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An Introduction to the SAS System
An Introduction to the SAS System Dileep K. Panda Directorate of Water Management Bhubaneswar-751023 [email protected] Introduction The SAS – Statistical Analysis System (erstwhile expansion of SAS) - is the one of the most widely used Statistical Software package by the academic circles and Industry. The SAS software was developed in late 1960s at North Carolina State University and in 1976 SAS Institute was formed. The SAS system is a collection of products, available from the SAS Institute in North Carolina. SAS software is a combination of a statistical package, a data – base management system, and a high level programming language. The SAS is an integrated system of software solutions that performs the following tasks: Data entry, retrieval, and management Report writing and graphics design Statistical and mathematical analysis Business forecasting and decision support Operations research and project management Applications development At the core of the SAS System is the Base SAS software. The Base SAS software includes a fourth-generation programming language and ready-to-use programs called procedures. These integrated procedures handle data manipulation, information storage and retrieval, statistical analysis, and report writing. Additional components offer capabilities for data entry, retrieval, and management; report writing and graphics; statistical and mathematical analysis; business planning, forecasting, and decision support; operations research and project management; quality improvement; and applications development. In general, the Base SAS software has the following capabilities A data management facility A programming language Data analysis and reporting utilities Learning to use Base SAS enables you to work with these features of SAS. It also prepares you to learn other SAS products, because all SAS products follow the same basic rules. -
Information Technology Laboratory Technical Accomplishments
CONTENTS Director’s Foreword 1 ITL at a Glance 4 ITL Research Blueprint 6 Accomplishments of our Research Program 7 Foundation Research Areas 8 Selected Cross-Cutting Themes 26 Industry and International Interactions 36 Publications 44 NISTIR 7169 Conferences 47 February 2005 Staff Recognition 50 U.S. DEPARTMENT OF COMMERCE Carlos M. Gutierrez, Secretary Technology Administration Phillip J. Bond Under Secretary of Commerce for Technology National Institute of Standards and Technology Hratch G. Semerjian, Jr., Acting Director About ITL For more information about ITL, contact: Information Technology Laboratory National Institute of Standards and Technology 100 Bureau Drive, Stop 8900 Gaithersburg, MD 20899-8900 Telephone: (301) 975-2900 Facsimile: (301) 840-1357 E-mail: [email protected] Website: http://www.itl.nist.gov INFORMATION TECHNOLOGY LABORATORY D IRECTOR’S F OREWORD n today’s complex technology-driven world, the Information Technology Laboratory (ITL) at the National Institute of Standards and Technology has the broad mission of supporting U.S. industry, government, and Iacademia with measurements and standards that enable new computational methods for scientific inquiry, assure IT innovations for maintaining global leadership, and re-engineer complex societal systems and processes through insertion of advanced information technology. Through its efforts, ITL seeks to enhance productivity and public safety, facilitate trade, and improve the Dr. Shashi Phoha, quality of life. ITL achieves these goals in areas of Director, Information national priority by drawing on its core capabilities in Technology Laboratory cyber security, software quality assurance, advanced networking, information access, mathematical and computational sciences, and statistical engineering. utilizing existing and emerging IT to meet national Information technology is the acknowledged engine for priorities that reflect the country’s broad based social, national and regional economic growth. -
Release 0.11 Todd Gamblin
