Office Hours: Mon & Fri 10:00-12:00. Course Description

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1 1 State University of New York at Buffalo INTRODUCTION TO STATISTICS PSC credits (3 credits lecture, 1 credit lab) Fall 2016 M/W/F 1:00-1:50 O Brian 112 Lecture Dr. Michelle Benson Office: 513 Park Hall Office Hours: Mon & Fri 10:00-12:00 Labs Assaf Almutairi Deniz Dolun Office : 515 Park Hall Course Description The goal of this class is to introduce you to basic statistics for social sciences. Upon the conclusion of this class, you should have an understanding of how different types of statistics can or cannot be used and a mathematical understanding of the statistics used in the real world. To appropriately use statistics, you must have a clear idea of the question you are asking, of the type of data you have available to test your question, and the different possible ways of testing your question. By the end of the class, you will be able to pose fairly complicated questions and provide a statistical answer to those questions. Much of the class will deal with math as well as with the statistical concepts themselves and how to best employ these concepts. Because of the cumulative nature of the course, it is essential that student s keep up with the readings and work. If you fall behind it will be very difficult to catch up. For this reason, the deadlines for work are strict and there will be no make-ups for exams. The only extra credit in this class is for correctly answering in-class questions with the clicker and a presentation of results from a mini-research paper. Course Prerequisites This is an upper division class so I expect you all to have had a few substantive courses in the social sciences. However, there are no official prerequisites for this course. I do assume that you all have a working knowledge of basic arithmetic. You should also be comfortable with fractions and decimals, squares and square roots, and basic algebra. Anything else you need to know will be taught along the way. It will also be helpful if you have had a course in research methods but it is not necessary.

2 2 Required Class Materials 1) Fox, William. Social Statistics, (Any recent edition). Washington: Micro Case. This book can often be purchased online for much less than at the bookstore often for less than $30. The workbook and disk are not necessary. 2) A USB drive 3) A Turning Point Turning Technologies Clicker or Response Ware (device options can be found here: Don t forget to register your product on UB Learns. 4) Spare batteries + small screwdriver if you have a clicker 5) A non-programmable calculator able to do square roots (you may not use your phone or electronic device during quizzes or exams). *We will be using Excel in the labs for this class. Excel is available at all computer labs and can also be freely downloaded by all UB students to their personal computers. You are required to bring your Clicker and Calculator to class every day. Laptop and Electronic Device Policy You may either purchase a Turning Technologies QT clicker or purchase the Turning Technologies 2.0 app the use your phone/tablet/laptop to answer clicker questions for attendance and extra credit. However, if you are found using your electronic device for anything other than taking notes or answering clicker questions during class, you will immediately forfeit all extra credit points (including past extra credit points). If you are caught doing this a second time, you will be required to stop bringing your electronic device to class and purchase a clicker for attendance purposes. There will be no warnings given to individual students regarding this policy. If you are waiting for an urgent call or message (e.g., from a doctor or a sick child) please sit in the back of the class (so as to not disturb other students and be sure to let me know before class begins). Course Requirements (Student s final grades will be based on the following): 1) Lab attendance and participation = 5% 2) Data assignments due in lab (three assignments total) = 10% 3) Mini Research paper 4) Algebra Review and Summation Notation Math Quiz = 5% 5) Three Exams (15% each) 45% 6) Attendance and Class Participation (graded with the clicker) = 10% Note: You are responsible for having a working clicker or a charged internet capable devise that can reliably connect to the internet. 7) Final Exam (Scheduled during exam week) = 20% 8) Extra Credit (graded with the clicker) = 5% (Your clicker scores are available on UBlearns.)

