class: center, middle, inverse, title-slide .title[ # <b>Exam Prep</b> ] .subtitle[ ## Data Analysis for Psychology in R 3 ] .author[ ### dapR3 Team ] .institute[ ### Department of Psychology<br/>The University of Edinburgh ] --- # Outline + Process + Structure of exam + Things to take into exam + Exam "strategy" + Example Questions --- # Process + CHECK YOUR CALENDAR [https://www.ed.ac.uk/timetabling-examinations/exams/exam-diets](https://www.ed.ac.uk/timetabling-examinations/exams/exam-diets) + Arrive in plenty of time + There will be direction to room + When you go into the room, you will need your student ID on your desk + Invigilators will give you exam instructions --- # Things to take to exam + Student Card!! + Pens (multiple) blue or black ink + Pencil (for rough work) + Ruler + If you like, not really needed, but might be useful. + Calculator + Any type (see list on Learn of permitted calculators) + No advantage to scientific vs normal + **Phone/Watch can not be your calculator** --- # Things you will be given .pull-left[ **What you are given** + a specific sheet for your MCQ + an answer book for all other questions + a rough work book ( *if you want to use it* ) + the equation sheet ] -- .pull-right[ **FILLING IN FRONT COVERS** MCQ sheet: - matriculation number (UUN but without the "s") Answer book: <iframe id="kaltura_player" src="https://cdnapisec.kaltura.com/p/2010292/sp/201029200/embedIframeJs/uiconf_id/32599141/partner_id/2010292?iframeembed=true&playerId=kaltura_player&entry_id=1_ms01z6h1&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en&amp;flashvars[sideBarContainer.plugin]=true&amp;flashvars[sideBarContainer.position]=left&amp;flashvars[sideBarContainer.clickToClose]=true&amp;flashvars[chapters.plugin]=true&amp;flashvars[chapters.layout]=vertical&amp;flashvars[chapters.thumbnailRotator]=false&amp;flashvars[streamSelector.plugin]=true&amp;flashvars[EmbedPlayer.SpinnerTarget]=videoHolder&amp;flashvars[dualScreen.plugin]=true&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_j0xl893i" width="400" height="285" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="How to fill in the cover of an exam script book?"></iframe> ] --- # Things you can take away <center> <br><br> <h2>NOTHING!</h2> (Other than the things you bring in with you like pens, pencils, calculator) <br><br> <b> When you finish, you leave all papers (questions, answers, equation sheet) in the exam hall. </b></center> <!-- --- --> <!-- # Equation sheet --> <!-- + Ideally double side printed. --> <!-- + if you cant, either staple back to back, or take 2 sheets --> <!-- + **BUT** --> <!-- + the notes must only be within the box --> <!-- + **If you have any notes outside the box, you will have your notes taken off of you and will be given a plain equation sheet** --> <!-- + You must hand in your notes sheet with your other exam materials. --> --- class: center, middle, animated, rotateInDownLeft # Questions --- # Exam Structure .pull-left[ **Section A - 15 MARKS** + 15 MCQ + Just like quiz questions on Learn + On all topics ] .pull-right[ **Section B - 85 MARKS** + 10 Questions + Marks range from 4 to 20 marks per question ] --- # Exam Strategy: Section A .pull-left[ **Section A - 15 MARKS** + 15 MCQ + Just like quiz questions on Learn + On all topics .br3.bg-white.green[ 15-18 minutes + You can answer these quickly at the end + Do the ones you know, move on + Keep track of how many you have not done, so you can go back to them at the end ] ] .pull-right[ ] --- # Exam Strategy: Section B .pull-left[ **Section B - 85 MARKS** + 10 Questions + Marks range from 4 to 20 marks per question {{content}} ] .pull-right[ ] -- <div id="fpmlkdqboa" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;"> <style>#fpmlkdqboa table { font-family: system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'; 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border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3; } #fpmlkdqboa .gt_sourcenote { font-size: 90%; padding-top: 4px; padding-bottom: 4px; padding-left: 5px; padding-right: 5px; } #fpmlkdqboa .gt_left { text-align: left; } #fpmlkdqboa .gt_center { text-align: center; } #fpmlkdqboa .gt_right { text-align: right; font-variant-numeric: tabular-nums; } #fpmlkdqboa .gt_font_normal { font-weight: normal; } #fpmlkdqboa .gt_font_bold { font-weight: bold; } #fpmlkdqboa .gt_font_italic { font-style: italic; } #fpmlkdqboa .gt_super { font-size: 65%; } #fpmlkdqboa .gt_footnote_marks { font-size: 75%; vertical-align: 0.4em; position: initial; } #fpmlkdqboa .gt_asterisk { font-size: 100%; vertical-align: 0; } #fpmlkdqboa .gt_indent_1 { text-indent: 5px; } #fpmlkdqboa .gt_indent_2 { text-indent: 10px; } #fpmlkdqboa .gt_indent_3 { text-indent: 15px; } #fpmlkdqboa .gt_indent_4 { text-indent: 20px; } #fpmlkdqboa .gt_indent_5 { text-indent: 25px; } </style> <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false"> <thead> <tr class="gt_col_headings"> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="content">content</th> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="questions">questions</th> </tr> </thead> <tbody class="gt_table_body"> <tr><td headers="content" class="gt_row gt_left">Weeks 1-5 (multilevel models)</td> <td headers="questions" class="gt_row gt_left">4 questions totaling 30 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 7 & 8 (path models & mediation)</td> <td headers="questions" class="gt_row gt_left">3 questions totaling 24 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Week 9 (PCA)</td> <td headers="questions" class="gt_row gt_left">1 question totaling 5 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 10 & 11 (EFA)</td> <td