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## Load data setwd("D:/1-1. R studio/Lecture10. Data science capstone/week2/final/en_US") blogs<-readLines("en_US.blogs.txt",warn=FALSE,encoding="UTF-8") news<-readLines("en_US.news.txt",warn=FALSE,encoding="UTF-8") twitter<-readLines("en_US.twitter.txt",warn=FALSE,encoding="UTF-8") ## Summarize data size_blogs<-file...
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#' Cigarette Consumption Panel Data #' #' @docType data #' @source From Christian Kleiber and Achim Zeileis (2008). Applied #' Econometrics with R. New York: Springer-Verlag. ISBN 978-0-387-77316-2. URL #' <https://CRAN.R-project.org/package=AER> #' @keywords datasets #' @md #' @format A data set with 96 observations a...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/mr_median-methods.R \name{weighted.median.boot.se} \alias{weighted.median.boot.se} \title{Weighted median standard error function} \usage{ weighted.median.boot.se(Bx, By, Bxse, Byse, weights, iter, seed) } \arguments{ \item{Bx}{A numeric vect...
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#script_name: Pool_meta_sensitivity_v6.r #project: 4-way decomp: paper 1 #script author: Teri North #script purpose: pool estimates across simulation repeats by # -taking the mean betahat & SE of betahats (to generate MC 95% CI for betahat) # -take the mean SE and the SD of betahat...
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source("bs_tabs.R", local = TRUE) source("mv_td_tabs.R", local = TRUE) source("mv_rb_kde_tabs.R", local = TRUE) source("mv_rb_spe_tabs.R", local = TRUE) source("mv_rb_covmcd_tabs.R", local = TRUE) source("mv_rb_sre_tabs.R", local = TRUE) source("mcv_tabs.R", local = TRUE) Header <- dashboardHeader(title = "Portfolio O...
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# Vectores de dos dimensions c() # Este es el signo que indica un vector c(2,3)*c(4,5) #multiplicacion c(2,3)+c(4,5) #Suma c(2,3)-c(4,5) #Resta c(2,3)/c(4,5) #Division # Vectores de dimensiones diferentes c(2,3,4,6,1)*c(4,5) ## Asignación de objetos # Pueden usar el signo = o el signo compuesto <- para hacer asignaci...
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Lchiffon/getting-and-cleaning-data
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setwd("C:/Users/Administrator/Desktop/data/UCI HAR Dataset") ## set the working Directory data_test<-read.table("./test/x_test.txt") data_train<-read.table("./train/x_train.txt") data=rbind(data_train,data_test) ## combine the test set and the train set mean_x<-rowMeans(data) std_x<-apply(data,1,funct...
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ingted/R-Examples
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c.bma.R
c.bma <- function (..., recursive = FALSE) { if (!missing(recursive)) warning("note that argument recursive has no meaning and is retained for compatibility") combine_chains(...) }
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/preprocess-function.R \name{preprocess_SCD} \alias{preprocess_SCD} \title{Clean Single Case Design Data} \usage{ preprocess_SCD( design, case, phase, session, outcome, cluster = NULL, series = NULL, center = 0, ...
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#PAGE=318 n=24 r=0.75 m=0.05 a=0.6 z1=1.1513*log((1+r)/(1-r),10) z1=round(z1,digits = 3) u=1.1513*log((1+a)/(1-a),10) u=round(u,digits = 4) s=1/sqrt(n-3) s=round(s,digits = 4) z=(z1-u)/s z=round(z,digits = 2) z a=0.05 x1=1-a x=qt(x1,df=1/0) x=round(x,digits = 2) x if(x>z) k<-TRUE k b=0....
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GapAnalysis.R
#for (crab in unique(crabs201X$CrabNum)) { #thisCrab = crabs201X[which(crabs201X$CrabNum == crab),] #timeVec = thisCrab$Date[2] #dateVec = as.POSIXct(paste(thisCrab$Date,thisCrab$Time),format="%m/%d/%y %H:%M:%S") #dateVec2 = c(dateVec[1],dateVec[-length(dateVec)]) #plot(dateVec,thisCrab$Latitude) #plot(dateVec,thisCra...
