Package evenn. March 10, 2015

Size: px
Start display at page:

Download "Package evenn. March 10, 2015"

Transcription

1 Type Package Package evenn March 10, 2015 Title A Powerful Tool to Quickly Compare Huge Lists and Draw Venn Diagrams Version 2.2 Imports tcltk Date Author Nicolas Cagnard Maintainer Nicolas Cagnard <nicolas.cagnard@gmail.com> Compute a matrix comparison of lists (from 2 to infinite) and plot the results in a Venn diagram if (N<=4) with regulation details. It allows to produce a complete annotated file, merging the annotations of the compared lists. It is also possible to compute an overlaps table to show the overlaps proportions of all the couples of lists and draw proportional Venn diagrams. License GPL LazyLoad yes Depends R (>= 2.10) NeedsCompilation no Repository CRAN Date/Publication :21:47 R topics documented: evenn-package autoevenn Data_Binary_Matrix Data_Lists Data_Matrix_Of_Folds Data_Matrix_Of_Ratios evenn man.evenn Index 10 1

2 2 evenn-package evenn-package A Powerful Tool to Quickly Compare Huge Lists and Draw Venn Diagrams Details Compute a matrix comparison of lists (from 2 to infinite) and plot the results in a Venn diagram if (N<=4) or a bar chart. It is can to produce a complete annotated file, merging the annotations of the compared lists. It is can also to compute an overlaps table to compute the overlaps proportions of all the couples of lists. Package: evenn Type: Package Version: 2.2 Date: License: GPL LazyLoad: yes Author(s) Author & Maintainer: Nicolas Cagnard <nicolas.cagnard@gmail.com> library(evenn) library(evenn) YNdisplay = TRUE # Allows commentaries and display of the main steps of the process # Matrix of binary data data(data_binary_matrix) evenn(matlists=data_binary_matrix, display=yndisplay, CompName="Binary_Matrix") # Matrix of folds # data(data_matrix_of_folds) # evenn(matlists=data_matrix_of_folds, display=yndisplay, CompName="Matrix_Of_Folds") # Matrix of ratios # data(data_matrix_of_ratios) # evenn(matlists=data_matrix_of_ratios, display=yndisplay, CompName="Matrix_Of_Ratios")

3 autoevenn 3 # List of 2, 3 or 4 matrix w/wo modulations and w/wo profils data data(data_lists) # evenn(matlists=data_lists[c("list_1", "List_2", "List_3", "List_4")], annot=true, # display=yndisplay, CompName="Lists_4") # evenn(matlists=data_lists[c("list_1", "List_2", "List_3", "List_4")], ud=true, # annot=true, display=yndisplay, CompName="Lists_4_UD") # evenn(matlists=data_lists[c("list_1", "List_2", "List_3", "List_4", "DataMoy")], # ud=true, annot=true, Profils=TRUE, display=yndisplay, CompName="Lists_4_UD_Profils") autoevenn Automates the process of several evenn This function creates a list of folders where are placed sources files for venn diagrams and call the evenn function for each one. autoevenn(folderpath = "", annot = TRUE, ud = TRUE, VennBar = FALSE, Solid = TRUE, Profils = TRUE, prop = FALSE, display = FALSE) Arguments FolderPath annot ud Path where are placed the source data folders. If the compared files got more than one column (not only IDs). If the source files comport a ratio or fold column the details of up and down regulated genes will be shown. VennBar Represent the zones of a venn diagram with a bars chart even for more than 4 lists. Solid Profils prop display Author(s) No transparancy, disks are filled with solid colours. This option is valid only if the modulations (UD) are available (ie ratio column or each list) and a DataMoy.txt file containing the means of each group for all the items. The items will be separated by modulations profiles. If the surfaces of the disks should be proportional to the size of the lists. Print commentaries during the process. Author & Maintainer: Nicolas Cagnard <nicolas.cagnard@gmail.com>

4 4 Data_Lists Data_Binary_Matrix Dataset of a binary matrix for a usage example of the package evenn A matrix of 4 columns * lines filled with 0 and 1. 0 means that the item (line) does not belong to the list (column), 1 if it belongs. data("data_binary_matrix") Format The format is: int [1:10493, 1:4] attr(*, "dimnames")=list of 2..$ : chr [1:10493] " " " " " " " ".....$ : chr [1:4] "List_1" "List_2" "List_3" "List_4" # library(evenn) # YNdisplay = TRUE # Allows commentaries and display of the main steps of the process # data(data_binary_matrix) # evenn(matlists=data_binary_matrix, display=yndisplay, CompName="Binary_Matrix") Data_Lists Dataset of a list of 4 matrix of expression data with ratio columns and a matrix of means for a usage example of the package evenn List of 4 matrix (List_1, List_2, List_3, List_4) with IDs, annotations and a column of ratios and a matrix of means (DataMoy). data("data_lists")