headers="questions" class="gt_row gt_left">2 questions totaling 26 marks</td></tr> </tbody> </table> </div> --- # Exam Strategy: Section B .pull-left[ **Section B - 85 MARKS** + 10 Questions + Marks range from 4 to 20 marks per question <div id="konedfjtmt" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;"> <style>#konedfjtmt table { font-family: system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'; 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} </style> <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false"> <thead> <tr class="gt_col_headings"> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="content">content</th> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="questions">questions</th> </tr> </thead> <tbody class="gt_table_body"> <tr><td headers="content" class="gt_row gt_left">Weeks 1-5 (multilevel models)</td> <td headers="questions" class="gt_row gt_left">4 questions totaling 30 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 7 & 8 (path models & mediation)</td> <td headers="questions" class="gt_row gt_left">3 questions totaling 24 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Week 9 (PCA)</td> <td headers="questions" class="gt_row gt_left">1 question totaling 5 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 10 & 11 (EFA)</td> <td headers="questions" class="gt_row gt_left">2 questions totaling 26 marks</td></tr> </tbody> </table> </div> ] .pull-right[ Questions on: + Some short calculation + Some ask you to explain statistical concepts discussed in the course + Some give you a research design/question and task you with specifying an appropriate model + Some give you model output and ask you to provide interpretation ] --- # Exam Strategy: Section B .pull-left[ **Section B - 85 MARKS** + 10 Questions + Marks range from 4 to 20 marks per question <div id="fsppywnzyj" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;"> <style>#fsppywnzyj table { font-family: system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'; 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} </style> <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false"> <thead> <tr class="gt_col_headings"> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="content">content</th> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="questions">questions</th> </tr> </thead> <tbody class="gt_table_body"> <tr><td headers="content" class="gt_row gt_left">Weeks 1-5 (multilevel models)</td> <td headers="questions" class="gt_row gt_left">4 questions totaling 30 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 7 & 8 (path models & mediation)</td> <td headers="questions" class="gt_row gt_left">3 questions totaling 24 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Week 9 (PCA)</td> <td headers="questions" class="gt_row gt_left">1 question totaling 5 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 10 & 11 (EFA)</td> <td headers="questions" class="gt_row gt_left">2 questions totaling 26 marks</td></tr> </tbody> </table> </div> ] .pull-right[ Questions on: <ul> <li>Some short calculation</li> <li style="opacity:.5">Some ask you to explain statistical concepts discussed in the course</li> <li style="opacity:.5">Some give you a research design/question and task you with specifying an appropriate model</li> <li style="opacity:.5">Some give you model output and ask you to provide interpretation</li> </ul> <small> **approx 5 marks** **show your working** (could get marks for this if answer is wrong) think, e.g.: - calculating icc from a intercept only model - calculating coef from fixef and ranef - calculating indirect effects and total effects - calculating variance explained from eigenvalues - calculating SS loadings </small> ] --- # Exam Strategy: Section B .pull-left[ **Section B - 85 MARKS** + 10 Questions + Marks range from 4 to 20 marks per question <div id="yuzragcxfx" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;"> <style>#yuzragcxfx table { font-family: system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'; 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} </style> <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false"> <thead> <tr class="gt_col_headings"> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="content">content</th> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="questions">questions</th> </tr> </thead> <tbody class="gt_table_body"> <tr><td headers="content" class="gt_row gt_left">Weeks 1-5 (multilevel models)</td> <td headers="questions" class="gt_row gt_left">4 questions totaling 30 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 7 & 8 (path models & mediation)</td> <td headers="questions" class="gt_row gt_left">3 questions totaling 24 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Week 9 (PCA)</td> <td headers="questions" class="gt_row gt_left">1 question totaling 5 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 10 & 11 (EFA)</td> <td headers="questions" class="gt_row gt_left">2 questions totaling 26 marks</td></tr> </tbody> </table> </div> ] .pull-right[ Questions on: <ul> <li style="opacity:.5">Some short calculation</li> <li>Some ask you to explain statistical concepts discussed in the course</li> <li style="opacity:.5">Some give you a research design/question and task you with specifying an appropriate model</li> <li style="opacity:.5">Some give you model output and ask you to provide interpretation</li> </ul> <small> **approx 6 marks** often these ask to define a couple of things. 