Spack Documentation Release 0.11 Todd Gamblin Feb 07, 2018 Basics 1 Feature Overview 3 1.1 Simple package installation.......................................3 1.2 Custom versions & configurations....................................3 1.3 Customize dependencies.........................................4 1.4 Non-destructive installs.........................................4 1.5 Packages can peacefully coexist.....................................4 1.6 Creating packages is easy........................................4 2 Getting Started 7 2.1 Prerequisites...............................................7 2.2 Installation................................................7 2.3 Compiler configuration..........................................9 2.4 Vendor-Specific Compiler Configuration................................ 13 2.5 System Packages............................................. 16 2.6 Utilities Configuration.......................................... 18 2.7 GPG Signing............................................... 20 2.8 Spack on Cray.............................................. 21 3 Basic Usage 25 3.1 Listing available packages........................................ 25 3.2 Installing and uninstalling........................................ 42 3.3 Seeing installed packages........................................ 44 3.4 Specs & dependencies.......................................... 46 3.5 Virtual dependencies........................................... 50 3.6 Extensions & Python support...................................... 53 3.7 Filesystem requirements........................................ -
1 Australian Synchrotron
EPICS Qt Update Paul Martin 1 Australian Synchrotron • 3GeV, 216m circumference synchrotron • 8 Beamlines • 12 Software Engineers • IMBL – Worlds Widest Beam - MRT Clinical Program – Safety Critical • Melbourne, Australia • Nearest other facilities: Taiwan, Thailand, Japan • 16th Most Urbanized Country • World’s most livable cities • Hosting ICALEPCS in 2015 2 Qt • Qt is a cross-platform application and UI framework for developers using C++ – Windows,OS X, Linux, Embedded Linux, Android, iOS, vxWorks, Win CE, Amiga OS • Open Source (LPGL v2.1) Qt Designer • Trolltech -> Nokia -> Digia, • Development tools: Qt Creator, Qt Designer, Qmake, Qt Linguist, Qt Assistant, Integration into Visual Studio • Rich set of Widgets and other classes (1000+), Qwt (125+) • Very Good Documentation, help, examples • All Qt Objects contain powerful object communication Qt Creator mechanism (Signal+Slots) • GUI Layout widgets • Qt Project: www.qt-project.org 3 EPICS Qt – Team • Started 2009 – Anthony Owen, Andrew Rhyder, Glenn Jackson • Joined 2011 – Andy Starritt • Joined 2012 – Ricardo Fernandez • Joined 2013 – Zai Wang (1 year contract) 4 EPICS Qt – Rapid GUI Development • Adds Channel Access to standard Qt Widgets and Data Classes • Rapid GUI Dev – Drag and Drop EPICS aware components in Qt Designer • Macro Substitutions for PV names and other GUI functions Qt Designer Channel Access running at design time .ui file – presented using QEGui on any platform (windows / linux) 5 EPICS Qt – Other App Types QCaString Qt Creator QCaInteger QCaFloating QCaByteArray -
Pyqwt Documentation Release 5.2.1
PyQwt Documentation Release 5.2.1 Gerard Vermeulen July 18, 2010 CONTENTS 1 Introduction 1 1.1 NumPy................................................1 1.2 Qwt..................................................2 1.3 PyQwt with NumPy.........................................2 1.4 Getting help.............................................4 2 Installation 5 2.1 Source Code Installation.......................................5 3 PyQwt Reference Guide 9 3.1 PyQt4.Qwt5 ............................................9 3.2 PyQt4.Qwt5.qplt ........................................ 16 3.3 PyQt4.Qwt5.grace ....................................... 18 4 Copyright 19 5 Indices and Tables 21 Python Module Index 23 Index 25 i ii CHAPTER ONE INTRODUCTION PyQwt is a set of Python bindings for the Qwt library featuring fast plotting of Python lists and tuples and the powerful multi-dimensional arrays provided by NumPy, the fundamental package for efficient scientific and engi- neering computing in Python. 