5 Data_Matrix_Of_Folds 5 Format The format is: List of 5 $ DataMoy: num [1:33793, 1:6] attr(*, "dimnames")=list of 2....$ : chr [1:33793] " " " " " " " " $ : chr [1:6] "Group_1" "Group_2" "Group_3" "Group_4"... $ List_1 : chr [1:3845, 1:15] "Pcmtd1 " " " "Cspp1 " "Tmem14a " attr(*, "dimnames")=list of 2....$ : chr [1:3845] " " " " " " " " $ : chr [1:15] "Gene" "Name" "pval" "Group_5_sample_1"... $ List_2 : chr [1:2445, 1:15] "Rb1cc1 " "Pcmtd1 " "Cspp1 " " L15 // L15 " attr(*, "dimnames")=list of 2....$ : chr [1:2445] " " " " " " " " $ : chr [1:15] "Gene" "Name" "pval" "Group_6_sample_1"... $ List_3 : chr [1:2525, 1:15] "Terf1 " "Tfap2d " "Efhc1 " "Cfc1 " attr(*, "dimnames")=list of 2....$ : chr [1:2525] " " " " " " " " $ : chr [1:15] "Gene" "Name" "pval" "Group_2_sample_1"... $ List_4 : chr [1:1558, 1:15] "Terf1 " "Khdc1c // Khdc1c " "Khdrbs2 " "Cfc1 " attr(*, "dimnames")=list of 2....$ : chr [1:1558] " " " " " " " " $ : chr [1:15] "Gene" "Name" "pval" "Group_3_sample_1"... library(evenn) # List of 2, 3 or 4 matrix w/wo modulations and w/wo profils data # data(data_lists) # YNdisplay = TRUE # Allows commentaries and display of the main steps of the process # evenn(matlists=data_lists[c("list_1", "List_2", "List_3", "List_4")], annot=true, # display=yndisplay, CompName="Lists_4") # evenn(matlists=data_lists[c("list_1", "List_2", "List_3", "List_4")], ud=true, # annot=true, display=yndisplay, CompName="Lists_4_UD") # evenn(matlists=data_lists[c("list_1", "List_2", "List_3", "List_4", "DataMoy")], # ud=true, annot=true, Profils=TRUE, display=yndisplay, CompName="Lists_4_UD_Profils") Data_Matrix_Of_Folds Dataset of a matrix of folds for a usage example of the package evenn A matrix of 4 columns * lines filled with folds or NA. NA means that the item (line) does not belong to the list (column), there is a fold if it belongs. data("data_matrix_of_folds")

6 6 Data_Matrix_Of_Ratios Format The format is: num [1:10493, 1:4] NA 1.94 NA NA NA... - attr(*, "dimnames")=list of 2..$ : chr [1:10493] " " " " " " " ".....$ : chr [1:4] "List_1" "List_2" "List_3" "List_4" # library(evenn) # YNdisplay = TRUE # Allows commentaries and display of the main steps of the process # data(data_matrix_of_folds) # evenn(matlists=data_matrix_of_folds, display=yndisplay, CompName="Matrix_Of_Folds") Data_Matrix_Of_Ratios Dataset of a matrix of ratios for a usage example of the package evenn A matrix of 4 columns * lines filled with ratios or NA. NA means that the item (line) does not belong to the list (column), there is a ratio if it belongs. data("data_matrix_of_ratios") Format The format is: num [1:10493, 1:4] NA 1.94 NA NA NA... - attr(*, "dimnames")=list of 2..$ : chr [1:10493] " " " " " " " ".....$ : chr [1:4] "List_1" "List_2" "List_3" "List_4" # library(evenn) # YNdisplay = TRUE # Allows commentaries and display of the main steps of the process # data(data_matrix_of_ratios) # evenn(matlists=data_matrix_of_ratios, display=yndisplay, CompName="Matrix_Of_Ratios")

7 evenn 7 evenn A Powerful Tool to Quickly Compare Huge Lists and Draw Venn Diagrams Compute a matrix comparison of lists (from 2 to infinite) and plot the results in a Venn diagram if (N<=4) or a bar chart. It is can to produce a complete annotated file, merging the annotations of the compared lists. It is can also to compute an overlaps table to compute the overlaps proportions of all the couples of lists. evenn(annot=false, matlists="", pathres="", pathlists="", ud=false, prop=false, noms="", overlaps=false, f=0, display=false, couleurs="", VennBar=FALSE, CompName="", transp=0.5, Solid=TRUE, Profils=FALSE, OnlyVariable=FALSE, colblack=false) Arguments annot matlists pathres pathlists ud prop noms If the compared files got more than one column (not only IDs). Matrix, list of matrix or list of lists to be compared. Path used to save the results. The working directory is used by default. Path of the data folder where are placed the files to be compared. The files must be text tabulated or csv format. If the source files comport a ratio or fold column the details of up and down regulated genes will be shown. If the surfaces of the disks should be proportional to the size of the lists. Custom short names for each list. overlaps Compute the proportions of the overlaps for each couple of lists in two ways (A in B and B in A). A heatmap is created if at least three lists are processed. f display couleurs Set a minimum overlap to produce a filtered overlaps matrix. Default f=0 is set to no filter. Print commentaries during the process. Vector of custom colours to be used in the graphics. Default colours: c("blue", "red", "green", "orange") VennBar Represent the zones of a venn diagram with a bars chart even for more than 4 lists. CompName transp Solid Profils Custom name for the main folder. Percentage of transparency of the disks. No transparancy, disks are filled with solid colours. This option is valid only if the modulations (UD) are available (ie ratio column or each list) and a DataMoy.txt file containing the means of each group for all the items. The items will be separated by modulations profiles.

