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PRACTICAL R 4

APPLYING R TO DATA MANIPULATION, PROCESSING AND INTEGRATION

9781484259450 ::  PRACTICAL R 4
ISBN:

9781484259450

EditorialSPRINGER NATURE
Edicion:
Páginas:318
Idioma:INGLES
P.V.P.: 34,99 € + 4% IVA = 36,39 €
Dto 5% Ahorras 1,82 €
Importe final iva incl. 34,57 €
PLAZO DE ENTREGA 15 DIAS

<P>GET STARTED WITH AN ACCELERATED INTRODUCTION TO THE R ECOSYSTEM, PROGRAMMING LANGUAGE, AND TOOLS INCLUDING R SCRIPT AND RSTUDIO. UTILIZING MANY EXAMPLES AND PROJECTS, THIS BOOK TEACHES YOU HOW TO GET DATA INTO R AND HOW TO WORK WITH THAT DATA USING R.&NBSP;ONCE GROUNDED IN THE FUNDAMENTALS, THE REST OF&NBSP;<I>PRACTICAL R 4</I>&NBSP;DIVES INTO SPECIFIC PROJECTS AND EXAMPLES STARTING WITH RUNNING AND ANALYZING A SURVEY USING R AND LIMESURVEY.&NBSP;NEXT, YOU'LL CARRY OUT ADVANCED STATISTICAL ANALYSIS USING R AND MOUSELABWEB.&NBSP;THEN, YOU’LL SEE HOW R CAN WORK FOR YOU WITHOUT STATISTICS, INCLUDING HOW R CAN BE USED TO AUTOMATE DATA FORMATTING, MANIPULATION, REPORTING, AND CUSTOM FUNCTIONS.<BR></P><P>THE FINAL PART OF THIS BOOK DISCUSSES USING R ON A SERVER; YOU’LL BUILD A SCRIPT WITH R THAT CAN RUN AN RSTUDIO SERVER AND MONITOR A REPORT SOURCE FOR CHANGES TO ALERT THE USER WHEN SOMETHING HAS CHANGED.&NBSP;THIS PROJECT INCLUDES BOTH REGULAR EMAIL ALERTING AND PUSH NOTIFICATION.&NBSP;AND, FINALLY, YOU’LL USE R TO CREATE A CUSTOMIZED DAILY RUNDOWN REPORT OF A PERSON'S MOST IMPORTANT INFORMATION SUCH AS A WEATHER REPORT, DAILY CALENDAR, TO-DO'S AND MORE.&NBSP;THIS DEMONSTRATES HOW TO AUTOMATE SUCH A PROCESS SO THAT EVERY MORNING, THE USER NAVIGATES TO THE SAME WEB PAGE AND GETS THE UPDATED REPORT.</P><P><B>WHAT YOU WILL LEARN</B></P> <LI>SET UP AND RUN AN R SCRIPT, INCLUDING INSTALLATION ON A NEW MACHINE AND DOWNLOADING AND CONFIGURING R</LI> <LI>TURN ANY MACHINE INTO A POWERFUL DATA ANALYTICS PLATFORM ACCESSIBLE FROM ANYWHERE WITH RSTUDIO SERVER</LI> <LI>WRITE BASIC R SCRIPTS AND MODIFY EXISTING SCRIPTS TO SUIT YOUR OWN NEEDS</LI> <LI>CREATE BASIC HTML REPORTS IN R, INSERTING INFORMATION AS NEEDED</LI><LI>BUILD A BASIC R PACKAGE AND DISTRIBUTE IT<BR></LI> <P> </P><P>&NBSP;</P><P></P><P><B>WHO THIS BOOK IS FOR</B>&NBSP;</P>SOME PRIOR EXPOSURE TO STATISTICS, PROGRAMMING, AND MAYBE SAS IS RECOMMENDED BUT NOT REQUIRED.<P></P><P>&NBSP;</P><BR><BR>