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POTW_compliance_functions.R
# POTW_compliance_functions.R # Functions used in the code "app.R" in the program "POTW_compliance_v202_start.R" # # List of functions: # # settings.list.create # settings.change.params # SCB_map # grep_start # grep.start.mult # calc.param.sel # plot.profiles # plot.one.profile # plot.ref.profile # plot.prof.graph ...
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2020-12-29T00:42:28.017064
2015-01-25T23:45:12
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cachematrix.R
# Matrix inversion is usually a costly computation and there may be some # benefit to caching the inverse of a matrix rather than compute it repeatedly. # The following two functions are used to cache the inverse of a matrix. # The function makeCacheMatrix() creates a special "matrix" object that # can cache its inve...
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mackerman44/champ_Q4s
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3_parse_data.R
# parse data by watershed, channel unit type, and/or tier 1, and remove any dataset too small (min_samp_size) for comparisons or plotting parse_data = function(data = spc_ls_hab_df, spc, ls, min_samp_size = 20) { #------------------------------ # parse data by watershed wtr = unique(spc_ls_hab_df$Watershed) fo...
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server.R
library(shiny) library(caret) library(tidyr) library(randomForest) value=-1 #wine_data<-read.csv("https://archive.ics.uci.edu/ml/machine-learning-databases/wine-quality/winequality-red.csv") wine_data<-read.csv("winequality-red.csv") colnames(wine_data) <- "Wine_colnames" Tidy_wine_data <- separate(wine_data, Wine_co...
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CreditRating.R
library(rio) library(stargazer) credit_score = import("CreditRating.xlsx") colnames(credit_score) = tolower(make.names(colnames(credit_score))) as.factor(credit_score$student) as.factor(credit_score$married) as.factor(credit_score$ethnicity) as.factor(credit_score$gender) score1.out = lm(rating~limit+cards+student+bala...
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DaniBoo/cyanobacteria_project
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rinput.R
library(ape) testtree <- read.tree("3504_0.txt") unrooted_tr <- unroot(testtree) write.tree(unrooted_tr, file="3504_0_unrooted.txt")
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plot-abn.R
## plot-abn.R --- Author : Gilles Kratzer Last Modified on: 06/12/2016 Last Modified on: 10/03/2017 Last modification: 19.05.2017 Node color list Last mod: 13.06.2017 Arc direction Last mod: ## 18/07/2017 ## major rewrite rf 2021-04 # for final submission elimiate and # `print()` lines plotabn <- function(...) { ...
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074_Modeling_lda.R
### ***** IMPORT ***** ### ########################## source( 'code/Utils.R') #SEED = 12344321 source( 'code/020_Pre_processing.R') # REQUIRE SEED ### ***** SAVING FOLDER ***** ### folder = "results/MODELING/CLASSIFICATION" dir.create( folder ) ################################## # DISCRIMINANT ANALYSIS ## Linear...
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find_TSS_topics_winsizes_for_heatmap_MouseBM.R
# Jake Yeung # Date of Creation: 2020-06-17 # File: ~/projects/scchic/scripts/rstudioserver_analysis/WKM_and_BM_together/find_TSS_topics_winsizes_for_heatmap_MouseBM.R # description rm(list=ls()) library(hash) library(ggrastr) library(dplyr) library(tidyr) library(ggplot2) library(data.table) library(Matrix) librar...
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############################## # Day14 _ Regular Expression ############################## library(stringr) library(rebus) x <- c("cat", "coat", "scotland", "tic toc") # Match two characters, where the second is a "t" str_view(x, pattern = ANY_CHAR %R% "t") # Match a "t" followed by any character str_view(x, pattern...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/cone_logo_text.R \name{cone_logo_text} \alias{cone_logo_text} \title{Generate Cone Health Stylized Text Logo} \usage{ cone_logo_text(background = "#F9F9F9") } \arguments{ \item{background}{Background color of the logo text. Defaults to \code{...