8 8 evenn OnlyVariable colblack evenn expect a variable in (matlist) and produce a binary matrix. (=> Binary- MatrixOut = evenn(matlist=datain)) No color, only Black on a white background. Value All the results are saved in a folder names with date and hour. The comparison binary matrix is saved as a csv file "venn_matrix.csv". If annot is True, the resulting file (same as venn matrix with annotation given by the source lists) is saved as a text file "venn_annot.txt". The venn diagram is saved in a png file "venn_diagram.png". Author(s) Author & Maintainer: Nicolas Cagnard <nicolas.cagnard@gmail.com> library(evenn) YNdisplay = TRUE # Allows commentaries and display of the main steps of the process # Matrix of binary data # data(data_binary_matrix) # evenn(matlists=data_binary_matrix, display=yndisplay, CompName="Binary_Matrix") # Matrix of folds # data(data_matrix_of_folds) # evenn(matlists=data_matrix_of_folds[,c(1,2)], display=yndisplay, CompName="Matrix_Of_Folds") # Matrix of ratios # data(data_matrix_of_ratios) # evenn(matlists=data_matrix_of_ratios, display=yndisplay, CompName="Matrix_Of_Ratios") # List of 2, 3 or 4 matrix w/wo modulations and w/wo profils data # data(data_lists) # evenn(matlists=data_lists[c("list_1", "List_2", "List_3", "List_4")], annot=true, # display=yndisplay, CompName="Lists_4") # evenn(matlists=data_lists[c("list_1", "List_2", "List_3", "List_4")], ud=true, # annot=true, display=yndisplay, CompName="Lists_4_UD") # evenn(matlists=data_lists[c("list_1", "List_2", "List_3", "List_4", "DataMoy")], # ud=true, annot=true, Profils=TRUE, display=yndisplay, CompName="Lists_4_UD_Profils")

9 man.evenn 9 man.evenn Quick manual for evenn Help for quick start informations. man.evenn() Author(s) Author & Maintainer: Nicolas Cagnard <nicolas.cagnard@gmail.com>

10 Index Topic datasets Data_Binary_Matrix, 4 Data_Lists, 4 Data_Matrix_Of_Folds, 5 Data_Matrix_Of_Ratios, 6 Topic package evenn-package, 2 autoevenn, 3 Data_Binary_Matrix, 4 Data_Lists, 4 Data_Matrix_Of_Folds, 5 Data_Matrix_Of_Ratios, 6 evenn (evenn-package), 2 evenn, 7 evenn-package, 2 man.evenn, 9 10

Package PersomicsArray

Package PersomicsArray Package PersomicsArray September 26, 2016 Type Package Title Automated Persomics Array Image Extraction Version 1.0 Date 2016-09-23 Author John Smestad [aut, cre] Maintainer John Smestad

More information

Package SvyNom. February 24, 2015

Package SvyNom. February 24, 2015 Package SvyNom February 24, 2015 Type Package Title Nomograms for Right-Censored Outcomes from Survey Designs Version 1.1 Date 2015-01-06 Author Mithat Gonen, Marinela Capanu Maintainer Mithat Gonen

More information

Package ScrabbleScore

Package ScrabbleScore Type Package Title Calculates Scrabble score for strings Version 1.0 Date 2013-10-01 Author Will Kurt Maintainer Will Kurt Package ScrabbleScore February 19, 2015 Given a word will produce

More information

Package deseasonalize

Package deseasonalize Type Package Package deseasonalize February 19, 2015 Title Optimal deseasonalization for geophysical time series using AR fitting Version 1.35 Date 2013-04-10 Author A. I. McLeod and Hyukjun Gweon Maintainer

More information

Package timeseq. July 17, 2017

Package timeseq. July 17, 2017 Type Package Package timeseq July 17, 2017 Title Detecting Differentially Expressed Genes in Time Course RNA-Seq Data Version 1.0.3 Date 2017-7-17 Author Fan Gao, Xiaoxiao Sun Maintainer Fan Gao

More information

Package UNDO. January 24, 2019

Package UNDO. January 24, 2019 Type Package Package UNDO January 24, 2019 Title Unsupervised Deconvolution of Tumor-Stromal Mixed Expressions Version 1.24.0 Date 2014-07-17 Author Niya Wang Maintainer Niya Wang

More information

Package crimcv. January 25, Index 6. Fits finite mixtures of Zero-inflated Poisson models

Package crimcv. January 25, Index 6. Fits finite mixtures of Zero-inflated Poisson models Version 0.9.6 Package crimcv January 25, 2018 Title Group-Based Modelling of Longitudinal Data Author Jason D. Nielsen Maintainer Jason D. Nielsen Depends

More information

Package reddprec. October 17, 2017

Package reddprec. October 17, 2017 Type Package Title Reconstruction of Daily Data - Precipitation Version 0.4.0 Author Roberto Serrano-Notivoli Package reddprec October 17, 2017 Maintainer Roberto Serrano-Notivoli Computes

More information

Package pedigreemm. R topics documented: February 20, 2015

Package pedigreemm. R topics documented: February 20, 2015 Version 0.3-3 Date 2013-09-27 Title Pedigree-based mixed-effects models Author Douglas Bates and Ana Ines Vazquez, Package pedigreemm February 20, 2015 Maintainer Ana Ines Vazquez

More information

Package garfield. March 8, 2019

Package garfield. March 8, 2019 Package garfield March 8, 2019 Type Package Title GWAS Analysis of Regulatory or Functional Information Enrichment with LD correction Version 1.10.0 Date 2015-12-14 Author Sandro Morganella

More information

Package RVtests. R topics documented: February 19, 2015

Package RVtests. R topics documented: February 19, 2015 Type Package Title Rare Variant Tests Version 1.2 Date 2013-05-27 Author, and C. M. Greenwood Package RVtests February 19, 2015 Maintainer Depends R (>= 2.12.1), glmnet,

More information

Package rreg. January 18, 2018

Package rreg. January 18, 2018 Package rreg January 18, 2018 Title Visualization for Norwegian Health Quality Registries Version 0.1.2 Assists for presentation and visualization of data from the Norwegian Health Quality Registries following

More information

Package countrycode. February 6, 2017

Package countrycode. February 6, 2017 Package countrycode February 6, 2017 Maintainer Vincent Arel-Bundock License GPL-3 Title Convert Country Names and Country Codes LazyData yes Type Package LazyLoad yes