3 3 9) Extra Credit = 1% (For a 2-4 minute mini research paper data analysis presentation in front of the class. Presentation slots are assigned on a first come, first served basis. and must be scheduled by week 13. All presentations must be given by the last week of class.) To obtain the following grades you must obtain the following percentage points in the course: A=93% to100%, A- = 90% to <93%, B+=87 to<90%, B=83% to <87%, B-=80% to <83%, C+=77% to <80%, C=73% to <77%, C-=70% to <73%, D=60% to <70%, F=<60%. Incompletes (I/IU): A grade of incomplete ( I ) indicates that additional course work is required to fulfill the requirements of a given course. Students may only be given an I grade if they have a passing average in coursework that has been completed and have well-defined parameters to complete the course requirements that could result in a grade better than the default grade. An I grade may not be assigned to a student who did not attend the course. Prior to the end of the semester, students must initiate the request for an I grade and receive the instructor s approval. Assignment of an I grade is at the discretion of the instructor. Attendance, Quizzes, and Class Participation Lecture attendance The study of statistics requires diligent work. To facilitate class attendance and participation, I will be using the standard University at Buffalo clicker (or responseware) during lectures. Students are required to bring their functioning device (please check batteries before coming to class) to each class session (including exams). You are responsible for having a working clicker or internet capable device that can reliably connect to the internet in the classroom each day of class. Attendance and Class Participation during lecture will be graded using these clickers. Your clicker will be registered in your name (please do so on UB learns) so they cannot be shared or exchanged. Every week, there will be at least one clicker session. Students who attend and use their clickers to answer the questions posed in class will receive full credit for attendance and participation. Students who do not employ their clickers on questions (by venue of absence, lost clicker, malfunctioning clicker, etc.) will receive a zero on that session. However, two of your clicker sessions will be dropped from this portion of your grade. These two dropped sessions may be used to cover absences, clicker problems, or poor-performance. Employing another student s clicker (or having someone else use your clicker) will be considered to be cheating and will be addressed following the University at Buffalo guidelines. Your clicker session scores can be viewed on UB learns. Please check your UB learns account periodically to make sure your clicker is properly functioning. I will not refund missed points due to forgotten clickers, unregistered clickers, or malfunctioning devices.

4 4 Many clicker sessions will also include graded exercises based on the class readings for that week. Students who correctly answer questions will be given extra credit. The total amount of clicker extra credit will add up to 5% of the total class grade. Lab attendance Attendance in the lab is worth 5% of your grade. This is where you will learn to enter data into a statistical program and use the program to run statistical estimation procedures so attendance is critical. Successful completion of the first three homework assignments will depend upon attendance in lab. All of your assignments are due at the beginning of the lab to be handed in directly to your TA. Data Analysis Assignments and Mini Research Paper There are four assignments in this class. The first three of these are worth 3.33% each (10% for all three assignments). The due dates for these assignments will be provided on the syllabus for your lab. Your assignments are due at the beginning of lab on the due date. The final homework assignment a mini research paper is worth 5% of your grade. For this assignment, students must develop a hypothesis pertaining to the relationship between any two variables and then test whether this hypothesis should be rejected (or fail to be rejected) based upon statistical testing. Students may use ANY bivariate or multivariate statistical procedure employed in this class to test their hypothesis. All students must obtain data to test the relationship between two variables. This data may be collected by students themselves or obtained through a reputable data source. The final homework assignment should be approximately five, typed, double-spaced pages in length (including tables). A detailed description of the homework assignment will be provided to students upon the during the bivariate data section of the course. Homework assignments are due no later than the last week of lab. As a reminder, all homework assignments must be turned in to your TA at the beginning of class before recitation begins. Students who come to recitation late will have an automatic 10% reduction in their homework grade for that assignment. Students who turn in their homework assignment at the end of the recitation will receive 50% of their homework grade. No late assignments are accepted after the recitation is complete (except with prior permission from the TA or instructor).