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# This file is part of rstanarm. # Copyright 2013 Stan Development Team # rstanarm is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # #...
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Analysis of Financial Data with R 4.r
> getwd() [1] "C:/Users/Alexa~Chutian/Documents" > setwd('C:/#Baruch/Econometrics/Financial Data') > da = read.table("Data2.txt", header=T) > head(da) date intc sp 1 19730131 0.010050 -0.017111 2 19730228 -0.139303 -0.037490 3 19730330 0.069364 -0.001433 4 19730430 0.086486 -0.040800 5 19730531 -0...
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setwd('/picb/bigdata/project/FengFYM/mlr_models/') options(stringsAsFactors = F) # install.packages('mlr') # install.packages('mlr3') library(mlr) library(mlrMBO) set.seed(123) source('scripts/learner_tuning_v2/elasticnet_learner.R') source('scripts/learner_tuning_v2/glm_learner.R') source('scripts/learner_tuning_v2/k...
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list.dirs("D:/RData/DIPLOM") library("dplyr") library("caret") library("AER") library("ggplot2") library("sandwich") library("ivpack") h <- read.csv("D:/RData/DIPLOM/dataFull.csv", header=TRUE, sep=";") glimpse(h) OP1 <- lm(VVP ~ SG4Z + X4BR, data = h) OP2 <- lm(VVP ~ X4BRZ + SNZP, data = h) in_train <- createDataPa...
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# # This is the server logic of a Shiny web application. You can run the # application by clicking 'Run App' above. # # Find out more about building applications with Shiny here: # # http://shiny.rstudio.com/ # library(shiny) library(ggplot2) library(plotly) # Define server logic required to draw a histogram shiny...
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#'Coefficient #' #'\code{coef} extract model coefficients from objects of class \code{"ridgereg"}. #' #'@param x an object of class. #'@param ... further arguments passed to or from other methods. #' #'@return coefficients extracted from the model object. #' coef.ridgereg <- function(x, ...){ return(x$coefficients...
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rm(list=ls()) library("Matrix") library("lme4") library("MCMCpack") cc.data = read.csv("/Users/daham/Desktop/Marketing Analysis/assignment2/CreditCard_SOW_Data.csv", header=T) cc.data$ConsumerID = as.factor(cc.data$ConsumerID) cc.data$logIncome = log(cc.data$Income) cc.data$logSowRatio = log(cc.data$WalletShare/(1-cc...
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#' @title Simulates fiscal impact of line 4 subway PPP #' #' @description This package allows the user to run Monte Carlo simulation to assess the fiscal impact of lline 4 PPP in São Paulo. #' #' @param ipc_0 A number #' @param ipc_realizado A vector #' #' @return A vector of inflation for 33 years #' #' @examples sim...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/CytoExploreRData.R \docType{data} \name{Compensation} \alias{Compensation} \title{CytoExploreR Compensation Data Set.} \format{ A \code{flowSet} containing the 7 compensation controls. } \source{ Compensation controls used for an in vitro OT-...
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agecount <- function(age = NULL) { ## Check that "age" is non-NULL; else throw error ## Read "homicides.txt" data file homicides=readLines("homicides.txt") ## Extract ages of victims; ignore records where no age is given #male. nono years, Age r <- regexec("(Age:|male,) +(.*?) years", homicides) ages=regmat...
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## These functions calculate the inverse of a matrix and saves it ## into cache. When the user attempts to calculate the matrix inverse, ## the previous value is returned instead of compute it repeatedly. #The makeCacheMatrix function, creates a special "matrix", which is really a list containing a function to # 1. s...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/CST_EnsClustering.R \name{CST_EnsClustering} \alias{CST_EnsClustering} \title{Ensemble clustering} \usage{ CST_EnsClustering( exp, time_moment = "mean", numclus = NULL, lon_lim = NULL, lat_lim = NULL, variance_explained = 80, nu...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/vec2symmat.R \name{vec2symmat} \alias{vec2symmat} \title{Creates a Symmetric Matrix from a Vector} \usage{ vec2symmat(invec, diag = 1, byrow = TRUE) } \arguments{ \item{invec}{The input vector} \item{diag}{The value for the diagonal} \item{...