More information

Introduction to ibbig

Introduction to ibbig Introduction to ibbig Aedin Culhane, Daniel Gusenleitner April 4, 2013 1 ibbig Iterative Binary Bi-clustering of Gene sets (ibbig) is a bi-clustering algorithm optimized for discovery of overlapping biclusters

More information

Package randomnames. June 6, 2017

Package randomnames. June 6, 2017 Version 1.0-0.0 Date 2017-6-5 Package randomnames June 6, 2017 Title Function for Generating Random Names and a Dataset Depends R (>= 2.10.0) Suggests knitr Imports data.table (>= 1.8.0) Maintainer Damian

More information

Package Guitar. October 3, 2018

Package Guitar. October 3, 2018 Type Package Title Guitar Version 1.18.0 Date 2016-7-14 Author Jia Meng Package Guitar October 3, 2018 Maintainer Jia Meng The package is designed for visualization of RNA-related

More information

Package countrycode. October 27, 2018

Package countrycode. October 27, 2018 License GPL-3 Title Convert Country Names and Country Codes LazyData yes Type Package LazyLoad yes Encoding UTF-8 Package countrycode October 27, 2018 Standardize country names, convert them into one of

More information

Package dice. February 15, 2013

Package dice. February 15, 2013 Package dice February 15, 2013 Type Package Title Calculate probabilities of various dice-rolling events Version 1.1 Date 2008-09-04 Author Dylan Arena Maintainer Dylan Arena Description

More information

Package gamesnws. February 15, 2013

Package gamesnws. February 15, 2013 Type Package Title Playing games using a NWS Server Version 0.5 Date 2009-10-05 Author Markus Schmidberger, Fabian Grandke Package gamesnws February 15, 2013 Maintainer Markus Schmidberger

More information

Introduction to ibbig

Introduction to ibbig Introduction to ibbig Aedin Culhane, Daniel Gusenleitner June 13, 2018 1 ibbig Iterative Binary Bi-clustering of Gene sets (ibbig) is a bi-clustering algorithm optimized for discovery of overlapping biclusters

More information

Package EILA. February 19, Index 6. The CEU-CHD-YRI admixed simulation data

Package EILA. February 19, Index 6. The CEU-CHD-YRI admixed simulation data Type Package Title Efficient Inference of Local Ancestry Version 0.1-2 Date 2013-09-09 Package EILA February 19, 2015 Author James J. Yang, Jia Li, Anne Buu, and L. Keoki Williams Maintainer James J. Yang

More information

Package gamesga. June 13, 2017

Package gamesga. June 13, 2017 Type Package Package gamesga June 13, 2017 Title Genetic Algorithm for Sequential Symmetric Games Version 1.1.3.2 Imports grdevices (>= 3.4.0), graphics (>= 3.4.0), stats (>= 3.4.0), shiny (>= 1.0.0) Author

More information

Package rtide. May 10, 2017

Package rtide. May 10, 2017 Title Tide Heights Version 0.0.4 Date 2017-05-09 Package rtide May 10, 2017 Calculates tide heights based on tide station. It includes the data for 637 US stations. The data was converted from

More information

NCSS Statistical Software

NCSS Statistical Software Chapter 147 Introduction A mosaic plot is a graphical display of the cell frequencies of a contingency table in which the area of boxes of the plot are proportional to the cell frequencies of the contingency

More information

Package Hiiragi2013. October 4, by signal reinforcement progressively segregates early mouse lineages''

Package Hiiragi2013. October 4, by signal reinforcement progressively segregates early mouse lineages'' Type Package Package Hiiragi2013 October 4, 2018 Title Cell-to-cell expression variability followed by signal reinforcement progressively segregates early mouse lineages Version 1.16.0 Author Andrzej Oles,

More information

Package ImaginR. May 31, 2017

Package ImaginR. May 31, 2017 Type Package Package ImaginR May 31, 2017 Title Delimit and Characterize Color Phenotype of the Pearl Oyster Version 0.1.7 Date 2017-05-29 Author Pierre-Louis Stenger

More information

Package GiniWegNeg. May 24, 2016

Package GiniWegNeg. May 24, 2016 Package GiniWegNeg May 24, 2016 Type Package Title Computing the Gini-Based Coefficients for Weighted and Negative Attributes Version 1.0.1 Imports graphics Date 2016-05-20 Author Emanuela Raffinetti,

More information

Package GiniWegNeg. January 13, 2016

Package GiniWegNeg. January 13, 2016 Type Package Package GiniWegNeg January 13, 2016 Title Computing the Gini Coefficient for Weighted and Negative Attributes Version 1.0 Imports graphics Date 2016-01-13 Author Emanuela Raffinetti, Fabio

More information

Elementary Statistics with R

Elementary Statistics with R Elementary Statistics with R Qualitative Data The tutorials in this section are based on an R built-in data frame named painters. It is a compilation of technical information of a few eighteenth century

More information

Package Rd2md. May 22, 2017

Package Rd2md. May 22, 2017 Title Markdown Reference Manuals Version 0.0.2 Package Rd2md May 22, 2017 The native R functionalities only allow PDF exports of reference manuals. This shall be extended by converting the package documentation

More information

1. What is SENSE Batch

1. What is SENSE Batch 1. What is SENSE Batch 1.1. Introduction SENSE Batch is processing software for thermal images and sequences. It is a modern software which automates repetitive tasks with thermal images. The most important

More information

Package IQCC. R topics documented: November 15, Title Improved Quality Control Charts Version 0.7