1 1.1 NumPy The NumPy package extends Python with multi-dimensional arrays and a complete set of ‘standard’ functions and operators to manipulate the arrays. NumPy turns Python into is an ideal language experimental numerical and scientific computing (as powerful as APL, MatLab, IDL and others, but much more elegant). If you do not have a mathematical background, you can think of a 1-dimensional array as a column in a spread- sheet. The spreadsheet lets you change whole columns element by element in one single statement. In a similar way, NumPy lets you change whole arrays element by element in one single statement as illustrated by the fol- lowing snippet: >>> import numpy as np >>> x= np.arange(0.0, 10.0, 3.0) >>> y= np.sin(x) >>> x array([ 0., 3., 6., 9.]) >>> y array([ 0. -
Vysoke´Ucˇenítechnicke´V Brneˇ
VYSOKE´ UCˇ ENI´ TECHNICKE´ V BRNEˇ BRNO UNIVERSITY OF TECHNOLOGY FAKULTA INFORMACˇ NI´CH TECHNOLOGII´ U´ STAV INTELIGENTNI´CH SYSTE´ MU˚ FACULTY OF INFORMATION TECHNOLOGY DEPARTMENT OF INTELLIGENT SYSTEMS BEZDRA´TOVA´ SENZOROVA´ SI´Tˇ SESTAVENA´ Z KOMPONENT ARDUINO DIPLOMOVA´ PRA´ CE MASTER’S THESIS AUTOR PRA´ CE Bc. JAKUB Sˇ PLI´CHAL AUTHOR BRNO 2012 VYSOKE´ UCˇ ENI´ TECHNICKE´ V BRNEˇ BRNO UNIVERSITY OF TECHNOLOGY FAKULTA INFORMACˇ NI´CH TECHNOLOGII´ U´ STAV INTELIGENTNI´CH SYSTE´ MU˚ FACULTY OF INFORMATION TECHNOLOGY DEPARTMENT OF INTELLIGENT SYSTEMS BEZDRA´TOVA´ SENZOROVA´ SI´Tˇ SESTAVENA´ Z KOMPONENT ARDUINO WIRELESS SENSOR NETWORK WITH ARDUINO COMPONENTS DIPLOMOVA´ PRA´ CE MASTER’S THESIS AUTOR PRA´ CE Bc. JAKUB Sˇ PLI´CHAL AUTHOR VEDOUCI´ PRA´ CE Ing. JAN SAMEK, Ph.D. SUPERVISOR BRNO 2012 Abstrakt Diplomova´pra´ce se zaby´va´vytvorˇenı´m bezdra´tove´senzorove´sı´teˇsestavene´z komponent Arduino. Pra´ce obsahuje sezna´menı´s platformou Arduino a jejı´mi mozˇnostmi v kombinaci s bezdra´tovy´mi moduly XBee. Du˚lezˇitou cˇa´stı´pra´ce je na´vrh bezdra´tove´sı´teˇz teˇchto komponent a aplikace pro zobrazenı´nameˇrˇeny´ch hodnot ze senzorovy´ch uzlu˚. Cı´lem pra´ce je vytvorˇenı´senzorove´sı´teˇs dyna- mickou topologiı´a prozkouma´nı´jejı´ho chova´nı´v rea´lne´m prostrˇedı´a vytvorˇenı´aplikace pro ulozˇenı´ a zobrazenı´nameˇrˇeny´ch dat z jednotlivy´ch senzorovy´ch uzlu˚. Abstract This thesis deals with the creation of wireless sensor networks consisting of components Arduino. The work includes introduction to the Arduino platform and its capabilities in combination with the wireless XBee modules. -
Hard Real Time Quick EXAFS Data Acquisition with All Open Source Software on a Commodity Personal Computer Brookhaven National L
BNL-79366-2007-CP Hard Real Time Quick EXAFS Data Acquisition With All Open Source Software On A Commodity Personal Computer I. So, D.P. Siddons, W.A. Caliebe and S. Khalid Proceedings of Synchrotron Radiation Instrumentation (SRI 2007) Baton Rouge, LA / April 25 - 27, 2007 October 2007 National Synchrotron Light Source Brookhaven National Laboratory P.O. Box 5000 Upton, NY 11973-5000 www.bnl.gov Notice: This manuscript has been authored by employees of Brookhaven Science Associates, LLC under Contract No. DE-AC02-98CH10886 with the U.S. Department of Energy. The publisher by accepting the manuscript for publication acknowledges that the United States Government retains a non-exclusive, paid-up, irrevocable, world-wide license to publish or reproduce the published form of this manuscript, or allow others to do so, for United States Government purposes. This preprint is intended for publication in a journal or proceedings. Since changes may be made before publication, it may not be cited or reproduced without the author’s permission. BNL-79366-2007-CP DISCLAIMER This report was prepared as an account of work sponsored by an agency of the United States Government. Neither the United States Government nor any agency thereof, nor any of their employees, nor any of their contractors, subcontractors, or their employees, makes any warranty, express or implied, or assumes any legal liability or responsibility for the accuracy, completeness, or any third party’s use or the results of such use of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately owned rights. -
Paquetes Estadísticos Con Licencia Libre (I) Free Statistical