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#' Post new data to a deployed model API endpoint and return predictions #' #' @param object A model API endpoint object created with [vetiver_endpoint()]. #' @param new_data New data for making predictions, such as a data frame. #' @param ... Extra arguments passed to [httr::POST()] #' #' @return A tibble of model pre...
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library(data.table) set.seed(76924) # simulate data: W ~ Rademacher and A|W ~ N(mu = \pm 1, sd = 0.5) n_train <- 100 w <- rbinom(n_train, 1, 0.5) w[w == 0] <- -1 a <- rnorm(n_train, 2 * w, 0.5) # learn relationship A|W using HAL-based density estimation procedure haldensify_fit <- haldensify( A = a, W = w, n_bins...
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% Generated by roxygen2 (4.0.1): do not edit by hand \name{exprToPlotmathExpr} \alias{exprToPlotmathExpr} \title{Convert any expression to an expression that is plottable by plotmath} \usage{ exprToPlotmathExpr(expr) } \arguments{ \item{expr}{The GP-generated expression to convert.} } \value{ An expression plottable by...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/sfactorDdp.R \name{sfactorDdp} \alias{sfactorDdp} \title{Estimate Astrophysical S-factor} \format{\describe{ \item{x}{ The function has two arguments: ecm, a.scale } }} \usage{ sfactorDdp(ecm = ecm, a.scale = a.scale) } \arguments{ \item{ec...
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write_sleeping_beauty <- function(x,y) { #x=filename, #y=citation threshold #libraries library(dplyr) library(tidyr) library(ggplot2) library(scales) #for log axis in plotgraph library(stringr) ...
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### Develop explanations for patterns in ESS germination results ### source("Source/invasion_functions_iterative.R") # Empirical simulations --------------------------------------------------- outlist <- evolve( nr=1000,nt=10100,nb=100, zam=zamo+mam*zsdo,wam=wamo+mam*wsdo, zsd=zsdo*msd,wsd=wsdo*msd,rho=0.82, ...
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#' Remove Dots Colnames #' #' Goes through all the data.frame objects in #' the current environment and removes any dots #' from the colnames #' @export remove_dots_colnames_data_frames <- function () { for(obj in ls(envir = parent.frame())) { expr <- parse(text = paste0( "if(is.data.frame(", obj, ")) {", ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/AllGenerics.R, R/getCurves.R \name{getCurves} \alias{getCurves} \alias{getCurves,SlingshotDataSet-method} \alias{getCurves,SingleCellExperiment-method} \title{Construct Smooth Lineage Curves} \usage{ getCurves(sds, ...) \S4method{getCurves}{...
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# Analyze mutational signatures per individual (lots of PCAs) # Set working directory here # setwd("~/Documents/Harris_project_directory") options(stringsAsFactors = F) library(ggplot2) library(ggridges) library(plyr) library(RSvgDevice) library(ggfortify) library(scales) library(grid) library(gridExtra) library(cowp...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utils-data.R \docType{data} \name{pnud_uf} \alias{pnud_uf} \title{UNDP data by Federative Units} \format{ a data frame with 81 rows e 235 columns. \describe{ \item{ano}{for more information, check \code{\link{pnud_siglas}}} } } \source{ \u...
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# item choosing function item_choosing = function(items_number) { items = as.integer(runif(as.numeric(items_number),1,99)); return(items); }
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#Regression (Linear) height=c(121,134,145,146,132,189,178,174) weight=c(56,78,57,69,59,64,65,66) relation=lm(weight~height) relation #y=a+bx, i.e. weight=57.71+0.042*height newheight=data.frame(height=192)#here height=192 in the above equation weight=predict(relation,newheight) # x=57.71+0.042*192 weight #M...
