class: center, middle, inverse, title-slide # Ausblick ### Statistik mit R
The R Bootcamp
### September 2020 --- layout: true <div class="my-footer"> <span style="text-align:center"> <span> <img src="https://raw.githubusercontent.com/therbootcamp/therbootcamp.github.io/master/_sessions/_image/by-sa.png" height=14 style="vertical-align: middle"/> </span> <a href="https://therbootcamp.github.io/"> <span style="padding-left:82px"> <font color="#7E7E7E"> www.therbootcamp.com </font> </span> </a> <a href="https://therbootcamp.github.io/"> <font color="#7E7E7E"> Statistik mit R | September 2020 </font> </a> </span> </div> --- .pull-left45[ <br><br><br><br><br> # Hallo Statistiker! In 2 Tagen seid ihr weit gekommen. ] .pull-right4[ <img src="https://therbootcamp.github.io/SmR_2020Mai/_sessions/Welcome/image/schedule.png" height="580" align="center"> ] --- <table style="cellspacing:0; cellpadding:0; border:none; padding-top:50px" width=90%> <col width="42%"> <col width="5%"> <col width="42%"> <tr> <td bgcolor="white" align="center"> <img src="image/box_fit.png" height = 300px style="border-radius:50px"><br> <font style="font-size:10px"> from <a href="https://anomaly.io/about/">nomaly.io</a> </td> <td bgcolor="white" align="center"> </td> <td bgcolor="white" align="center"> <img src="image/tukey_fit.png" height = 300px style="border-radius:50px"><br> <font style="font-size:10px"> from <a href="https://artsandculture.google.com/entity/m025r9k">artsandculture.google.com</a> </td> </tr> <tr> <td bgcolor="white" align="center" width="50%"> <br><font style="font-size:22px"><high>"All models are wrong, but some are useful."</high></font> </td> <td bgcolor="white" align="center"> </td> <td bgcolor="white" align="center"> <br><font style="font-size:22px"><high>"An approximate answer to the right problem is worth a good deal more than an exact answer to an approximate problem."</high></font><br><br> </td> </tr> <tr> <td bgcolor="white" align="center"> <font style="font-size:22px">George E. P. Box</font><br> <font style="font-size:14px">1919-2013</font> </td> <td> </td> <td bgcolor="white" align="center"> <font style="font-size:22px">John W. Tukey</font><br> <font style="font-size:14px">1915-2000</font> </td> </tr> </table> --- <table style="cellspacing:0; cellpadding:0; border:none; padding-top:50px" width=90%> <col width="42%"> <col width="5%"> <col width="42%"> <tr> <td bgcolor="white" align="center"> <img src="image/fisher_fit.png" height = 300px style="border-radius:50px"><br> <font style="font-size:10px"> from <a href="https://www.hamhigh.co.uk/news/heritage/">hamhigh.co.uk</a> </td> <td bgcolor="white" align="center"> </td> <td bgcolor="white" align="center"> <img src="image/lang_fit.png" height = 300px style="border-radius:50px"><br> <font style="font-size:10px"> from <a href="https://en.wikiquote.org/wiki/Andrew_Lang ">wikiquote.org</a> </td> </tr> <tr> <td bgcolor="white" align="center" width="50%"> <br><font style="font-size:22px"><high>"To call in the statistician after the experiment is done may be no more than asking him to perform a post-mortem examination: he may be able to say what the experiment died of."</high></font> </td> <td bgcolor="white" align="center"> </td> <td bgcolor="white" align="center"> <br><font style="font-size:22px"><high>"[He] uses statistics like a drunken man uses a lamp post, more for support than illumination."