Package IQCC. R topics documented: November 15, Title Improved Quality Control Charts Version 0.7 Title Improved Quality Control Charts Version 0.7 Package IQCC November 15, 2017 Builds statistical control charts with exact limits for univariate and multivariate cases. Depends R (>= 3.4.2), misctools

More information

Package iterpc. April 24, 2018

Package iterpc. April 24, 2018 Type Package Package iterpc April 24, 2018 Title Efficient terator for Permutations and Combinations Version 0.4.0 Date 2018-04-14 Author Randy Lai [aut, cre] Maintainer Randy Lai

More information

Package motifrg. R topics documented: July 14, 2018

Package motifrg. R topics documented: July 14, 2018 Package motifrg July 14, 2018 Title A package for discriminative motif discovery, designed for high throughput sequencing dataset Version 1.24.0 Date 2012-03-23 Author Zizhen Yao Tools for discriminative

More information

How to define Graph in HDSME

How to define Graph in HDSME How to define Graph in HDSME HDSME provides several chart/graph options to let you analyze your business in a visual format (2D and 3D). A chart/graph can display a summary of sales, profit, or current

More information

Package ravis. August 29, 2016

Package ravis. August 29, 2016 Encoding UTF-8 Type Package Package ravis August 29, 2016 Title Interface to the Bird-Watching Dataset Proyecto AVIS Version 0.1.4 Date 2015-06-20 BugReports https://github.com/ropensci/ravis/issues Author

More information

Working with data. Garrett Grolemund. PhD Student / Rice Univeristy Department of Statistics

Working with data. Garrett Grolemund. PhD Student / Rice Univeristy Department of Statistics Working with data Garrett Grolemund PhD Student / Rice Univeristy Department of Statistics Sept 2010 1. Loading data 2. Data structures & subsetting 3. Strings vs. factors 4. Combining data 5. Exporting

More information

Mathematics Success Grade 8

Mathematics Success Grade 8 Mathematics Success Grade 8 T429 [OBJECTIVE] The student will solve systems of equations by graphing. [PREREQUISITE SKILLS] solving equations [MATERIALS] Student pages S207 S220 Rulers [ESSENTIAL QUESTIONS]

More information

BacklightFly Manual.

BacklightFly Manual. BacklightFly Manual http://www.febees.com/ Contents Start... 3 Installation... 3 Registration... 7 BacklightFly 1-2-3... 9 Overview... 10 Layers... 14 Layer Container... 14 Layer... 16 Density and Design

More information

Package linlir. February 20, 2015

Package linlir. February 20, 2015 Type Package Package linlir February 20, 2015 Title linear Likelihood-based Imprecise Regression Version 1.1 Date 2012-11-09 Author Andrea Wiencierz Maintainer Andrea Wiencierz

More information

Package MLP. April 14, 2013

Package MLP. April 14, 2013 Package MLP April 14, 2013 Maintainer Tobias Verbeke License GPL-3 Title MLP Type Package Author Nandini Raghavan, Tobias Verbeke, An De Bondt with contributions by Javier

More information

Package twilight. February 15, 2018

Package twilight. February 15, 2018 Version 1.55.0 Title Estimation of local false discovery rate Package twilight February 15, 2018 Author Stefanie Scheid In a typical microarray setting with gene expression data

More information

Package plotpc. September 27, Index 10. Plot principal component loadings

Package plotpc. September 27, Index 10. Plot principal component loadings Version 1.0.4 Package plotpc September 27, 2015 Title Plot Principal Component Histograms Around a Scatter Plot Author Stephen Milborrow Maintainer Stephen Milborrow Depends grid Description

More information

Package colordistance

Package colordistance Package colordistance Title Distance Metrics for Image Color Similarity Date 2018-06-26 Version 1.0.0 June 27, 2018 Loads and displays images, selectively masks specified background colors, bins pixels

More information

Antenna and Propagation

Antenna and Propagation Antenna and Propagation This courseware product contains scholarly and technical information and is protected by copyright laws and international treaties. No part of this publication may be reproduced

More information

Package draw. July 30, 2018

Package draw. July 30, 2018 Type Package Title Wrapper Functions for Producing Graphics Version 1.0.0 Author Richard Wen Package draw July 30, 2018 Maintainer Richard Wen Description A

More information

Package forestmodel. R topics documented: April 16, 2017

Package forestmodel. R topics documented: April 16, 2017 Type Package Title Forest Plots from Regression Models Version 0.4.3 Date 2017-04-16 Author Nick Kennedy Package forestmodel April 16, 2017 Maintainer Nick Kennedy

More information

Package pedantics. R topics documented: April 18, Type Package

Package pedantics. R topics documented: April 18, Type Package Type Package Package pedantics April 18, 2018 Title Functions to Facilitate Power and Sensitivity Analyses for Genetic Studies of Natural Populations Version 1.7 Date 2018-04-18 Depends R (>= 2.4.0), MasterBayes,

More information

Package Anaquin. January 12, 2019

Package Anaquin. January 12, 2019 Type Package Title Statistical analysis of sequins Version 2.6.1 Date 2017-08-08 Author Ted Wong Package Anaquin January 12, 2019 Maintainer Ted Wong The project is intended to support

More information

Package beadarrayfilter

Package beadarrayfilter Type Package Package beadarrayfilter Title Bead filtering for Illumina bead arrays Version 1.1.0 Date 2013-02-04 February 19, 2015 Author Anyiawung Chiara Forcheh, Geert Verbeke, Adetayo Kasim, Dan Lin,

More information

WHITE PAPER ONYX 11 Textile. Using ColorWays. onyxgfx.com

WHITE PAPER ONYX 11 Textile. Using ColorWays. onyxgfx.com WHITE PAPER ONYX 11 Textile Using ColorWays Introduction Colorways is a new tool for ONYX 11 and Thrive 11 Textile editions. Colorways is part of the Patterns tools in Job Editor. This tool makes it easy

More information

Photoshop: a Beginner s course. by: Charina Ong Centre for Development of Teaching and Learning National University of Singapore

Photoshop: a Beginner s course. by: Charina Ong Centre for Development of Teaching and Learning National University of Singapore Photoshop: a Beginner s course by: Charina Ong Centre for Development of Teaching and Learning National University of Singapore Table of Contents About the Workshop... 1 Prerequisites... 1 Workshop Objectives...

