF) # PSF via psf() library(mlr) # train() for optimalization library(emoa) # required by m...
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library(shiny) library(leaflet) library(RColorBrewer) # one script - ui.r # one script - server.r y2030=c('ECHAM5','GENMON','Mean',NA) y2055=c('ECHAM5','GENMON','GFDL','Mean') y2080=c('ECHAM5','GENMON','Mean',NA) dd2<-data.frame(y2030,y2055,y2080) ui <- bootstrapPage( tags$head(tags$style( HTML(' #sel...
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library(jsonlite) library(ggplot2) library(leaflet) library(dplyr) library(tidyr) library(curl) library(lubridate) #library(rgdal) library(caret) ########---------------------------------------------------------------------#>>> ## Retrieve the data in JSON format from opendata.dc.gov using fromJson() dccrimejsonl...
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######################################################## # 使用edgeR进行差异分析 # 使用方式: # source('DE_edgeR.R') # edgeR_DGE(exprSet, group, type) # exprSet: 表达矩阵 # group: 样品分组 # type: 差异分析方法, classical, lrt, qlt # + classcial # + glm: likelihood ratio test/ quasi-likelihood F-test # + + quasi-likelihood(qlf): ...
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install.packages("psych") results <- matrix(c(315, 101, 108, 32), nrow=2, ncol=2, byrow = TRUE) expected <- matrix( c(9, 3, 3, 1), nrow=2, ncol=2, byrow = TRUE ) # lm(results[2][2] ~ ., data = results) podzielone <- results / expected chisq.test(podzielone, expected) # X-squared = 0.0035162, df = 1, p-va...
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## Exploratory Data Analysis project 2 NEI <- readRDS("summarySCC_PM25.rds") SCC <- readRDS("Source_Classification_Code.rds") ## compute sum by year for Baltimore only baltimore<-aggregate(Emissions ~ year, sum,data=NEI[NEI$fips=="24510",]) ##setup for png output png(filename="plot2.png",width=480,height=480,units="px...
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#' summary.mmfit function and plot.mmfit function #' #' @param x a set of sample data #' @param g moment function #' @param start initial values to start with #' @param type distribution type. It take a value from "Poisson", "power law", "Gamma", "Beta", mixture of "2Poissons", and "2Exponential". #' #' @descrip...
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# A test fixture with an R package with a system requirement # that has an array for deb requirements library(gsl)
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#page - 41 #section - 1.7 SPECIAL KINDS OF MATRICES #example 11 #matrix A A <- matrix(c(1,2,3,4,2,5,-6,7,3,-6,8,-9,4,7,-9,0), 4, 4, byrow=TRUE) A #matrix B B <- matrix(c(0,1,2,3,-1,0,-4,5,-2,4,0,6,-3,-5,-6,-0), 4, 4, byrow=TRUE) A AT = t(A) AT BT = t(B) BT #function to compare two matrices #sy...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/MDBinom.r \name{print.AR} \alias{print.AR} \title{Wyświetla statystyki przechowywane w obiekcie \code{\link{AR}}} \usage{ \method{print}{AR}(x) } \arguments{ \item{x}{obiekt klasy \code{AR}.} } \description{ Wyświetla statystyki przechowywane...
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library('ggplot2') library('forecast') library('tseries') daily_data = read.csv('./day.csv', header=TRUE, stringsAsFactors=FALSE) daily_data$Date = as.Date(daily_data$dteday) ggplot(daily_data, aes(Date, cnt)) + geom_line() + scale_x_date('month') + ylab("Daily Bike Checkouts") + xlab("") count_ts = ts(daily_data[,...
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dnaORrna <- function(sequence){ #------- sequence <- toupper(sequence) #------- #sequence <- 'ATGC' nuc <- strsplit(sequence, split='')[[1]] if (length(nuc) == 0){ stop("No sequence is given!!!") } #------- conflictSeq <- intersect(c('T','U'),nuc) if(length(conflictSeq) == 0){ output <- 'DNA o...
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# Compare emissions from motor vehicle sources in Baltimore City with emissions from motor # vehicle sources in Los Angeles County, California (fips == "06037"). # Which city has seen greater changes over time in motor vehicle emissions? library(ggplot2) sum_ssc<- readRDS("summarySCC_PM25.rds") Co <-...
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# # EO.by_maskedNodeId - extract one unit in P, MW, segment form # EO.by_month - cast the EO by month in P, MW, segment form # EO.clean_PQ_pairs_of_NAs # EO.get_unique_participantsMonth # # analyze_NorthfieldMountain # analyze_SalemHarbor # # get_cleared_mw_lessThanHub # get_cleared_mw_lessThanHR # get_must_ta...
