{"id":1621,"date":"2022-01-20T22:16:51","date_gmt":"2022-01-20T22:16:51","guid":{"rendered":"https:\/\/biology.st-andrews.ac.uk\/students\/?post_type=module&#038;p=1621"},"modified":"2022-05-19T10:21:12","modified_gmt":"2022-05-19T09:21:12","slug":"bl3320-statistical-and-quantitative-skills-for-biologists","status":"publish","type":"module","link":"https:\/\/biology.st-andrews.ac.uk\/students\/module\/bl3320-statistical-and-quantitative-skills-for-biologists\/","title":{"rendered":"BL3320 &#8211; Statistical and quantitative skills for biologists"},"content":{"rendered":"<p><span>Few biologists are statisticians or mathematicians, but all biologists use statistics and mathematics. This series of workshops is designed to build confidence in organising and analysing data to address biological questions efficiently. The module will help you learn how to identify statistical and quantitative approaches, and how to manage and analyse data in a code driven statistical programming package. An introductory workshop will cover basic concepts and practical training that will be used in a choice of specific workshops that cover applications across the range of Biology.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Few biologists are statisticians or mathematicians, but all biologists use statistics and mathematics. This series of workshops is designed to build confidence in organising and analysing data to address biological questions efficiently. The module will help you learn how to identify statistical and quantitative approaches, and how to manage and analyse data in a code&hellip;<\/p>\n","protected":false},"featured_media":1744,"parent":0,"menu_order":0,"template":"","format":"standard","skill":[],"class_list":["post-1621","module","type-module","status-publish","format-standard","has-post-thumbnail","hentry"],"jetpack_sharing_enabled":true,"assessment_details":"2-hour Written Examination = 50%, Coursework = 50%","contributing_staff":[{"user-id":"mb334","role":"Associate Lecturer (Education Focused)","module_organiser":1837,"phone":"","ID":1680,"post_title":"Dr Miguel Barbosa","post_content":"","post_excerpt":"","post_author":"4","post_date":"2022-05-18 10:44:39","post_date_gmt":"2022-05-18 09:44:39","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"dr-miguel-barbosa","to_ping":"","pinged":"","post_modified":"2022-05-18 11:47:43","post_modified_gmt":"2022-05-18 10:47:43","post_content_filtered":"","post_parent":0,"guid":"https:\/\/biology.st-andrews.ac.uk\/students\/?post_type=staff_member&#038;p=1680","menu_order":0,"post_type":"staff_member","post_mime_type":"","comment_count":"0","comments":false,"id":1680},{"user-id":"rbp3","role":"Research Fellow","module_organiser":1621,"phone":"","ID":1859,"post_title":"Dr Robert Patchett","post_content":"","post_excerpt":"","post_author":"4","post_date":"2022-05-19 10:20:25","post_date_gmt":"2022-05-19 09:20:25","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"dr-robert-patchett","to_ping":"","pinged":"","post_modified":"2022-05-19 10:20:25","post_modified_gmt":"2022-05-19 09:20:25","post_content_filtered":"","post_parent":0,"guid":"https:\/\/biology.st-andrews.ac.uk\/students\/?post_type=staff_member&#038;p=1859","menu_order":0,"post_type":"staff_member","post_mime_type":"","comment_count":"0","comments":false,"id":1859}],"learning_outcomes":"Students completing module BL3320 successfully should be able to:\r\n<ul>\r\n \t<li>Develop statistical training from the second year.<\/li>\r\n \t<li>Continue statistical training so you become comfortable with General Linear Modelling and other commonly used statistical techniques to analyse data.<\/li>\r\n \t<li>Practice organising and analysing data in R.<\/li>\r\n \t<li>Learn and practice methods of data presentation and interpretation in R.<\/li>\r\n \t<li>Gain experience of some more advanced statistical techniques in preparation for your quantitative 4th year project or post-graduate research.