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matrix.exp <- matrix(1:50, byrow=TRUE, nrow = 5) first.row <- matrix.exp[1,] first.col <- matrix.exp[,1] first.three.rows <- matrix.exp[1:3,] first.three <- matrix.exp[1:3, 1:3] specific.place <- matrix.exp[2:3, 5:6]
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`mtapspec` <- function(a, dt, klen=length(a), MTP=NULL) { ##### multi-taper spectrum analysis #### Mspec = mtapspec(a$y,a$dt, klen=4096, MTP=list(kind=2,nwin=5, npi=3,inorm=0) ) ##### if(missing(MTP)) { kind=2; nwin=5; npi=3; inorm=1; } else { kind=MTP$ki...
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\name{swTFreeze} \alias{swTFreeze} \title{Seawater freezing temperature} \description{Compute freezing temperature of seawater.} \usage{swTFreeze(salinity, pressure=NULL)} \arguments{ \item{salinity}{either salinity [PSU] or a \code{ctd} object from which salinity will be inferred.} \item{pressure}{seawater ...
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# .onUnload <- function(libpath) { # # library.dynam.unload("coxrobust", libpath) # # }
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# Copyright (C) 2017 Markus Baaske. All Rights Reserved. # This code is published under the GPL (>=3). # # File: qle-package.R # Date: 27/10/2017 # Author: Markus Baaske # # General description of the package and data sets #' Simulation-Based Quasi-Likelihood Estimation #' #' We provide a method for parameter ...
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#!/usr/local/bin/Rscript library(ape) library(RSQLite) library(stringr) direct <- "/Users/aesin/Desktop/Geo_again/Group_fastTree/" in_tree_dir <- file.path(direct, "Final_trees") out_tree_dir <- file.path(direct, "Final_trees_relab") no_dup_tree_dir <- file.path(direct, "Final_trees_noDup") database_path <- "/Use...
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#Volume 1 #Section 2 #Video 4 #Author: Dr. Fabio Veronesi #Load the required packages library(sp) library(raster) #For this video we are going to use the data.frame we created #in video 1.1 #Setting the working directory setwd("E:/OneDrive/Packt - Data Analysis/Data") #Set the URL with the CSV Fil...
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#..................Traer e inspeccionar los datos................... Datos1<-read.csv("bases_de_datos/atitanic.csv") #traemos el dataframe #..Traer los datos desde github miURL="https://raw.githubusercontent.com/armandovl/estadistica_multivariante_r/main/bases_de_datos/atitanic.csv" Datos1<-read.csv(url(miURL)) he...
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cat("\014") # Clear your console rm(list = ls()) #clear your environment ########################## Load in header file ######################## # setwd("~/git/of_dollars_and_data") source(file.path(paste0(getwd(),"/header.R"))) ########################## Load in Libraries ########################## # library(ggplot...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/exportSSFF.R \name{fixNamesForEMU} \alias{fixNamesForEMU} \title{Create modified names for AAA files. Removes punctuation that offends tcltk} \usage{ fixNamesForEMU(files) } \arguments{ \item{files}{the output of list.files} } \value{ list of...
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v1 <- c(10, 1, 37, 5, 12) v2 <- c(8, 3, 9, 6, 4) v3 <- c(18, 9, 12, 4, 6) v4 <- c(8, 27, 6, 32, 23) v5 <- c(12, 13, 16, 9, 10) x <- rbind(v1, v2, v3, v4, v5) m <- matrix(x, nrow = 5, ncol = 5) m names <- c('Thistle', 'Vipers', 'Golden Rain', 'Yellow', 'Blackberry') l <- list(x, names) l
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nullParaEst<-function (x,gamma=0.1) { # x is a vector of z-values # gamma is a parameter, default is 0.1 # output the estimated mean and standard deviation n = length(x) t = c(1:1000)/200 gan = n^(-gamma) that = 0 shat = 0 uhat = 0 epshat = 0 phiplus = rep(1,1000) phiminus = rep(1,1000) dphi...