<DIV>CHAPTER 1: GETTING UP AND RUNNING WITH R</DIV><DIV>CHAPTER 2: GETTING DATA INTO R</DIV><DIV>CHAPTER 3: PROJECT 1: LAUNCHING, ANALYZING, AND REPORTING A SURVEY USING R AND LIMESURVEY</DIV><DIV>CHAPTER 4: PROJECT 2: ADVANCED STATISTICAL ANALYSIS USING R AND MOUSELAB WEB</DIV><DIV>CHAPTER 5: R IN EVERYDAY LIFE</DIV><DIV>CHAPTER 6: PROJECT 3: THE R FORM MAILER</DIV><DIV>CHAPTER 7: PROJECT 4: THE R POWERED PRESENTATION</DIV><DIV>CHAPTER 8: R ANYWHERE</DIV><DIV>CHAPTER 9: PROJECT 5: THE CHANGE ALERT!</DIV><DIV>CHAPTER 10: PROJECT 6: THE R PERSONAL ASSISTANT</DIV><DIV><BR></DIV><DIV><BR></DIV><DIV>DETAILED VIEW BELOW</DIV><DIV><BR></DIV><DIV>CHAPTER 1: GETTING UP AND RUNNING WITH R</DIV><DIV>CHAPTER GOAL:</DIV><DIV>• EXPLAIN WHAT R IS, AND WHAT R ISN’T</DIV><DIV>• EXPLAIN THE R LANDSCAPE – IT’S OPEN SOURCE NATURE AND THE VARIOUS WAYS PEOPLE USE IT.</DIV><DIV>• EXPLAIN HOW R IS INSTALLED, WHAT TYPES OF SYSTEMS IT RUNS ON, AND HOW THE USER INTERACTS WITH IT.</DIV>• EXPLAIN THE BASIC R SCRIPT, RUNNING BASIC COMMANDS IN R (E.G., A “HELLO WORLD”) AND BASIC COMPUTATIONS.<DIV><BR></DIV><DIV>CHAPTER 2: FEED THE BEAST: GETTING DATA INTO R</DIV><DIV>• EXPLAIN THE DIFFERENT TYPES OF DATA THAT R CAN WORK WITH, AND HOW THAT DATA IS STORED.</DIV><DIV>• EXPLAIN THE BASICS OF CONNECTING R TO FLAT FILES, DATABASE FILES, DATABASE SERVERS, AND PUBLISHED DATA ON THE INTERNET.</DIV><DIV>• GIVE EXAMPLES FOR DOWNLOADING DATA DIRECTLY FROM GOOGLE SHEETS, WEBSITES, AND MORE DIRECTLY FROM R.&NBSP;</DIV><DIV>• GIVE EXAMPLES OF BASIC DATA SCRAPING WITH R.</DIV><DIV>• EXPLAIN WRITING OF DATA OBJECTS TO NATIVE RDATA FORMAT AS WELL AS OTHER FORMATS FOR INTERCHANGEABLE USE.</DIV><DIV><BR></DIV><DIV>CHAPTER 3: RECIPE 1: LAUNCHING, ANALYZING, AND REPORTING A SURVEY USING R AND LIMESURVEY</DIV><DIV>• EXPLAIN A REAL-WORLD SCENARIO: A SURVEY PROJECT APPLICABLE TO MARKET RESEARCH.</DIV><DIV>• DISCUSS AN OPEN-SOURCE TOOL, LIMESURVEY, THAT CAN BE USED TO CREATE A SURVEY, COLLECT RESPONSES, AND DOWNLOAD THOSE RESPONSES INTO R.</DIV><DIV>• BRING THE DATA INTO R AND RUN BASIC SUMMARY STATISTICS ON THE DATA.</DIV><DIV>• TAKE THOSE ANALYSES FARTHER INTO INFERENTIAL STATISTICS (LINEAR REGRESSION).</DIV><DIV>CHAPTER 4: RECIPE 2: ADVANCED STATISTICAL ANALYSIS USING R AND MOUSELAB WEB</DIV><DIV>• A DEEPER DATA SCENARIO THAN CHAPTER 3 DISCUSSING HOW MOUSELAB WEB (AN OPEN SOURCE TOOL) CAN BE USED TO TRACK HOW PEOPLE VIEW PRODUCTS AND SERVICES AND MAKE DECISIONS.</DIV><DIV>• INTRODUCES ADVANCED STATISTICAL DESIGN USING LINEAR MIXED-METHODS REGRESSIONS.</DIV><DIV>• ALSO INTRODUCES THE IDEA OF R PACKAGES, AND THE PERILS OF USING PACKAGES (E.G., CONCERNS OVER FUTURE-PROOFING). THIS CHAPTER IS A VERY DEEP CONCEPT THAT WILL BE PRESENTED ACCESSIBLY, SO THAT READERS LEARN THE TAKEAWAYS REGARDING HOW R WORKS AND HOW TO FUTUREPROOF YOUR R PROJECTS, BUT ALSO GET A BIT OF A UNIQUE PROJECT APPLICABLE TO PSYCHOLOGY AND MARKET RESEARCH.</DIV><DIV><BR></DIV><DIV>CHAPTER 5: R IN EVERYDAY LIFE</DIV><DIV>• PERHAPS YOU’RE NOT A STATISTICIAN, YOU JUST WANT R TO BE USEFUL TO YOU IN YOUR JOB. THIS CHAPTER DISCUSSES HOW R CAN BE USED TO AUTOMATE…</DIV><DIV>O DATA FORMATTING</DIV><DIV>O DATA MANIPULATION</DIV><DIV>O DATA REPORTING</DIV><DIV>• THIS CHAPTER ALSO TALKS ABOUT HOW USERS CAN WRITE CUSTOM FUNCTIONS IN R TO SPEED UP THEIR WORKFLOWS.