Wiki source code of Structural equation models, spring 2017
Last modified by kvehkala@helsinki_fi on 2024/02/07 06:40
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1 | = **Structural equation models, spring 2017** = | ||
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3 | === (% style="color: rgb(255,0,0);" %)Lecturer(%%) === | ||
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5 | [[Kimmo Vehkalahti>>url:http://wiki.helsinki.fi/display/SocStats/Vehkalahti%2C+Kimmo||shape="rect"]], University Lecturer, Adj.Prof., D.Soc.Sci (Statistics) | ||
6 | Fellow of the [[Teachers' Academy>>url:http://www.helsinki.fi/teachersacademy||shape="rect"]] | ||
7 | |||
8 | === (% style="color: rgb(255,0,0);" %)Target group(%%) === | ||
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10 | This is an application-oriented basic course of Structural Equation Models (SEM) using [[Mplus>>url:http://www.statmodel.com/||shape="rect"]] and [[R>>url:https://www.r-project.org/||shape="rect"]]. | ||
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12 | * It is primarily targeted to **Doctoral students of Social Sciences**, who have no prior knowledge of SEM. | ||
13 | * The course is also suitable for Master's students of Statistics (e.g., Social Statistics, Psychometrics). | ||
14 | * (% style="color: rgb(0,0,0);" %)**The number of participants is limited to maximum of 20.** | ||
15 | |||
16 | === (% style="color: rgb(255,0,0);" %)Text book(%%) === | ||
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18 | (% style="color: rgb(0,0,0);" %) (%%)We will closely follow [[a text book by //Barbaba M. Byrne//>>url:http://onlinelibrary.wiley.com/doi/10.1111/insr.12051_1/pdf||shape="rect"]], and learn its most central topics through empirical examples. | ||
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20 | * We begin by going (fast) through the chapters 1 and 2 (first week). | ||
21 | * **The primary focus will then be on the chapters 3, 4, 6, 7 and 9** (basically, one week for each). | ||
22 | * The chapters 5 and 8 will serve for optional assignments (see below). | ||
23 | * (The chapters 10-12 will be excluded.) | ||
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25 | (% style="color: rgb(0,0,0);" %) (%%)**Please get the book ASAP** //(you may well consider the e-book!)//. It may be quite difficult to follow the course without it.(% style="color: rgb(0,0,0);" %) | ||
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28 | === (% style="color: rgb(255,0,0);" %)Schedule(%%) === | ||
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30 | The course is scheduled this time on period III, starting in the mid January and ending in early March. | ||
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32 | **It is essential to participate on the lectures and the computer classes. Both will begin immediately.** | ||
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34 | **Schedule: course begins on Monday 16 January and lasts for 7 weeks: | ||
35 | ** | ||
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37 | * Computer Class on **Mondays 10-12, SSKH IT-sal** (Snellmaninkatu 12, first floor) - (% style="color: rgb(255,0,0);" %)**except** **on Mon 23 January! (CANCELLED)**(%%)** | ||
38 | ** | ||
39 | * Lecture on **Thursdays 16-18, Unioninkatu 35, room 114** (first floor) | ||
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41 | === (% style="color: rgb(255,0,0);" %)Exam(%%) === | ||
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43 | (% style="color: rgb(0,0,0);" %) (%%)There is no exam, as this is learning by doing and practicing. Credits will be earned as follows (more details during the course): | ||
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45 | * 6 cu: active participation, weekly assignment reports (based on chapters 3,4,6,7,9) | ||
46 | * 8 cu: all of the above plus an additional report (based on chapter 5 or chapter 8 or perhaps own data) | ||
47 | |||
48 | Grading will be based on the active participation as well as the quantity and quality of the assignment reports. | ||
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50 | [[Moodle>>url:https://moodle.helsinki.fi/login/index.php||shape="rect"]] will be used for sharing the materials, your reports etc. with all other students of the course. | ||
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52 | (% style="color: rgb(0,0,0);" %) | ||
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54 | [[image:attach:ByrneFig6-2-crop.png]][[attach:Structural equation models, fall 2014@ByrneFig6-2-crop.pdf]] | ||