2013, Vol. 18 No 2, pp. 12-33 http://www.uni oviedo.es/reunido /index.php/Rema Paquetes estadísticos con licencia libre (I) Free statistical software (I) Carlos Carleos Artime y Norberto Corral Blanco Departamento de Estadística e I. O. y D.M.. Universidad de Oviedo RESUMEN El presente artículo, el primero de una serie de trabajos, presenta un panorama de los principales paquetes estadísticos disponibles en la actualidad con licencia libre, entendiendo este concepto a partir de los grandes proyectos informáticos así autodefinidos que han cristalizado en los últimos treinta años. En esta primera entrega se presta atención fundamentalmente al programa R. Palabras clave : paquetes estadísticos, software libre, R. ABSTRACT This article, the first in a series of works, presents an overview of the major statistical packages available today with free license, understanding this concept from the large computer and self-defined projects that have crystallized in the last thirty years. In this first paper we pay attention mainly to the program R. Keywords : statistical software, free software, R. Contacto: Norberto Corral Blanco Email: [email protected] . 12 Revista Electrónica de Metodología Aplicada (2013), Vol. 18 No 2, pp. 12-33 1.- Introducción La palabra “libre” es usada, y no siempre de manera adecuada, en múltiples campos de conocimiento así que la informática no iba a ser una excepción. La palabra es especialmente problemática porque su traducción al inglés, “free”, es aun más polisémica, e incluye el concepto “gratis”. En 1985 se fundó la Free Software Foundation (FSF) para defender una definición rigurosa del sófguar libre. La propia palabra “sófguar” (del inglés “software”, por oposición a “hardware”, quincalla, aplicado al soporte físico de la informática) es en sí misma problemática. -
The Statistics Tutor's Pocket Book Guide
statstutor community project encouraging academics to share statistics support resources All stcp resources are released under a Creative Commons licence Stcp-marshall_owen-pocket The Statistics Tutor’s Pocket Book Guide to Statistics Resources Version 1.0 Dated 25/08/2016 Please note that if printed, this guide has been designed to be printed as an A5 booklet double sided on A4 paper. © Alun Owen (University of Worcester), Ellen Marshall (University of Sheffield) www.statstutor.ac.uk and Jonathan Gillard (Cardiff University). Reviewer: Mark Johnston (University of Worcester) Page 2 of 51 Contents INTRODUCTION ................................................................................................................................................................................. 4 SECTION 1 MOST POPULAR RESOURCES .................................................................................................................................... 7 THE MOST RECOMMENDED STATISTICS BOOKS ......................................................................................................................................... 8 THE MOST RECOMMENDED ONLINE STATISTICS RESOURCES ........................................................................................................................ 9 SECTION 2 DESIGNING A STUDY AND CHOOSING A TEST ......................................................................................................... 11 DESIGNING AN EXPERIMENT OR SURVEY AND CHOOSING A TEST ............................................................................................................... -
Qwt User's Guide
Qwt User’s Guide 5.2.1 Generated by Doxygen 1.6.3 Sun Apr 11 11:55:10 2010 CONTENTS i Contents 1 Qwt - Qt Widgets for Technical Applications1 1.1 License............................................1 1.2 Platforms...........................................1 1.3 Screenshots..........................................1 1.4 Downloads..........................................1 1.5 Installation..........................................2 1.6 Support............................................2 1.7 Related Projects........................................2 1.8 Language Bindings......................................2 1.9 Donations...........................................2 1.10 Credits:............................................2 2 Qwt License, Version 1.03 3 INSTALL 11 4 Curve Plots 14 5 Scatter Plot 14 6 Spectrogram, Contour Plot 14 7 Histogram 14 8 Dials, Compasses, Knobs, Wheels, Sliders, Thermos 14 9 Deprecated List 14 10 Class Index 14 10.1 Class Hierarchy........................................ 