</high></font><br><br> </td> </tr> <tr> <td bgcolor="white" align="center"> <font style="font-size:22px">Ronald A. Fisher</font><br> <font style="font-size:14px">1890-1962</font> </td> <td> </td> <td bgcolor="white" align="center"> <font style="font-size:22px">Andrew Lang</font><br> <font style="font-size:14px">1844-1912</font> </td> </tr> </table> --- <table style="cellspacing:0; cellpadding:0; border:none; padding-top:50px" width=90%> <col width="42%"> <col width="5%"> <col width="42%"> <tr> <td bgcolor="white" align="center"> <img src="image/wells_fit.png" height = 300px style="border-radius:50px"><br> <font style="font-size:10px"> from <a href="https://www.independent.co.uk/arts-entertainment/">independent.co.uk</a> </td> <td bgcolor="white" align="center"> </td> <td bgcolor="white" align="center"> <img src="image/mosteller_fit.png" height = 300px style="border-radius:50px"><br> <font style="font-size:10px"> from <a href="https://www.americanscientist.org/">americanscientist.org</a> </td> </tr> <tr> <td bgcolor="white" align="center" width="50%"> <br><font style="font-size:22px"><high>"Statistical thinking will one day be as necessary a qualification for efficient citizenship as the ability to read and write."</high></font> </td> <td bgcolor="white" align="center"> </td> <td bgcolor="white" align="center"> <br><font style="font-size:22px"><high>"It's easy to lie with statistics; it is easier to lie without them."</high></font><br><br> </td> </tr> <tr> <td bgcolor="white" align="center"> <font style="font-size:22px">H. G. Wells</font><br> <font style="font-size:14px">1866-1946</font> </td> <td> </td> <td bgcolor="white" align="center"> <font style="font-size:22px">C. Frederick Mosteller</font><br> <font style="font-size:14px">1916-2006</font> </td> </tr> </table> --- <table style="cellspacing:0; cellpadding:0; border:none; padding-top:50px" width=90%> <col width="42%"> <col width="5%"> <col width="42%"> <tr> <td bgcolor="white" align="center"> <img src="image/good_fit.png" height = 300px style="border-radius:50px"><br> <font style="font-size:10px"> from <a href="http://www.bigear.org/CSMO/HTML/CS06/cs06p13.htm">bigear.org</a> </td> <td bgcolor="white" align="center"> </td> <td bgcolor="white" align="center"> <img src="image/rutherford_fit.png" height = 300px style="border-radius:50px"><br> <font style="font-size:10px"> from <a href="https://de.wikipedia.org/wiki/Ernest_Rutherford">wikipedia.org</a> </td> </tr> <tr> <td bgcolor="white" align="center" width="50%"> <br><font style="font-size:22px"><high>"The subjectivist (i.e. Bayesian) states his judgements, whereas the objectivist sweeps them under the carpet by calling assumptions knowledge, and he basks in the glorious objectivity of science."</high></font> </td> <td bgcolor="white" align="center"> </td> <td bgcolor="white" align="center"> <br><font style="font-size:22px"><high>"If your experiment needs statistics, you ought to have done a better experiment."</high></font><br><br> </td> </tr> <tr> <td bgcolor="white" align="center"> <font style="font-size:22px">I. J. Good</font><br> <font style="font-size:14px">1916-2009</font> </td> <td> </td> <td bgcolor="white" align="center"> <font style="font-size:22px">Ernest Rutherford</font><br> <font style="font-size:14px">1871-1937</font> </td> </tr> </table> --- # Nächste Schritte .pull-left5[ <font size = 4><i> <font size = 6> 1. Anwenden<br> 2. Bücher<br> 3. Webseiten<br> 4. Hilfe & Consulting<br> 5. Weiterführende Kurse<br> ] </font> <br> .pull-right5[ <p align="center"><img border="0" alt="W3Schools" src="http://www.theunmanageableemployee.com/wp-content/uploads/2011/07/5cs-stones-cropped-11052730.jpg?w=112"></p> ] --- # Bücher Hier ist eine unvollständige Liste guter Bücher über R lose geordnet nach vorausgesetzter Erfahrung.