More information

Topics for today. Why not use R for graphics? Why use R for graphics? Introduction to R Graphics: U i R t t fi. Using R to create figures

Topics for today. Why not use R for graphics? Why use R for graphics? Introduction to R Graphics: U i R t t fi. Using R to create figures Topics for today Introduction to R Graphics: U i R t t fi Using R to create figures BaRC Hot Topics October 2011 George Bell, Ph.D. http://iona.wi.mit.edu/bio/education/r2011/ Getting started with R Drawing

More information

Plotting Microtiter Plate Maps

Plotting Microtiter Plate Maps Brian Connelly I recently wrote about my workflow for Analyzing Microbial Growth with R. Perhaps the most important part of that process is the plate map, which describes the different experimental variables

More information

SoilJ Technical Manual

SoilJ Technical Manual SoilJ Technical Manual Version 0.0.3 2017-09-08 John Koestel Introduction SoilJ is a plugin for the JAVA-based, free and open image processing software ImageJ (Schneider, Rasband, et al., 2012). It is

More information

Basic Use of XCMS -- Local. Xiuxia Du Department of Bioinformatics & Genomics University of North Carolina at Charlotte

Basic Use of XCMS -- Local. Xiuxia Du Department of Bioinformatics & Genomics University of North Carolina at Charlotte Basic Use of XCMS -- Local Xiuxia Du Department of Bioinformatics & Genomics University of North Carolina at Charlotte Preparation Required: install R Optional: install Rstudio, an IDE (Integrated Development

More information

Acceptance Charts. Sample StatFolio: acceptance chart.sgp

Acceptance Charts. Sample StatFolio: acceptance chart.sgp Acceptance Charts Summary The Acceptance Charts procedure creates control charts with modified control limits based on both the standard deviation of the process and on specification limits for the variable

More information

The permax Package. May 26, 2004

The permax Package. May 26, 2004 The permax Package May 26, 2004 Version 1.2.1 Author Robert J. Gray Maintainer Robert Gentleman The permax library consists of 7 functions, intended

More information

Empirical Statistical Downscaling ESD R Package

Empirical Statistical Downscaling ESD R Package Empirical Statistical Downscaling ESD R Package Rasmus E. Benestad and Abdelkader Mezghani fou / mk / Tuesday Lunch / Cirrus / 14.01.2014 Main Objectives Downscale climate information (variable or parameter)

More information

Package JoSAE. August 9, 2015

Package JoSAE. August 9, 2015 Type Package Package JoSAE August 9, 2015 Title Functions for some Unit-Level Small Area Estimators and their Variances Version 0.2.3 Date 2015-08-07 Author Johannes Breidenbach Maintainer Johannes Breidenbach

More information

CBL Lab WHY ARE THERE MORE REDS IN MY BAG? MATHEMATICS CURRICULUM GRADE SIX. Florida Sunshine State Mathematics Standards

CBL Lab WHY ARE THERE MORE REDS IN MY BAG? MATHEMATICS CURRICULUM GRADE SIX. Florida Sunshine State Mathematics Standards MATHEMATICS CURRICULUM GRADE SIX CBL Lab Florida Sunshine State Mathematics Standards WHY ARE THERE MORE REDS IN MY BAG? John Klimek, Math Coordinator Curt Witthoff, Math/Science Specialist Dr. Benjamin

More information

Package docusignr. October 22, 2017

Package docusignr. October 22, 2017 Title Connect to 'DocuSign' API Version 0.0.3 Package docusignr October 22, 2017 Connect to the 'DocuSign' Rest API , which supports embedded signing,

More information

Appendix to Chapter 1 Release 3

Appendix to Chapter 1 Release 3 Appendix to Chapter 1 Release 3 Introduction to AutoCAD Architectural Desktop Release 3 Enhancements to AutoCAD Architectural Desktop Release 3 include changes in the content of the menu bar, toolbars,

More information

Class #16: Experiment Matlab and Data Analysis

Class #16: Experiment Matlab and Data Analysis Class #16: Experiment Matlab and Data Analysis Purpose: The objective of this experiment is to add to our Matlab skill set so that data can be easily plotted and analyzed with simple tools. Background:

More information

Package ROpenDota. R topics documented: May 16, Type Package Title Access OpenDota Services in R Version 0.1.1

Package ROpenDota. R topics documented: May 16, Type Package Title Access OpenDota Services in R Version 0.1.1 Package ROpenDota Type Package Title Access OpenDota Services in R Version 0.1.1 May 16, 2017 URL https://github.com/rosdyana/ropendota Depends R (>= 3.2.0) Imports RCurl, jsonlite Maintainer Rosdyana

More information

Faculty of Electrical & Electronics Engineering BEE4233 Antenna and Propagation. LAB 1: Introduction to Antenna Measurement

Faculty of Electrical & Electronics Engineering BEE4233 Antenna and Propagation. LAB 1: Introduction to Antenna Measurement Faculty of Electrical & Electronics Engineering BEE4233 Antenna and Propagation LAB 1: Introduction to Antenna Measurement Mapping CO, PO, Domain, KI : CO2,PO3,P5,CTPS5 CO1: Characterize the fundamentals

More information

Package ContourFunctions

Package ContourFunctions Type Package Package ContourFunctions May 4, 2017 Title Create Contour Plots from Data or a Function Version 0.1.0 Provides functions for making contour plots. The contour plot can be created from grid

More information

The Klickety Handbook. Thomas Davey Hui Ni

The Klickety Handbook. Thomas Davey Hui Ni Thomas Davey Hui Ni 2 Contents 1 Introduction 6 2 How to Play 7 2.1 The Game Screen...................................... 8 3 The KSame Mode 9 4 Interface Overview 10 4.1 Default Keybindings....................................