<\/li>\r\n<\/ul>","module_code":"BL3320","programme":[{"related_modules":[1618,1621,1622,1623,1624,1626,1627,1628,1629,1631],"ID":1595,"post_title":"Animal Behaviour","post_content":"BSc(Hons)","post_excerpt":"","post_author":"4","post_date":"2022-01-20 21:33:21","post_date_gmt":"2022-01-20 21:33:21","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"animal-behaviour","to_ping":"","pinged":"","post_modified":"2022-01-20 22:28:50","post_modified_gmt":"2022-01-20 22:28:50","post_content_filtered":"","post_parent":0,"guid":"https:\/\/biology.st-andrews.ac.uk\/students\/?post_type=degree&#038;p=1595","menu_order":0,"post_type":"degree","post_mime_type":"","comment_count":"0","comments":false,"_thumbnail_id":["400","10","2015-10-06 21:29:38","2015-10-06 21:29:38","","12036757_10153688467833787_4618725925346231596_n","","inherit","closed","closed","","12036757_10153688467833787_4618725925346231596_n","","","2015-10-06 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experimental results in the form of a scientific report<\/li>\r\n \t<li>Write a scientific essay<\/li>\r\n \t<li>Manipulate equations<\/li>\r\n \t<li>Perform laboratory calculations<\/li>\r\n \t<li>Appreciate the use of simple mathematics in Biology<\/li>\r\n \t<li>Handle biological datasets<\/li>\r\n \t<li>Identify different data and variable types<\/li>\r\n \t<li>Plot bar charts and scatter plots with error bars using R<\/li>\r\n \t<li>Conduct simple non-parametric tests in R<\/li>\r\n \t<li>Carry out simple General Linear Modelling using R<\/li>\r\n<\/ul>","module_code":"BL2300","programme":[1533],"skills":false,"timetable":"","module_code_year":"2021_2\/S1\/BL2300","credits":"15","semester":"1","module_organiser":false,"pre-requisite_modules":[1606,1607],"additional_information":"","ID":1610,"post_title":"BL2300 - Research Methods in Biology","post_content":"<span>This module will help students develop essential academic and transferable skills, with major emphasis on problem solving. It will provide an introduction to the scientific method, experimental design, understanding and presenting data. Students will learn how to draw graphs and do simple general linear modelling with the code-based statistical software R. Confidence in using R will be built through a combination of online video walk-throughs, independent data handling and online tutorials. Regular mathematics for biologists exercises will allow students to practise manipulating equations, performing laboratory calculations etc. A mini project on experimental design and data analysis, which the students conduct in small groups, will help them apply the principles learned. The module will also cover scientific essay writing, record keeping and good laboratory practice.<\/span>","post_excerpt":"","post_author":"4","post_date":"2022-01-20 21:50:36","post_date_gmt":"2022-01-20 21:50:36","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"research-methods-in-biology","to_ping":"","pinged":"","post_modified":"2022-05-18 16:46:11","post_modified_gmt":"2022-05-18 15:46:11","post_content_filtered":"","post_parent":0,"guid":"https:\/\/biology.st-andrews.ac.uk\/students\/?post_type=module&#038;p=1610","menu_order":0,"post_type":"module","post_mime_type":"","comment_count":"0","comments":false,"_thumbnail_id":["1779","4","2022-05-18 16:38:35","2022-05-18 15:38:35","","Leica-microscope","","inherit","open","closed","","leica-microscope","","","2022-05-18 16:38:35","2022-05-18 15:38:35","","0","https:\/\/biology.st-andrews.ac.uk\/students\/wp-content\/uploads\/sites\/6\/2022\/05\/Leica-microscope.jpg","0","attachment","image\/jpeg","0","1779"],"post_format":false,"skill":false,"id":1610}],"additional_information":"","_links":{"self":[{"href":"https:\/\/biology.st-andrews.ac.uk\/students\/wp-json\/wp\/v2\/module\/1621","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/biology.st-andrews.ac.uk\/students\/wp-json\/wp\/v2\/module"}],"about":[{"href":"https:\/\/biology.st-andrews.ac.uk\/students\/wp-json\/wp\/v2\/types\/module"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/biology.st-andrews.ac.uk\/students\/wp-json\/wp\/v2\/media\/1744"}],"wp:attachment":[{"href":"https:\/\/biology.st-andrews.ac.uk\/students\/wp-json\/wp\/v2\/media?parent=1621"}],"wp:term":[{"taxonomy":"skill","embeddable":true,"href":"https:\/\/biology.st-andrews.ac.uk\/students\/wp-json\/wp\/v2\/skill?post=1621"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}