5 5 Exams You are required to bring a calculator and a #2 lead pencil to exams. The calculator should be able to do square roots. However, the calculator should not be programmable with statistical formulas. To prepare for the exams you are strongly encouraged to attend class and do all of the readings. Exam questions will be based on class material and readings, even if material in the readings was not covered in class. Cell phones and the like may not be used or turned on during exams. I understand that sometimes, because of special circumstances, you do not perform as well on an exam as you normally do. If this happens, come talk with me immediately to discuss the situation do not wait until the semester has almost ended. If, for any reason (e.g., illness), you expect that you might not be able to make it to an exam, you must contact me before the exam. Failure to do so will result in a zero grade for that exam. Medical absences for an exam will require an independent doctor s note (not a family member) explaining that you were too ill to attend the exam. Students may take the exam early if prior arrangements have been made. Students may not take the exam after the exam date. Students caught cheating on an exam will be dealt with following UB s policy on academic integrity (available at: The Final Exam will be scheduled during Final Exam week. Optional Homework Assignments from the Book There are three optional homework assignments posted on UB learns. Completing the homework assignments will serve as an important aid in studying for the exams. Answers to the homework assignments will be posted on UB learns before the exams. Students are encouraged to discuss the homework assignment questions with myself or the teaching assistant. Intellectual Property Course materials that I (Michelle Benson) have prepared, together with the content of all lectures and materials presented and prepared by me in this course, are my intellectual property. Video, audio, and photographic recording of lectures is prohibited without my explicit permission. Use of handouts (and all other material) for any purpose other than studying for this course without first obtaining my consent is prohibited. The selling or dissemination of exams, study guides, homework assignments, and notes derived from my lectures is also prohibited without my explicit permission.

6 6 Learning Outcomes and Assessments This course provides students with a variety of tools for both feedback and evaluation. The table below presents the learning outcomes of the course as well as the coursework that assesses these outcomes. Course Learning Outcome Analyze data and apply empirical or theoretical methods to guide decisionmaking. Interpret mathematical models, formulas, graphs, and tables, and draw inferences from them. Choose appropriate models for a given problem, using information from observed or deduced data and knowledge of the system being studied. Employ quantitative methods, mathematical models and/or statistics to develop well-reasoned arguments to identify and solve real world problems beyond the level of basic algebra, while also being able to recognize the limitations of mathematics and Program Outcomes & Competencies UBGE, SUNY Mathematics, MSCHE Quantitative Reasoning, MSCHE Critical Analysis & Reasoning UBGE, SUNY Mathematics, MSCHE Quantitative Reasoning, MSCHE Critical Analysis & Reasoning UBGE, SUNY Mathematics, MSCHE Quantitative Reasoning, MSCHE Critical Analysis & Reasoning UBGE, SUNY Mathematics, MSCHE Quantitative Reasoning, MSCHE Critical Analysis & Reasoning Delivery Lecture Lab sessions Clicker questions Course Lecture Clicker Questions Readings Short films Class discussion Preparation for Mini Research paper Lecture Readings Short Films Class discussion Lab discussion Assessment Mini Research Paper Computation HW assignments Exams Algebra Review & Summation Notation Math Quiz Graphic and Computational HW Assignments Mini Research Paper Exams Mini Research paper Data Homework Assignments Mini Research Paper Computational and Data Analysis Homework Assignments Computational clicker questions Exams

7 7 statistics. Course Learning Outcome Recognize common mistakes in empirical and deductive reasoning, and mathematical and quantitative problem solving. Express inferences and conclusions in writing. Program Outcomes & Competencies UBGE, SUNY Mathematics, MSCHE Quantitative Reasoning, MSCHE Critical Analysis & Reasoning UBGE, SUNY Basic Communication, MSCHE Written Communication Delivery Lecture Readings Lab discussion Clicker Questions Short films Readings Lecture Extra Credit Presentation Preparation for mini Research Paper Assessment Computational homework assignments Analytical Clicker Questions Exams Mini Research Paper Note: UBGE = UB General Education; SUNY categories in the above table are those required by the SUNY General Education Program ( and MSCHE categories represent the areas of general education required by the Middle States Commission on Higher Education.