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###################### ====================================================== ###################### ###################### Scale all sentiment results, maintaining dispersion ###################### ###################### ====================================================== ###################### #' All sentimen...
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排序.R
### 排序 # R中涉及排序的基本函数有order、sort和rank三个。 # order函数返回的是排序数据所在向量中的索引, # rank函数返回该值处于第几位(在统计学上称为秩), # sort函数则返回的是按次排好的数据。 (x <- c(19,84,64,2)) order(x) rank(x) sort(x) # 下面再看一个例子,来更加深入了解order的用法 d <- data.frame(x=c(19,84,64,2,2), y=c(20,13,5,40,21)) d # 按x的升序排序,如果x一样,则按y的升序排序 d[order(d$x,d$y),...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/TreeWalkerDiscrete.R \name{TreeWalkerDiscrete} \alias{TreeWalkerDiscrete} \title{Generate random birth-death tree with associated coordinates} \usage{ TreeWalkerDiscrete( b = 0.1, d = 0.05, steps = 50, slon = 0, slat = 0, stepleng...
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library (BayesFactor) data(sleep) ## Compute difference scores diffScores = sleep$extra[1:10] - sleep$extra[11:20] ## Traditional two-tailed t test t.test(diffScores) dead <- c(938,1238) alive <- c(18760, 26340) prop.test(dead,alive) bf = proportionBF(y = 15, N = 25, p = .5) bf mat <- matrix(c(50,48,21,41), nrow=...
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plot.novel.comm <- function(site.sp.mat, alpha, metric, site, axis.label){ return.data <- identify.novel.gam(site.sp.mat, alpha, metric, site=site, plot=FALSE, plot.data=TRUE) min.p <- return.data[[3]] seq.p <- return.data[[2]] save.data <- return.data return.data<-return.data[[1]]...
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rm(list=ls(all=TRUE)) library(mgcv);library(ggplot2);library(reshape2);library(ggthemes);library(MASS);library(hexbin);library(scales) # Read data Data=read.csv("..//data/FiBY.csv") Data=subset(Data,redshift < 25) ## ## Log modulus transformation L_M <-function(x){sign(x)*log10(abs(x) + 1)} ## fEsc is the variable ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/scNMT.R \name{scNMT} \alias{scNMT} \title{Single-cell Nucleosome, Methylation and Transcription sequencing} \source{ \url{http://ftp.ebi.ac.uk/pub/databases/scnmt_gastrulation/} } \usage{ scNMT( dataType = "mouse_gastrulation", modes = "*...
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pamr_run <- function(fid, data, tc) { data_matrix=data t = nrow(data_matrix) m = ncol(data_matrix) cum_ret = 1 daily_ret = NULL cumpro_ret = NULL e = 0.5 tc = 0 SumReturn = 1 day_weight = t(as.matrix(rep(1/m,times = m))) day_weight_o = t(as.matrix(rep(0,times = m))) daily_portfoli...
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naomi_write_csv <- function(...) { write.csv(..., row.names = FALSE, na = "") } naomi_read_csv <- function(file, ..., col_types = readr::cols()) { as.data.frame(csv_reader(file, TRUE)(file, ..., col_types = col_types)) } readr_read_csv <- function(file, ..., col_types = readr::cols()) { csv_reader(file, TRUE)(f...
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# variance of random walk: var_rw <- function(p, n, x, y) n * p * (1 - p) * (x - y)^2 # expectation of random walk: exp_rw <- function(n, p, x, y) n * (p * x + (1 - p) * y) # PMF of random walk: rw_pmf <- function(p, x, y, w_n, n) { k <- (w_n - n * y) / (x - y) if(k != round(k)) return(NA) if(choose(n, k) == 0) r...