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### This script generates Root Biomass Distribution plots for within and between ### row transects source('~/Desktop/branch-arch/NC140/root-yield.R', echo = FALSE) vplayout <- function(x,y){ viewport(layout.pos.row = x, layout.pos.col = y) } within_plots <- c() for (i in c(1:5)){ rootstock_within <- filter(roots...
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# https://bookdown.org/rdpeng/RProgDA/building-new-graphical-elements.html library(grid) GeomMyPoint <- ggproto("GeomMyPoint", Geom, required_aes = c("x", "y"), default_aes = aes(shape = 1), draw_key = draw_key_point, draw_pan...
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mkreport <- function(fname) { mydata <- read.table(fname) x <- (mydata[,1] - mydata[1,1])/60./60. y <- mydata[,3] #pdf('figure1.pdf') quartz() par(mfrow=c(2,2)) plot(y~x,ylab="pings returned (out of 10)",xlab="time (hr)",main=fname, pch=16,col=rgb(0,0,0,1/8)) #dev.off() ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ggchisq_res.R \name{ggchisq_res} \alias{ggchisq_res} \title{Chi-squared residuals matrix plot} \usage{ ggchisq_res( formula, data, weight = NULL, addNA = FALSE, label = NULL, breaks = c(-4, -2, 2, 4), palette = "RdBu", return_...
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# Step 1: import libraries ------------------------------------------------------------------------------ # This script constructs custom data frames to populate the The Economist's interactive presentation of this estimates # Import libraries library(tidyverse) library(data.table) library(lubridate) library(readr) l...
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#Basics of R #1. Define variables #Define a vector with values 4.0, 3.3 and 3.7 grades <- c(4.0, 3.3, 3.7) #Define vector with values "Bio", "Math", "History" course <- c("Bio", "Math", "History") #Define a variable of value 3 betterthanB <- 3 #2. Calculate statistics using R #Avg of grades avggrades <- mean(grades...
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4.data-viz.R
#Data-viz library(ggplot2) library(ggvis) library(tidyverse) library(reshape2) ggplot(df, aes(freq, fill_rate)) + geom_point(aes(color = FY)) + geom_smooth(se = FALSE) + labs(title = "") ggplot(data = melt(df), mapping = aes(x = value)) + geom_histogram(bins = 30) + facet_wrap(~variable, scal...
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run_analysis.R
# Katherine Raney # Getting and Cleaning Data Course Project # November 2014 #setwd("C:\\raneykat_git\\CourseraGetAndCleanProject") # libraries needed library(reshape2) library(tidyr) library(dplyr) # First, load the files # APPLIES FOR BOTH TEST AND TRAIN DATA # activity_labels # this is a lookup dataset cols <...
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# Jaan Bernberg library(wordcloud2) my_cloud_words <- all_data[,3:7] %>% filter(YearCollected == 2017) %>% select(SkillDescription, Amount) %>% group_by(SkillDescription) %>% summarise(Amount = sum(Amount)) %>% arrange(desc(Amount)) %>% as.data.frame() rownames(my_cloud_words) <- my_cloud_words$SkillDe...
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## Operaction dashboard - ui.R library(shiny) library(shinydashboard, warn.conflicts = FALSE) library(htmlwidgets) library(rCharts) library(shinythemes) library(DT) options(shiny.maxRequestSize=10*1024^2) ## app.R header <- dashboardHeader(title = "Operation Dashoard", dropdownMenuOutput("me...
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principalMochila.R
# Instalando o pacote GA install.packages("GA") # Carregando o pacote GA library("GA") # Algoritmo genetico resultado = ga("binary", fitness = fAdaptMO, nBits = 8, popSize = 10, maxiter = 20, names = items) #verificacao de resultados summar...
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DataStrategist/immunotherapy
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4_publish_api.R
# Since the API is defined by `plumber/plumber.R`, i.e. inside a subfolder, # first copy the `config.yml` to the `plumber` folder fs::file_copy("config.yml", "plumber/config.yml", overwrite = TRUE) library(rsconnect) withr::with_dir( "plumber", rsconnect::deployAPI( api = ".", # server = "{server}", ...
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STR_analysis.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/STR_analysis.R \name{STR_analysis} \alias{STR_analysis} \title{Analysis of short tandem repeats (STRs) in a given region of any reference genome} \usage{ STR_analysis(seqName, nr.STRs = 10, nr.mismatch = 0, chrs, STR = "A", lens.grey...