<br><br> <table width="80%" style="cellspacing:0; cellpadding:0; border:none;"> <tr> <td> <a href="http://r4ds.had.co.nz/"><img border="0" alt="W3Schools" src="http://r4ds.had.co.nz/cover.png" height="180"></a> </td> <td> <a href="https://covers.oreillystatic.com/images/0636920028574/cat.gif"><img border="0" alt="W3Schools" src="https://covers.oreillystatic.com/images/0636920028574/cat.gif" height="180"></a> </td> <td> <a href="https://ggplot2-book.org/"><img border="0" alt="W3Schools" src="https://images-na.ssl-images-amazon.com/images/I/31uoy-qmhEL._SX331_BO1,204,203,200_.jpg" height="180"></a> </td> <td> <a href="https://www.springer.com/de/book/9783540799979"><img border="0" alt="W3Schools" src="https://images.springer.com/sgw/books/medium/9783540799979.jpg" height="180" ></a> </td> <td> <a href="https://bookdown.org/ndphillips/YaRrr/"><img border="0" alt="W3Schools" src="https://bookdown.org/ndphillips/YaRrr/images/YaRrr_Cover.jpg" height="180" ></a> </td> <td> <a href="https://www.orellfuessli.ch/shop/home/artikeldetails/ID35367941.html?ProvID=10917736&gclid=Cj0KCQiAg_HhBRDNARIsAGHLV5238Q26gQmFttHRnYGjcAhz4CslStb-3qBegvuZS5gnCpWSLNlQvF0aAgfOEALw_wcB"><img border="0" alt="W3Schools" src="https://assets.thalia.media/img/35367941-00-00.jpg" height="180" ></a> </td> </tr> <tr style="background-color:#ffffff"> <td> <a href="http://appliedpredictivemodeling.com/"><img border="0" alt="W3Schools" src="http://static1.squarespace.com/static/51156277e4b0b8b2ffe11c00/t/51157487e4b0b8b2ffe16829/1509217882069/?format=1500w" height="180" ></a> </td> <td> <a href="http://www-bcf.usc.edu/~gareth/ISL/ISLR%20First%20Printing.pdf"><img border="0" alt="W3Schools" src="https://images-na.ssl-images-amazon.com/images/I/41EaH4W9LVL._SX332_BO1,204,203,200_.jpg" height="180" ></a> </td> <td> <a href="https://www.manning.com/books/deep-learning-with-r"><img border="0" alt="W3Schools" src="https://images-na.ssl-images-amazon.com/images/I/51h5d4dYaoL._SX396_BO1,204,203,200_.jpg" height="180" ></a> </td> <td> <a href="https://csgillespie.github.io/efficientR/"><img border="0" alt="W3Schools" src="https://csgillespie.github.io/efficientR/figures/f0_web.png" height="180" ></a> </td> <td> <a href="www.rcpp.org/"><img border="0" alt="W3Schools" src="https://images-eu.ssl-images-amazon.com/images/I/41VYyIwwOqL._SY445_QL70_ML2_.jpg" height="180" ></a> </td> <td> <a href="http://adv-r.had.co.nz/"><img border="0" alt="W3Schools" src="https://images.tandf.co.uk/common/jackets/amazon/978146658/9781466586963.jpg" height="180" ></a> </td> </tr> </table> <br> --- .pull-left4[ # Webseiten Das Netz ist vll. der beste Ort für Informationen über R. <font size = 4><i>Beginnt eure Suche mit:</i></font> [Google](www.google.com). Stellt sicher, dass ihr *R* oder *Rproject* mit in eurer Suche habt. <br> <font size = 4><i>Meistens werdet ihr dann weitergeleitet zu:</i></font> [R-bloggers](www.r-bloggers.com) informiert euch über die neusten R Entwicklungen. Meldet euch für den Newsletter an. [Stackoverflow](https://stackoverflow.com/questions/tagged/r) ist eine Seite für R Probleme und Lösungen. Versucht selbst mal ein Problem zu posten. Oft bekommt ihr erstaunlich schnell Antwort. ] .pull-right5[ <p align="left" style="padding: 0 0px"><br><br><br><br><br><br><br><br><br> <a href="https://www.google.com/"><img border="0" alt="W3Schools" src="https://raw.githubusercontent.com/therbootcamp/therbootcamp.github.io/master/_sessions/_image/google.png" height="100"></a><br><br><br2> <a href="https://www.r-bloggers.com/"><img border="0" alt="W3Schools" src="https://raw.githubusercontent.com/therbootcamp/therbootcamp.github.io/master/_sessions/_image/rbloggers.png" height="105" style="margin-bottom:10px"></a><br> <a href="https://stackoverflow.com/"><img border="0" alt="W3Schools" src="https://raw.githubusercontent.com/therbootcamp/therbootcamp.github.io/master/_sessions/_image/stackoverflow.png" height="105"></a> </p> ] --- # Support <table width=80% class="tg" style="cellspacing:0; cellpadding:0; border:none"> <col width="50%"> <col width="50%"> <tr> <th class="tg-yw4l" valign='top'> <p align="center"><br> <a href="www.dirkwulff.org"><img border="0" alt="W3Schools" src="https://therbootcamp.github.io/img/team/1.png" height="230" style="border-radius:50%"></a><br> <p align="center"> <font size = 5>Dr. Dirk Wulff</font><br><br> <a