Stat 1350, Suggested Video Lectures, Summer 2014 The following list of video lectures is suggested for answering the discussion questions assigned to students for each lecture period. The list is not exhaustive. A quick search of search engines (Google, Yahoo, etc.) or video sites (YouTube, iTunes, etc.) is likely to more useful sources. However, this list, together with the textbook and supplied notes, should help you get started answering the questions. General Statistics Video Lectures Against All Odds: Inside Statistics http://www.learner.org/courses/againstallodds/ Statistics 20 https://www.youtube.com/view_play_list?p=FCCED623A3AB020F (this is more mathematically advanced; use with caution) Statistics 2 https://itunes.apple.com/itunes-u/statistics-2-001-fall2009/id354822870?mt=10#ls=1 Probability and Statistics http://oli.cmu.edu/courses/free-open/statistics-course-details/ Statistical Reasoning http://oli.cmu.edu/courses/free-open/statistical-reasoning-course-details/ Statistical Reasoning II http://ocw.jhsph.edu/index.cfm/go/viewCourse/course/StatisticalReasoning2/coursePage/inde x/ Suggested Starting Points For each lecture, I’ll suggest a particular video or set of videos to start with. You should watch these, and then if you need additional information and can’t find it in the books, then you can use the links above to search for more information. The dates on the calendar are due dates. They are not dates that you are to begin the assignment. If you find there is too much to do in the middle of the week, I suggest viewing videos ahead of schedule. 5/27 What is statistics? Lecture 1 & Samples and Surveys Lecture 17, Against All Odds http://www.learner.org/courses/againstallodds/ 5/29 Census and Sampling Lecture 16, Against all Odds http://www.learner.org/courses/againstallodds/ 6/3 Sampling (Parts 1 & 2) Statistical Reasoning https://oli.cmu.edu/jcourse/webui/syllabus/module.do?context=90d510d780020ca6007513cc1 7e91a95 6/3 Lecture 1: Study Design Statistical Reasoning II http://ocw.jhsph.edu/index.cfm/go/viewCourse/course/StatisticalReasoning2/coursePage/lectu reNotes/ 6/5 Lecture 2: Confounding Effect and Modification Statistical Reasoning II http://ocw.jhsph.edu/index.cfm/go/viewCourse/course/StatisticalReasoning2/coursePage/lectu reNotes/ Designing Studies Statistical Reasoning https://oli.cmu.edu/jcourse/webui/syllabus/module.do?context=90d510f880020ca600e59ea48 1c293ea Designing Experiments Lecture 15 Against All Odds http://www.learner.org/courses/againstallodds/ 6/10 What is Ethics in Research & Why Is It Important? National Institute of Environmental Health Sciences http://www.niehs.nih.gov/research/resources/bioethics/whatis/ (this is pretty dense… read it slowly; small doses also helps. If you read 3-4 paragraphs at a time and then mull them over for a while before continuing, it’s not so bad, but there is a lot here.) Summarizing Data: Precision of Measurement A New View of Statistics http://www.sportsci.org/resource/stats/precision.html 6/17 Chapter 10-11 notes (posted in Blackboard) Stemplots Lecture 2 Against All Odds http://www.learner.org/courses/againstallodds/ Histograms Lecture 3 Against All Odds http://www.learner.org/courses/againstallodds/ BoxPlots Lecture 5 Against All Odds http://www.learner.org/courses/againstallodds/ Scatterplots Lecture 10 Against All Odds http://www.learner.org/courses/againstallodds/ 6/19 Examining Distributions Statistical Reasoning https://oli.cmu.edu/jcourse/webui/syllabus/module.do?context=90d50f4c80020ca6009db44fa3 1f0682 6/24 Measures of Center Lecture 4 Against All Odds http://www.learner.org/courses/againstallodds/ Standard Deviation Lecture 6 Against All Odds http://www.learner.org/courses/againstallodds/ Examining Relationships Statistical Reasoning https://oli.cmu.edu/jcourse/webui/syllabus/module.do?context=90d5100e80020ca6018f64fe7c 30722d Chapter 12 notes (on Blackboard) 6/26 Normal Curves, Normal Calculations, Checking Assumptions of Normality Lectures 6-9 Against All Odds http://www.learner.org/courses/againstallodds/ Chapter 13 notes 7/3 Correlation Lecture 12 Against All Odds http://www.learner.org/courses/againstallodds/ The Question of Causation Lecture 14 Against All Odds http://www.learner.org/courses/againstallodds/ Chapter 14 & 15 notes (on Blackboard) 7/8 Fitting Lines to Data Lecture 11 Against All Odds http://www.learner.org/courses/againstallodds/ Lecture 4: Simple Linear Regression Statistical Reasoning II http://ocw.jhsph.edu/index.cfm/go/viewCourse/course/StatisticalReasoning2/coursePage/lectu reNotes/ 7/10 Introduction to Probabilty Statistical Reasoning https://oli.cmu.edu/jcourse/webui/syllabus/module.do?context=90d5113b80020ca6009f574a3 1c5d320 Introduction to Probability Lectures 18 Against All Odds http://www.learner.org/courses/againstallodds/ 7/15 Probability Models Lectures 19 Against All Odds http://www.learner.org/courses/againstallodds/ Chapter 17 & 18 notes (on Blackboard) Simulations & Demonstrations Online StatBook http://onlinestatbook.com/stat_sim/ (you don’t have to look at all of them, but pick a couple, starting with Sampling Distribution Simulation) Sampling Distributions Statistical Reasoning https://oli.cmu.edu/jcourse/webui/syllabus/module.do?context=90d5125b80020ca60156dfa69 a578ad1 7/17 Mean and Expected Values of Discrete Random Variables https://www.youtube.com/watch?v=EDNhzQMLTqE 7/24 Confidence Intervals Lecture 24 Against All Odds http://www.learner.org/courses/againstallodds/ Chapter 21 notes (on Blackboard) 7/29 Tests of Significance Lecture 25 Against All Odds http://www.learner.org/courses/againstallodds/ Hypothesis Testing Statistical Reasoning https://oli.cmu.edu/jcourse/webui/syllabus/module.do?context=90d5134680020ca6000f7958a 173be0e