{"id":28,"date":"2016-06-09T13:21:49","date_gmt":"2016-06-09T13:21:49","guid":{"rendered":"http:\/\/www.uncertain-future.org.uk\/?page_id=28"},"modified":"2016-06-11T07:39:52","modified_gmt":"2016-06-11T07:39:52","slug":"guide-to-r-software","status":"publish","type":"page","link":"http:\/\/www.uncertain-future.org.uk\/?page_id=28","title":{"rendered":"Guide to R Software"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-77 alignright\" src=\"http:\/\/www.uncertain-future.org.uk\/wp-content\/uploads\/2016\/06\/picture-3.jpg\" alt=\"picture 3\" width=\"200\" height=\"276\" \/><br \/>\nR provides a wide range of functions for the generation of random variables, visualisation of results of analyses, statistical tests etc. with a long list of libraries that can be freely downloaded from your nearest Comprehensive R Archive Network site (see\u00a0<b><a href=\"http:\/\/cran.r-project.org\/\"><u>http:\/\/cran.r-project.org\/<\/u><\/a><\/b>).\u00a0\u00a0 Some of the example code provided here requires libraries to be downloaded and installed, as indicated in the library section for each type of application.<\/p>\n<p>Click on the links below for the different types of routines to download example R code.<\/p>\n<p><a href=\"http:\/\/www.uncertain-future.org.uk\/?page_id=123\"><strong>Random number generators for different distributions<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/www.uncertain-future.org.uk\/?page_id=125\"><strong>Generation of sets of independent random variables<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/www.uncertain-future.org.uk\/?page_id=127\"><strong>Generation of sets of correlated random variables using copulas<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/www.uncertain-future.org.uk\/?page_id=129\"><strong>HSY Global Sensitivity Analysis<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/www.uncertain-future.org.uk\/?page_id=131\"><strong>Generalised Likelihood Uncertainty Estimation (GLUE)<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/www.uncertain-future.org.uk\/?page_id=133\"><strong>Monte Carlo Markov Chain Methods (with a hydrological example)<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R provides a wide range of functions for the generation of random variables, visualisation of results of analyses, statistical tests etc. with a long list of libraries that can be freely downloaded from your nearest Comprehensive R Archive Network site (see\u00a0http:\/\/cran.r-project.org\/).\u00a0\u00a0 Some of the example code provided here requires libraries to be downloaded and installed, &hellip; <a href=\"http:\/\/www.uncertain-future.org.uk\/?page_id=28\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Guide to R Software<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":23,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-28","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/www.uncertain-future.org.uk\/index.php?rest_route=\/wp\/v2\/pages\/28","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.uncertain-future.org.uk\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.uncertain-future.org.uk\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.uncertain-future.org.uk\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.uncertain-future.org.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=28"}],"version-history":[{"count":14,"href":"http:\/\/www.uncertain-future.org.uk\/index.php?rest_route=\/wp\/v2\/pages\/28\/revisions"}],"predecessor-version":[{"id":135,"href":"http:\/\/www.uncertain-future.org.uk\/index.php?rest_route=\/wp\/v2\/pages\/28\/revisions\/135"}],"up":[{"embeddable":true,"href":"http:\/\/www.uncertain-future.org.uk\/index.php?rest_route=\/wp\/v2\/pages\/23"}],"wp:attachment":[{"href":"http:\/\/www.uncertain-future.org.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=28"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}