href="www.dirkwulff.org"><b>dirkwulff.org</b></a><br> <a href="https://github.com/dwulff"><b>github.com/dwulff</b></a><br> <font size=4><i>packages: </i></font> <a href="https://cran.r-project.org/web/packages/cstab/index.html"><b>cstab</b></a>, <br> <a href="https://cran.r-project.org/web/packages/mousetrap/index.html"><b>mousetrap</b></a>, <a href="https://cran.r-project.org/web/packages/memnet/index.html"><b>memnet</b> <a href="https://github.com/dwulff/choicepp"><b>choicepp</b> </p> </th> <th class="tg-yw4l" valign='top'> <p align="center"> <p align="center"><br> <a href="https://www.schulte-mecklenbeck.com/"><img border="0" alt="W3Schools" src="https://therbootcamp.github.io/img/team/3.png" height="230" style="border-radius:50%"></a><br> <p align="center"> <font size = 5>Dr. Michael Schulte-<br>Mecklenbeck</font><br><br> <a href="www.schulte-mecklenbeck.com"><b>schulte-mecklenbeck.com</b></a><br> <a href="https://github.com/schultem"><b>github.com/schultem</b></a><br><br> </p> </th> </tr> </table> --- # Weiterführende Kurse <table class="tg" style="cellspacing:0; cellpadding:0; border:none;"> <tr valign="top"> <col width="20%"> <col width="20%"> <col width="20%"> <col width="20%"> <col width="20%"> <td> <p align="center"> <a class="project-link" href="https://therbootcamp.github.io/#courses" align="center"> <font style="font-size:20px;weight:700"><br>Einführung in die moderne Datenanalyse mit R</font><br> <br> <img src="https://therbootcamp.github.io/img/courses/0.png" height="180px" style="border-radius:50%;border:10px solid #E9ECEF"></img><br><br> <high>August 28,<br>2020</high><br><br><br><br> </p> </td> <td> <p align="center"> <a class="project-link" href="https://therbootcamp.github.io/#courses" align="center"> <font style="font-size:20px;weight:700"><br>Explorative Datenanalyse mit R<br></font><br> <br> <img src="https://therbootcamp.github.io/img/courses/1.png" height="180px" style="border-radius:50%;border:10px solid #E9ECEF"></img><br><br> <high>September 4/5,<br>2020</high><br><br><br><br> </p> </td> <td> <p align="center"> <a class="project-link" href="https://therbootcamp.github.io/#courses" align="center"> <font style="font-size:20px;weight:700"><br>Statistik mit R<br><br></font><br> <br> <img src="https://therbootcamp.github.io/img/courses/2.png" height="180px" style="border-radius:50%;border:10px solid #E9ECEF"></img><br><br> <high>September 25/26,<br>2020</high><br><br><br><br> </a> </p> </td> <td> <p align="center"> <a class="project-link" href="https://therbootcamp.github.io/#courses" align="center"> <font style="font-size:20px;weight:700"><br>Maschinelles Lernen mit R<br></font><br> <br> <img src="https://therbootcamp.github.io/img/courses/3.png" height="180px" style="border-radius:50%;border:10px solid #E9ECEF"></img><br><br> <high>Oktober 23/24,<br>2020</high><br><br><br><br> </a> </p> </td> <td> <p align="center"> <a class="project-link" href="https://therbootcamp.github.io/#courses" align="center"> <font style="font-size:20px;weight:700"><br>Reporting mit R<br><br></font><br> <br> <img src="https://therbootcamp.github.io/img/courses/4.png" height="180px" style="border-radius:50%;border:10px solid #E9ECEF"></img><br><br> <high>November 5/6,<br>2020</high><br><br><br><br> </a> </p> </td> </tr> --- .pull-left45[ # Bitte gebt uns Feedback <br><br> <p align = "center"> <img src="image/feedback.png" height=350px></img><br> <font style="font-size:10px">from <a href="https://cdn-images-1.medium.com/max/1600/1*5OZNYAfzDZfM1lwJBZEuHQ.png">medium.com</a></font> </p> ] .pull-right45[ <p align="center"><br><br> <iframe src="https://docs.google.com/forms/d/e/1FAIpQLSccpJnz8Va9wgQl0h7kOg8rjaaMmrBFc6H0_r8a3ZYM5hrQdQ/viewform?embedded=true" width="430" height="550" frameborder="0" marginheight="0" marginwidth="0">Loading…</iframe></p> ] --- class: center, middle # Herzlichen Dank!