More information

Sheet Metal Punch ifeatures

Sheet Metal Punch ifeatures Lesson 5 Sheet Metal Punch ifeatures Overview This lesson describes punch ifeatures and their use in sheet metal parts. You use punch ifeatures to simplify the creation of common and specialty cut and

More information

Package tictactoe. May 26, 2017

Package tictactoe. May 26, 2017 Type Package Title Tic-Tac-Toe Game Version 0.2.2 Package tictactoe May 26, 2017 Implements tic-tac-toe game to play on console, either with human or AI players. Various levels of AI players are trained

More information

minicad5 QuickStart Tutorial Stage: 4 Plot the Job

minicad5 QuickStart Tutorial Stage: 4 Plot the Job minicad5 QuickStart Tutorial Stage: 4 Plot the Job Aim: Plot the job to both printer / plotter and DXF file. Figure 1 - The finished product Plotting and export to DXF We wish to produce a final paper

More information

USING EFI DOT FILM ON EPSON STYLUS PRO 4000 AND X600/X800 SERIES PRINTERS

USING EFI DOT FILM ON EPSON STYLUS PRO 4000 AND X600/X800 SERIES PRINTERS 1 USING EFI DOT FILM ON EPSON STYLUS PRO 4000 AND X600/X800 SERIES EFI Dot Film is a transparent media that is often used to output grayscale separations for offset and silk-screen printing. This document

More information

Manual for analyzing raw data obtained with the SED sensor

Manual for analyzing raw data obtained with the SED sensor Manual for analyzing raw data obtained with the SED sensor Pim Willemsen (p.willemsen@utwente.nl) Version 0.1 CONCEPT VERSION 1 Concept version (0.1) Contents 1. Introduction... 3 1.1. The sensor... 3

More information

Inserting and Creating ImagesChapter1:

Inserting and Creating ImagesChapter1: Inserting and Creating ImagesChapter1: Chapter 1 In this chapter, you learn to work with raster images, including inserting and managing existing images and creating new ones. By scanning paper drawings

More information

Objectives Learn how to import and display shapefiles in GMS. Learn how to convert the shapefiles to GMS feature objects. Required Components

Objectives Learn how to import and display shapefiles in GMS. Learn how to convert the shapefiles to GMS feature objects. Required Components v. 10.3 GMS 10.3 Tutorial Importing, displaying, and converting shapefiles Objectives Learn how to import and display shapefiles in GMS. Learn how to convert the shapefiles to GMS feature objects. Prerequisite

More information

Package bioacoustics

Package bioacoustics Type Package Package bioacoustics June 9, 2018 Title Analyse Audio Recordings and Automatically Extract Animal Vocalizations Version 0.1.2 Maintainer Jean Marchal Contains all the

More information

[Use Element Selection tool to move raster towards green block.]

[Use Element Selection tool to move raster towards green block.] Demo.dgn 01 High Performance Display Bentley Descartes has been designed to seamlessly integrate into the Raster Manager and all tool boxes, menus, dialog boxes, and other interface operations are consistent

More information

YEAR 9: Still Life. Percentage I can Prove it!

YEAR 9: Still Life. Percentage I can Prove it! YEAR 9: Still Life Percentage I can Prove it! 90% Show an exceptional ability to I can independently investigate the work of artists and designers other artists with skill using a wide range of complex

More information

MonetDB & R. amst-r-dam meet-up, Hannes Mühleisen

MonetDB & R. amst-r-dam meet-up, Hannes Mühleisen MonetDB & R amst-r-dam meet-up, 203-0-4 Hannes Mühleisen Collect data Growing Load data Filter, transform & aggregate data Analyze & Plot Not really Analysis features Publish paper/ Profit Problem: #BiggeR

More information

An Introduction to Guitar Package

An Introduction to Guitar Package An Introduction to Guitar Package Jia Meng, PhD Modified: 2 April, 2016. Compiled: October 30, 2017 1 Quick Start with Guitar This is a manual for Guitar package. The Guitar package is aimed for RNA landmark-guided

More information

Chapter 1. Set Theory

Chapter 1. Set Theory Chapter 1 Set Theory 1 Section 1.1: Types of Sets and Set Notation Set: A collection or group of distinguishable objects. Ex. set of books, the letters of the alphabet, the set of whole numbers. You can

More information

EE/GP140-The Earth From Space- Winter 2008 Handout #16 Lab Exercise #3

EE/GP140-The Earth From Space- Winter 2008 Handout #16 Lab Exercise #3 EE/GP140-The Earth From Space- Winter 2008 Handout #16 Lab Exercise #3 Topic 1: Color Combination. We will see how all colors can be produced by combining red, green, and blue in different proportions.

More information

Ecological Niche in R-GRASS (ENiRG)

Ecological Niche in R-GRASS (ENiRG) Ecological Niche in R-GRASS (ENiRG) F. Canovas, C. Magliozzi, F. Mestre, J.A. Palazon & M. Gonzalez-Wanguemert April 30, 2015 1 ENFA analysis using the command line 1.1 Data preparation Reading the package.