1 to 2 sentences each thing. think, e.g.: - "ICC" - "random effects and fixed effects" - "no pooling/complete pooling/partial pooling" - "factor loading" - "reliability" - "indirect and direct effects" </small> ] --- # Exam Strategy: Section B .pull-left[ **Section B - 85 MARKS** + 10 Questions + Marks range from 4 to 20 marks per question <div id="chguhqfvww" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;"> <style>#chguhqfvww table { font-family: system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'; 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} </style> <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false"> <thead> <tr class="gt_col_headings"> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="content">content</th> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="questions">questions</th> </tr> </thead> <tbody class="gt_table_body"> <tr><td headers="content" class="gt_row gt_left">Weeks 1-5 (multilevel models)</td> <td headers="questions" class="gt_row gt_left">4 questions totaling 30 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 7 & 8 (path models & mediation)</td> <td headers="questions" class="gt_row gt_left">3 questions totaling 24 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Week 9 (PCA)</td> <td headers="questions" class="gt_row gt_left">1 question totaling 5 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 10 & 11 (EFA)</td> <td headers="questions" class="gt_row gt_left">2 questions totaling 26 marks</td></tr> </tbody> </table> </div> ] .pull-right[ Questions on: <ul> <li style="opacity:.5">Some short calculation</li> <li style="opacity:.5">Some ask you to explain statistical concepts discussed in the course</li> <li>Some give you a research design/question and task you with specifying an appropriate model</li> <li style="opacity:.5">Some give you model output and ask you to provide interpretation</li> </ul> <small> **approx 10 marks** you have done this in the report, and lots of times in labs. Hint: PCA/EFA are not "research design/question"-based in the sense of estimation, so these questions are likely to be multilevel models and path analysis. You probably know more than you think you do. - e.g. start with an outcome variable. - ask yourself: "what in my question is asking about 'effects on Y'/'influences on Y'/'predicts Y'". </small> ] --- # Exam Strategy: Section B .pull-left[ **Section B - 85 MARKS** + 10 Questions + Marks range from 4 to 20 marks per question <div id="jbijbaewue" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;"> <style>#jbijbaewue table { font-family: system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji'; -webkit-font-smoothing: antialiased; -moz-osx-font-smoothing: grayscale; } #jbijbaewue thead, #jbijbaewue tbody, #jbijbaewue tfoot, #jbijbaewue tr, #jbijbaewue td, #jbijbaewue th { border-style: none; } #jbijbaewue p { margin: 0; padding: 0; } #jbijbaewue .gt_table { display: table; border-collapse: collapse; line-height: normal; margin-left: auto; 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} #jbijbaewue .gt_left { text-align: left; } #jbijbaewue .gt_center { text-align: center; } #jbijbaewue .gt_right { text-align: right; font-variant-numeric: tabular-nums; } #jbijbaewue .gt_font_normal { font-weight: normal; } #jbijbaewue .gt_font_bold { font-weight: bold; } #jbijbaewue .gt_font_italic { font-style: italic; } #jbijbaewue .gt_super { font-size: 65%; } #jbijbaewue .gt_footnote_marks { font-size: 75%; vertical-align: 0.4em; position: initial; } #jbijbaewue .gt_asterisk { font-size: 100%; vertical-align: 0; } #jbijbaewue .gt_indent_1 { text-indent: 5px; } #jbijbaewue .gt_indent_2 { text-indent: 10px; } #jbijbaewue .gt_indent_3 { text-indent: 15px; } #jbijbaewue .gt_indent_4 { text-indent: 20px; } #jbijbaewue .gt_indent_5 { text-indent: 25px; } </style> <table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false"> <thead> <tr class="gt_col_headings"> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="content">content</th> <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="questions">questions</th> </tr> </thead> <tbody class="gt_table_body"> <tr><td headers="content" class="gt_row gt_left">Weeks 1-5 (multilevel models)</td> <td headers="questions" class="gt_row gt_left">4 questions totaling 30 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 7 & 8 (path models & mediation)</td> <td headers="questions" class="gt_row gt_left">3 questions totaling 24 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Week 9 (PCA)</td> <td headers="questions" class="gt_row gt_left">1 question totaling 5 marks</td></tr> <tr><td headers="content" class="gt_row gt_left">Weeks 10 & 11 (EFA)</td> <td headers="questions" class="gt_row gt_left">2 questions totaling 26 marks</td></tr> </tbody> </table> </div> ] .pull-right[ Questions on: <ul> <li style="opacity:.5">Some short calculation</li> <li style="opacity:.5">Some ask you to explain statistical concepts discussed in the course</li> <li style="opacity:.5">Some give you a research design/question and task you with specifying an appropriate model</li> <li>Some give you model output and ask you to provide interpretation</li> </ul> <small> **approx 10-20 marks** you have done this in the report, and also seen it plenty of times in the labs and lectures - the questions will list the things we expect comments on - don't just parrot back numbers. provide *interpretation* - these usually provide information about the research aims, so place your answer in that context. These are going to be our main functions we have seen throughout DAPR3: `lmer()`, `principal()`, `sem()`, `fa()` print an output from the lab/lectures and annotate it. what does each bit of the output represent? </small> ] --- class: center, middle, animated, rotateInDownLeft # Questions --- # Mock Questions _(switch to pdf)_ --- class: center, inverse, middle, animated, rotateInDownLeft # End