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library(shiny) shinyUI(fluidPage( # header title titlePanel('First try of shiny app, only for form elements'), br(), shinythemes::themeSelector(), wellPanel( dateInput('date', 'Date Choose: ', startview = 'month', language = 'zh-CN'), sliderInput('num', 'Choose a number: ', min = 0, max = 100, value ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utility_define_versions.R \name{define.versions} \alias{define.versions} \title{Define climateR versions} \usage{ define.versions( dates, first.date = "1950-01-01", sep.date = "2006-01-01", scenario, future.call, historic.call, ...
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# This function build a special matrix to help with inverse matrix caching makeCacheMatrix <- function(x=matrix()) { inverse_matrix <- NULL set <- function(y) { x <<- y m <<- NULL } get <- function() x setinverse <-function(inverse) inverse_matrix <<- inverse getinverse <- function() inverse_matrix ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/reporter-teamcity.R \name{TeamcityReporter} \alias{TeamcityReporter} \title{Test reporter: Teamcity format.} \description{ This reporter will output results in the Teamcity message format. For more information about Teamcity messages, see htt...
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# Copyright 2016 Joshua R. Davis # # Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing...
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## Code Prep setwd("C:/Users/drewc/Documents/GitHub/healthy_neighborhoods") library(dplyr) library(randomForest) library(MASS) library(reshape) rf = read.csv("rf/rf_data_dmacs.csv") ## Random Forest rf$Tract <- NULL rf = rf %>% mutate_if(is.factor, as.numeric) of <- randomForest( formula = Di...
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# *************************************************************************************** # Library : timetk # Function : normalize_vec # Created on: 2021/8/14 # URL : https://business-science.github.io/timetk/reference/normalize_vec.html # **********************************************************************...
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#' #' Estimate the state space model using subspace algorithm #' #' Subspace algorithm for the estimation of model #' \deqn{x_{t+1} = Ax_{t} + w_{t}} #' \deqn{y_{t} = Cx_{t} + v_{t}} #' where \eqn{w_{t}} and \eqn{v_{t}} have zero mean and covariance matrices #' \deqn{Var(w_{t})=Q, Var(v_{t})=R, Cov(w_{t},v_{t})=S} #' #...
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File <- "/Users/FARABI/Desktop/fg.txt" data <- read.table(File, header=TRUE, sep=";", stringsAsFactors=FALSE, dec=".") subSet <- data[data$Date %in% c("1/2/2007","2/2/2007") ,] #str(subSetData) datetime <- strptime(paste(subSet$Date, subSet$Time, sep=" "), "%d/%m/%Y %H:%M:%S") g <- as.numeric(subSet$Global_active_pow...
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goldsteinprice <- function(x) { # Goldstein and Price test function (standardized version) # -------------------------------------------------------- # Dimension: n = 2 # Number of local minima: 4 # The global minimum: # x* = c(0.5, 0.25), f(x*) = -3.129172 # The local minima: # x*,2 = c(0.35, 0.4), f(x*,2) ...
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zipFile <- "household_power_consumption.zip" dataFile <- "household_power_consumption.txt" url <- "https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2Fhousehold_power_consumption.zip" if (!file.exists(zipFile)) { download.file(url, zipFile) } if (!file.exists(dataFile)) { unzip(zipFile) } power <- read.csv(dataF...
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datos3<-CI21548Empresas install.packages("quantmod") library(quantmod) *********************************************************** /* ELIMINAMOS LAS EMPRESAS QUE TENGAN MAS DE 200 NA */ *********************************************************** indices<-c(0) for(i in 2:length(CI21548Empresas)){ w<-c(...
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\name{calcul_p} \alias{calcul_p} \title{Estimation of the p-value with Pareto's function or Box-Cox function used on distribution's tail. } \description{ Estimates the p-value of a given data set zsim with the test statistics Zobs thanks to Pareto's method or Box-Cox method with their different estimated parameters...