</DIV><DIV>• FINALLY THIS CHAPTER TALKS ABOUT HOW TO EXPORT RESULTS FROM R INTO COMMON DESKTOP SOFTWARE SUCH AS MICROSOFT OFFICE.</DIV><DIV><BR></DIV><DIV>CHAPTER 6: RECIPE 3: THE R FORM MAILER</DIV>• MAIL MERGE IS A GREAT TOOL IN MICROSOFT OFFICE, BUT IT’S ENTIRELY GRAPHICALLY DRIVEN – POINT AND CLICK, DRAG AND DROP. WHAT IF YOU COULD SCRIPT IT?<DIV>• THIS RECIPE DISCUSSES SCRIPTING A MAIL MERGE TYPE ACTIVITY – SENDING CUSTOM EMAILS WITH REPORT INFORMATION DIRECTLY FROM R THROUGH AN EMAIL SERVER.&NBSP;</DIV><DIV>• ALONG THE WAY WE LEARN A BIT MORE ABOUT DATA MANIPULATION BY TAKING LONG FORMAT DATA (SALES FIGURES) AND CALCULATING SALESMEN COMMISSIONS, THEN PROVIDING A REPORT TO EACH SALESPERSON IN THEIR EMAIL.</DIV><DIV><BR></DIV><DIV>CHAPTER 7: RECIPE 4: THE R POWERED PRESENTATION</DIV><DIV>• DISCUSSES A REAL-WORLD SCENARIO WHERE A PRESENTATION MUST BE GIVEN THAT INCLUDES REAL-TIME DATA COLLECTION.</DIV><DIV>• PARTICIPANTS DURING THE PRESENTATION CAN TAKE A QUICK SURVEY (USING GOOGLE FORMS), WHICH WILL THEN BE ANALYZED DURING THE PRESENTATION AND REPORTED BY THE SPEAKER.</DIV><DIV>• DISCUSSES HOW R CAN CREATE AND EXPORT RESULTS NEARLY INSTANTLY, RIGHT ON A SPEAKER’S LAPTOP DURING THE PRESENTATION.</DIV><DIV><BR></DIV><DIV>CHAPTER 8: R ANYWHERE</DIV><DIV>• FINAL PART OF THE BOOK DISCUSSES USING R ON A SERVER FOR ALWAYS-ON ANALYTICS, USING OPEN SOURCE SOFTWARE (RSTUDIO SERVER).&NBSP;</DIV><DIV>• THE COMPUTING REQUIREMENTS FOR SUCH A SYSTEM, AND HOW ONE SETS IT UP EITHER ON A SPARE MACHINE OR ON A DEDICATED VIRTUAL PRIVATE SERVER.</DIV><DIV>• POTENTIAL USES FOR SUCH A SETUP, FROM ANALYSIS FROM DEVICES THAT DON’T SUPPORT R (E.G., AN IPAD), OR ANALYSIS FOR LONG-RUNNING TASKS.</DIV><DIV><BR></DIV><DIV>CHAPTER 9: RECIPE 5: THE CHANGE ALERT!</DIV><DIV>• OFTEN WORK LIFE REQUIRES ONE TO CHECK REPORTS OR OTHER ITEMS TO SEE IF SOMETHING HAS CHANGED – PERHAPS A NEW PERSON HAS BEEN ADDED TO A TEAM, OR A NEW STUDENT ADDED TO A CLASS.</DIV><DIV>• THIS RECIPE DEMONSTRATES HOW TO BUILD A SCRIPT WITH R THAT CAN RUN ON AN RSTUDIO SERVER AND MONITOR A REPORT SOURCE FOR CHANGES, AND ALERT THE USER WHEN SOMETHING HAS CHANGED.</DIV><DIV>• THIS RECIPE DEMONSTRATES NOT ONLY REGULAR EMAIL ALERTING, BUT ALSO PUSH NOTIFICATION ALERTING THROUGH THE SERVICE PUSHOVER, AN ULTRA LOW-COST ($4.99, ONE TIME) OPTION FOR CUSTOMIZED PUSH NOTIFICATIONS.</DIV><DIV><BR></DIV><DIV>CHAPTER 10: RECIPE 6: THE R PERSONAL ASSISTANT</DIV><DIV>• DEMONSTRATES HOW TO USE R TO CREATE A CUSTOMIZED DAILY RUNDOWN REPORT OF A PERSON’S MOST IMPORTANT INFORMATION, SUCH AS THE WEATHER REPORT, DAILY CALENDAR, TO-DOS, AND MORE.</DIV><DIV>• DEMONSTRATES HOW TO AUTOMATE SUCH A PROCESS SO THAT EVERY MORNING THE USER NAVIGATES TO THE SAME WEBPAGE AND GETS THE UPDATED REPORT.&NBSP;</DIV><DIV>• DEMONSTRATES HOW TO BUILD A SIMPLE SKILL IN AMAZON ALEXA THAT WILL READ THE REPORT DAILY AS THE USER’S COMMAND.</DIV><DIV><BR></DIV>

ESTADISTICA MEDICA
INFORMATICA
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