More information

What is new in UNIFIT 2009?

What is new in UNIFIT 2009? What is new in UNIFIT 2009? The version 2009 offers improvements of installation, data handling, design tools, and export formats. The new or improved thirteen subroutines are: i) realization of the user-administrator

More information

Tone is a word that has multiple meanings. It could be used to express the pitch in sound, the

Tone is a word that has multiple meanings. It could be used to express the pitch in sound, the Week 3 - Composition Review homework Pause and Paint determining Notan or Chiaroscuro dominance Below are two images, the original is on the left and I have modified the image on the right. The original

More information

IMPORTING DATA IN R. Importing Data from Statistical Software haven

IMPORTING DATA IN R. Importing Data from Statistical Software haven IMPORTING DATA IN R Importing Data from Statistical Software haven Statistical Software Packages Package Expanded Name Application Data File Extensions SAS Statistical Analysis Software Business Analytics

More information

NIRSpec Technical Note NTN Author(s): S. Birkmann Date of Issue: September 27, 2012 Version: 1.2

NIRSpec Technical Note NTN Author(s): S. Birkmann Date of Issue: September 27, 2012 Version: 1.2 NIRSpec Technical Note NTN-2012-002 Author(s): S. Birkmann Date of Issue: September 27, 2012 Version: 1.2 estec European Space Research and Technology Centre Keplerlaan 1 2201 AZ Noordwijk The Netherlands

More information

SonarWiz Datum Align Reference

SonarWiz Datum Align Reference SonarWiz Datum Align Reference Rev 8.0, 12/22/2015 Chesapeake Technology, Inc. email: support@chesapeaketech.com Main Web site: http://www.chesapeaketech.com Support Web site: http://www.chestech-support.com

More information

Applying mathematics to digital image processing using a spreadsheet

Applying mathematics to digital image processing using a spreadsheet Jeff Waldock Applying mathematics to digital image processing using a spreadsheet Jeff Waldock Department of Engineering and Mathematics Sheffield Hallam University j.waldock@shu.ac.uk Introduction When

More information

Package ASIP. May 11, 2018

Package ASIP. May 11, 2018 Type Package Date 2018-05-11 Title Automated Satellite Image Processing Version 0.4.9 Author M J Riyas [aut, cre], T H Syed [aut] Maintainer M J Riyas Package ASIP May 11, 2018 Efficiently

More information

A Custom-made MATLAB Based Software to Manage Leakage Current Waveforms

A Custom-made MATLAB Based Software to Manage Leakage Current Waveforms ETASR - Engineering, Technology & Applied Science Research Vol. 1, No.2, 2011, 36-42 36 A Custom-made MATLAB Based Software to Manage Leakage Current Waveforms Dionisios Pylarinos High Voltage Lab University

More information

How to make a list sweep measurement

How to make a list sweep measurement How to make a list sweep measurement This material shows how to perform a list sweep measurement through an example of the Photovoltaic Cell IV measurement. Figure 1 illustrates the connection and condition

More information

3. Plotting functions and formulas

3. Plotting functions and formulas 3. Plotting functions and formulas Ken Rice Tim Thornton University of Washington Seattle, July 2015 In this session R is known for having good graphics good for data exploration and summary, as well as

More information

Package RadOnc. March 20, 2019

Package RadOnc. March 20, 2019 Type Package Title Analytical Tools for Radiation Oncology Version 1.1.5 Date 2019-03-18 Package RadOnc March 20, 2019 Author Reid F. Thompson Maintainer Reid F. Thompson

More information

Digital Imaging - Photoshop

Digital Imaging - Photoshop Digital Imaging - Photoshop A digital image is a computer representation of a photograph. It is composed of a grid of tiny squares called pixels (picture elements). Each pixel has a position on the grid

More information

15-388/688 - Practical Data Science: Visualization and Data Exploration. J. Zico Kolter Carnegie Mellon University Spring 2018

15-388/688 - Practical Data Science: Visualization and Data Exploration. J. Zico Kolter Carnegie Mellon University Spring 2018 15-388/688 - Practical Data Science: Visualization and Data Exploration J. Zico Kolter Carnegie Mellon University Spring 2018 1 Outline Basics of visualization Data types and visualization types Software

More information

Instruction Manual. Mark Deimund, Zuyi (Jacky) Huang, Juergen Hahn

Instruction Manual. Mark Deimund, Zuyi (Jacky) Huang, Juergen Hahn Instruction Manual Mark Deimund, Zuyi (Jacky) Huang, Juergen Hahn This manual is for the program that implements the image analysis method presented in our paper: Z. Huang, F. Senocak, A. Jayaraman, and

More information

Lesson 4. Unit 2. Home Gardening. Diagramming Numbers

Lesson 4. Unit 2. Home Gardening. Diagramming Numbers Math 4 Lesson 4 Diagramming Numbers Home Gardening Growing flowers or vegetables can be an interesting and fun hobby. Your garden might be small and just have a few plants. It might be as big as your whole

More information

Project: Yukti Aggarwal

Project: Yukti Aggarwal Project: Yukti Aggarwal Origin, while maintaining features like that of excel where manipulation of columns, rows and applying operations which are familiar, has host of other features which may require

More information

Tube Formation Analysis in the Automated Cellular Analysis System

Tube Formation Analysis in the Automated Cellular Analysis System Tube Formation Analysis in the Automated Cellular Analysis System 1 ibidi GmbH, Version 1.0, 2017-07-14 Table of Content Specifications... 3 Step-by-Step Guide... 4 Analysis... 6 Example Report Job...

More information