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library(testthat) library(syntaxr) test_check("syntaxr")
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test_that("as_point works", { # Check numeric inputs expect_true(is_point(as_point(c(0, 1)))) expect_true(is_point(as_points(c(0, 1), c(1, 0)))) expect_true(is_multipoint(as_points(c(0, 1), c(1, 0), to = "MULTIPOINT"))) # Check crs parameter expect_true(is.na(sf::st_crs(as_points(c(0, 1), c(1, 0), to = "MUL...
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library(rdrobust) ### Name: rdbwselect ### Title: Bandwidth Selection Procedures for Local Polynomial Regression ### Discontinuity Estimators ### Aliases: rdbwselect print.rdbwselect summary.rdbwselect ### ** Examples x<-runif(1000,-1,1) y<-5+3*x+2*(x>=0)+rnorm(1000) rdbwselect(y,x)
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/sourcerepo_functions.R \name{projects.repos.testIamPermissions} \alias{projects.repos.testIamPermissions} \title{Returns permissions that a caller has on the specified resource.If the resource does not exist, this will return an empty set ofp...
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#' @include Solver-class.R NULL #' Add a *CPLEX* solver #' #' Specify that the #' [*IBM CPLEX*](https://www.ibm.com/products/ilog-cplex-optimization-studio/cplex-optimizer) software #' should be used to solve a conservation planning problem (IBM 2017) . #' This function can also be used to customize the behavior of th...
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source("R/helper/load-packages.R") source("R/helper/source-files.R") data_path <- "C:/Users/tkiely/Dropbox/MSPA/Thesis/Analysis/full-data" ## all base data: base_data <- read_rds(paste0(data_path,"/","p05_pluto_with_sales.rds")) # 1) ---------------------------------------------------------------------- # step ...
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library(lvec) library(testthat) test_check("lvec")
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# To do: # !! rather than requiring positive definiteness, also accept diagonal matrices? # !! = important note to keep track of, or note for future changes. #' binary search with arbitrary resolution #' #' The \code{\link{binsearch}} function in the \code{gtools} package searches only over integers. This is a wrapp...
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library(dplyr) library(ggplot2) library(wordcloud2) library(tm) library(knitr) library(Hmisc) library(corrplot) df3 <- readr::read_csv("./df3_wsentiment.csv") df4 <- readr::read_csv("./df4.csv") df5 = left_join(df3,df4, by = 'week') df30 = df5%>% mutate(daily_percent_change = (daily_price_change/open)*100)%>% se...
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## Maintain a "matrix vector" that holds a matrix and its inverse. # ( NOTE: It could be built by a simple vector with two elements (matrix, inverse) # but I think there would be one main disadvantage: # the update of the inverse value would be complete responsibility of the # matrix user # ## Create a special "ma...
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require(rstan) require(KernSmooth) require(viridis) ####### Plotting Function ##### interp.fun <- function(win, df) { df$h.at.age <- df$Lstart / df$wstart # find the right row index <- which(df$wstart>=win)[1] if (is.na(index)) h.predict <- df$h.at.age[nrow(df)] if (!is.na(index)) h.predict <- approx(x = df...
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get_data <- function(train_test_path = "./data/train_test/week4/", UNPop_path = "./data/World Population Prospects 2019 - UN/", KaggleTemp_path = "./data/Climate change earth surface temperature data - Kaggle/GlobalLandTemperaturesByCountry.csv", AppleMob_p...
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library(qdap) ### Name: end_inc ### Title: Test for Incomplete Sentences ### Aliases: end_inc ### Keywords: incomplete ### ** Examples ## Not run: ##D dat <- sentSplit(DATA, "state", stem.col = FALSE) ##D dat$state[c(2, 5)] <- paste(strip(dat$state[c(2, 5)]), "|") ##D end_inc(dat, "state") ##D end_inc(dat, "state"...
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\name{getName} \alias{getName} \title{Get String Names from Literals or Named Objects} \description{ Get string names from user supplied input. If the name supplied exists as an object in the parent frame, the object will be assessed for its potential as a source of names. } \usage{ getName(fnam) } \ar...