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56 | (% style="color: rgb(0,0,0);" %) | ||
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58 | === (% style="color: rgb(255,0,0);" %)Pre-course material(%%) === | ||
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60 | 1. [[Introduction to SEM>>attach:Structural equation models, fall 2014@Kimmo_Vehkalahti_20130515.pdf]] by KV | ||
61 | 1*. Keynote talk given in the Annual Seminar of FiDPEL: | ||
62 | The Finnish Doctoral Programme in Education and Learning (2013) | ||
63 | 1*. Suitable stuff for **everyone** interested in this course | ||
64 | 1. [[Multivariate linear relations>>url:http://www.youtube.com/watch?v=C-2xlGiZBQI||shape="rect"]] by prof.** Theodore W. Anderson** (1918-2016) (Stanford University, USA) | ||
65 | 1*. Keynote talk given in the [[2nd Tampere Conference of Statistics>>url:http://people.uta.fi/%7Esimo.puntanen/Program-1987-conference-Tampere.pdf||shape="rect"]] held in Tampere, Finland (1987) | ||
66 | 1**. Prof. Anderson is introduced by prof. **George P.H. Styan** (McGill University, Canada) | ||
67 | 1*. Suitable stuff at least for students of Statistics | ||
68 | 1**. See also other videos on the same YouTube channel (University of Tampere) | ||
69 | 1**. See also [[a matrix book dedicated to TWA>>url:http://www.sis.uta.fi/tilasto/matrixtricks/stories/index.html||shape="rect"]] | ||
70 | 1**. See also [[a rare photograph of four academic generations>>attach:Structural equation models, fall 2014@Isotalo-Puntanen-Styan-Anderson-2006.jpg]] | ||
71 | 1. ((( | ||
72 | [[Matrices of SEM>>attach:Matrices-of-SEM.pdf]] | ||
73 | |||
74 | * Learn the basics of Greek letters needed with SEM | ||
75 | * Suitable stuff at least for students of Statistics | ||
76 | ))) | ||
77 | 1. [[Moodle forum example>>attach:Structural equation models, fall 2014@Moodle-forum-example.pdf]] | ||
78 | |||
79 | * | ||
80 | ** Learn the basics of Greek mythology related to multivariate statistical analysis | ||
81 | ** Suitable stuff at least for students of Statistics | ||
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83 | (% style="color: rgb(255,0,0);" %)Praise for the course(%%) (16 Oct 2014) | ||
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86 | \\\\\\\\\\\\\\\\ | ||
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88 | {{{Dear Kimmo,during my ERASMUS semester in Helsinki I attended the first versionof your SEM course which, as I just read on your website, you stilloffer. After attending it and after coming back to Munich and afterfinishing my Master thesis I started to work at the Faculty ofSocial Sciences here and I could even use the expertise gained fromyour course directly in a paper which got published a while ago (itis in German, though). Hence, I need to tell you, that you stillare my personal most-influental memory of my Finland semester.Thanks for that :)}}} | ||
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90 | (% style="color: rgb(0,0,0);" %) | ||
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92 | {{{[...]}}} | ||
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96 | \\ | ||
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98 | {{{Best regards from Munich,Mario}}} | ||
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102 | \\ | ||
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104 | {{{--Mario Haim, M.A.}}} | ||
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106 | (% style="color: rgb(0,0,0);" %) | ||
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109 | \\\\ | ||
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111 | {{{Institut für Kommunikationswissenschaft und MedienforschungLudwig-Maximilians-Universität MünchenOettingenstr. 67 / Raum EU111D-80538 München}}} | ||
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113 | (% style="color: rgb(0,0,0);" %) | ||
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115 | (% style="color: rgb(255,0,0);" %)//(Quoted with permission.)// | ||
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117 | == (% style="color: rgb(0,0,255);" %)**[[(% style="color: rgb(0, 0, 255); color: rgb(0, 0, 255)" %)Register for the course>>url:https://weboodi.helsinki.fi/hy/opettaptied.jsp?html=1&OpetTap=113712295||shape="rect"]](%%)**(%%) == | ||
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119 | (% style="color: rgb(0,0,0);" %) | ||
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121 | **[[ | ||
122 | >>url:https://weboodi.helsinki.fi/hy/opettaptied.jsp?html=1&OpetTap=101814654||shape="rect"]]** |