14 11 Class Index 17 11.1 Class List........................................... 17 12 Class Documentation 20 12.1 QwtEventPattern::KeyPattern Class Reference........................ 20 12.1.1 Detailed Description................................. 21 12.2 QwtEventPattern::MousePattern Class Reference...................... 21 12.2.1 Detailed Description................................. 21 12.3 QwtAbstractScale Class Reference.............................. 21 Generated on Sun Apr 11 11:55:09 2010 for Qwt User’s Guide by Doxygen CONTENTS ii 12.3.1 Detailed -
Sviluppo Di Un Modulo Di Visualizzazione, Memorizzazione E Analisi Dati in Real-Time Con Elevato Parallelismo
ALMA MATER STUDIORUM – UNIVERSITA` DI BOLOGNA CAMPUS DI CESENA Scuola di Scienze Corso di Laurea in Ingegneria e Scienze Informatiche SVILUPPO DI UN MODULO DI VISUALIZZAZIONE, MEMORIZZAZIONE E ANALISI DATI IN REAL-TIME CON ELEVATO PARALLELISMO Relazione finale in PROGRAMMAZIONE AD OGGETTI Relatore Presentata da Prof. MIRKO VIROLI BAJRAM HUSHI Seconda Sessione di Laurea Anno Accademico 2014 – 2015 PAROLE CHIAVE Elements Elettrofisiologia Acquisizione Real Time Analisi in Real Time High Throughput Data Indice Introduzione ix 1 Elements s.r.l. 1 1.1 Chi `eElements . 1 1.2 Descrizione dispositivi . 1 1.3 Caratteristiche dei dispositivi . 2 1.3.1 Protocolli di tensione . 3 1.3.2 Connessione al PC . 3 1.4 Applicazioni in Elettrofisiologia . 3 1.4.1 I canali ionici [1] . 4 2 Tecnologie utilizzate 5 2.1 USB . 5 2.1.1 Descrizione USB . 5 2.1.2 Funzionamento USB 2.0 . 7 2.2 Framework QT . 8 2.3 FTDI . 9 2.4 EEPROM . 9 2.5 Repository . 9 3 Analisi Dei Requisiti 11 3.1 Descrizione del Sistema . 11 3.1.1 Prospettiva del Sistema . 11 3.1.2 Funzionalit`aPrincipali . 11 3.1.3 Requisiti richiesti dall'azienda . 12 3.1.4 Utente Finale . 12 3.1.5 Ambiente d'uso e Limitazioni . 12 3.1.6 Linguaggio e piattaforma di sviluppo . 13 3.2 Interfacciamento con l'esterno . 13 3.2.1 Interfaccia utente . 13 3.2.2 Interfaccia Hardware . 13 3.2.3 Interfaccia software . 13 v vi INDICE 3.3 Suddivisione in moduli . 14 3.3.1 Riconoscimento Dispositivi . 14 3.3.2 Acquisizione dati . -
The R Project for Statistical Computing a Free Software Environment For
The R Project for Statistical Computing A free software environment for statistical computing and graphics that runs on a wide variety of UNIX platforms, Windows and MacOS OpenStat OpenStat is a general-purpose statistics package that you can download and install for free. It was originally written as an aid in the teaching of statistics to students enrolled in a social science program. It has been expanded to provide procedures useful in a wide variety of disciplines. It has a similar interface to SPSS SOFA A basic, user-friendly, open-source statistics, analysis, and reporting package PSPP PSPP is a program for statistical analysis of sampled data. It is a free replacement for the proprietary program SPSS, and appears very similar to it with a few exceptions TANAGRA A free, open-source, easy to use data-mining package PAST PAST is a package created with the palaeontologist in mind but has been adopted by users in other disciplines. It’s easy to use and includes a large selection of common statistical, plotting and modelling functions AnSWR AnSWR is a software system for coordinating and conducting large-scale, team-based analysis projects that integrate qualitative and quantitative techniques MIX An Excel-based tool for meta-analysis Free Statistical Software This page links to free software packages that you can download and install on your computer from StatPages.org Free Statistical Software This page links to free software packages that you can download and install on your computer from freestatistics.info Free Software Information and links from the Resources for Methods in Evaluation and Social Research site You can sort the table below by clicking on the column names.