8 8 Make-up Policy There are no make-up exams in this class. In a situation of medical emergency, either you or someone on your behalf must inform me of the situation before the exam. To be excused from the exam, your return to class must be accompanied by a letter from the doctor or nurse who provided treatment. If you are one of those students to whom unfortunate events always seem to occur and have difficulty with deadlines or showing up for examinations, you are strongly encouraged to select another class. Classroom Etiquette and Attendance Please be on time to class, you are free to bring drinks but please limit food. The classroom policy is to respect and be considerate to all members of the class. You are expected to attend class regularly and take notes. A large segment of the exams is taken from lecture. I will use material for lecture that is not covered in the readings. If you miss class, it is your responsibility to get the lecture notes from a classmate. I will not, under any circumstances, give my lecture notes to students. Other Issues If you have any disabilities or language difficulties that might affect your participation in the class, please let me know at the during the first two weeks of the course. Anyone having difficulties in the course should see me during office hours or after class. The earlier we talk about potential problems, the better we can handle them. I follow UB s policy on incomplete grades:

9 9 COURSE SCHEDULE Section I: Univariate Analyses Week 1 (8/29-9/2): Introduction, Math Review Chapter 1 Statistics and Variables During this week please read the math review available on UB learns in Course Documents. During this week, please also purchase your clicker/responseware and register your device on UB learns ( All students must create a turning technologies account and register their device or their responseware. Week 2 (9/5-9/9): Chapter 1 Statistics and Variables Chapter 2 Frequency and Percentage Distributions Math Quiz 9/5: No class (Labor Day) Wednesay, 9/7: Wednesday, 9/7: Clicker Questions begin today (you must have purchased and registered your clickers by this date). Be sure to check your clicker responses in UBlearns to be sure your answers are being recorded appropriately. MATH QUIZ Week 3 (9/12-9/16): Chapter 3 Averages Week 4 (9/19-9/23): Chapter 4 Measures of Variation and Confidence Intervals Week 5 (9/26-9/30) : Review and First Exam First Homework Assignment Due in Lab Friday (9/30): FIRST EXAM

10 10 Section II: Bivariate Analyses Week 6 (10/3-10/7): Chapter 5 Cross Tabulation Week 7 (10/10-10/14): Chapter 6 The Chi-Square Test of Statistical Significance Mini Research Paper Assignment Distributed (Due Wednesday, 12/7) This assignment is due by the last week of classes. All extra-credit homework presentations must be completed by the last week of classes. Extra credit slots are assigned on a first-come first served basis. Students must place their name on the extra credit sign up sheet by the tenth week of class. Week 8 (10/ ) Chapter 7 Measures of Association for Cross-Tabulations Week 9 (10/24-10/28): Chapter 8 Comparison of Means and T Tests Week 10 (10/31-11/4): Review and Second Exam Second Homework assignment due in Lab Friday (11/4): SECOND EXAM

11 11 Section III: Bivariate and Multivariate Analyses Week 11 (11/7-11/11): Chapter 9 ANOVA -Work on your Mini Research Paper! Weeks 12 (11/14-11/18): Chapter 10 Regression and Correlation -Work on your Mini Research Paper! Week 13 (11/21-11/25): Chapter 10 Regression and Correlation 11/23-11/24: No Class for Thanksgiving Break Week 14 (11/28-11/2): Chapter 11 Multivariate Cross Tabulation -Work on your Mini Research Paper! Week 15 (12/5-12/9): Review and Third Exam Third Assignment Due in Lab Wednesday (12/7): Friday (12/9): Last day to turn in Mini Research Paper THIRD EXAM Exam Week (Friday 12/16): Friday (12/16): FINAL EXAM 11:45-2:45 at O Brian 112 HAVE A GREAT WINTER BREAK!

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