ClassInfo

IT 223 Data Analysis

Winter 2014-2015
Class number: 20037
Section number: 502
MW 11:50AM - 1:20PM
LEWIS 01509 Loop Campus

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Summary

The course covers the application of statistical concepts and techniques to a variety of problems using a statistical package for simple data analysis. Course topics include descriptive statistics, elementary probability rules, sampling, distributions, confidence intervals, correlation, regression and hypothesis testing.



Texts

Introduction to the Practice of Statistics, Latest Edition (7th, 2012); Moore, McCabe, and Craig; W.H. Freeman.


Grading

-Assignments - lowest grade is dropped - 45%
-Quizzes - lowest TWO percentage grades are dropped - 20%
-Midterm Exam: 15%
-Final Exam: 20%

* The lowest scored assignment or homework for each student may be dropped from the grading scale. Late assignments/homework will not be accepted.

(Exact percentages subject to change; subject to discussion in class.)


Prerequisites

MAT 130 or another college algebra course


Course Objectives

The aim of the course is to illustrate statistical methods and basic concepts of probability theory. The course topics include descriptive statistics, an introduction to statistical inference (confidence intervals and hypothesis testing) and linear regression models.

The students will learn to use the SPSS statistical package and the M/S Excel spreadsheet package to prepare data and compute statistical analyses of data sets.

The objectives of this course are:
- to develop an understanding of the basic concepts of probability and statistics,
- help students to be informed and critical readers of quantitative arguments,
- to provide sufficient skills to apply simple statistical techniques with the aid of a computer,
- to appreciate the role of statistics in empirical research and scientific study,
- to gain flexible problem-solving skills applicable to unfamiliar statistical settings.


Learning Domain & Outcomes

IT 223 Data Analysis is included in the Liberal Studies program as a course with credit in the Scientific Inquiry domain. Courses in the Scientific Inquiry domain are designed to provide students with an opportunity to learn the methods of modern science and its impact on the world around us. Courses are designed to help students develop a more complete perspective about science and the scientific process, including: an understanding of the major principles guiding modern scientific thought; a comprehension of the varying approaches and aspects of science; an appreciation of the connection among the sciences; the fundamental role of mathematics in practicing science; an awareness of the roles and limitations of theories and models in interpreting, understanding, and predicting natural phenomena; and a realization of how these theories and models change or are supplanted as our knowledge increases.

Learning Domain Outcomes
1. Students will understand the major principles guiding modern scientific thought. Students will demonstrate a mastery of the science content knowledge of their SID courses.
2. Students will know that science, technology, and math serve as mechanisms for inquiry into the nature of the universe. Students will: 

a. identify questions that can be answered through scientific investigations;
b. design and conduct a scientific investigation to test a scientific hypothesis;
c. use appropriate tools and techniques together, analyze, and interpret data to support or refute a scientific hypothesis;
d. develop descriptions, explanations, predictions, and models using evidence;
e. describe relationships between evidence and explanations using critical and logical thinking;
f. recognize and analyze alternative explanations and predictions;
g. communicate scientific procedures and explanations;
h. use mathematics in all aspects of scientific inquiry.
3. Students will understand and appreciate the interrelationships among science, technology and math. Students will:
a. use technology and mathematics to identify a problem or design a solution to a problem;
b. give examples of how science and technology inform and influence each other.
4. Students will understand and appreciate the role of science in society and in their lives. Students will:
a. Provide examples of how science and technology impact our lives, and how social needs and concerns impact our development of technology and scientific investigation;
b. develop positive attitudes towards science, technology, and mathematics;
c. establish an ongoing experiential/service-learning interest in science, technology, and mathematics.
5. Students will understand the nature of science, technology, and mathematics. Students will:
a. provide examples of the abuse of science, including the representation of unfalsifiable claims as science and other forms of pseudoscience;
b. explain the strengths and limits of scientific inquiry;
c. explain the difference between evidence and inference, and the 
provisional nature of scientific explanations by providing examples of how our understanding of the workings of the world has changed in the past;
d. explain the difference between probability and certainty, and describe what is meant by uncertainty in the context of science, technology, and mathematics.


School policies:

Changes to Syllabus

This syllabus is subject to change as necessary during the quarter. If a change occurs, it will be thoroughly addressed during class, posted under Announcements in D2L and sent via email.

Online Course Evaluations

Evaluations are a way for students to provide valuable feedback regarding their instructor and the course. Detailed feedback will enable the instructor to continuously tailor teaching methods and course content to meet the learning goals of the course and the academic needs of the students. They are a requirement of the course and are key to continue to provide you with the highest quality of teaching. The evaluations are anonymous; the instructor and administration do not track who entered what responses. A program is used to check if the student completed the evaluations, but the evaluation is completely separate from the student’s identity. Since 100% participation is our goal, students are sent periodic reminders over three weeks. Students do not receive reminders once they complete the evaluation. Students complete the evaluation online in CampusConnect.

Academic Integrity and Plagiarism

This course will be subject to the university's academic integrity policy. More information can be found at http://academicintegrity.depaul.edu/ If you have any questions be sure to consult with your professor.

All students are expected to abide by the University's Academic Integrity Policy which prohibits cheating and other misconduct in student coursework. Publicly sharing or posting online any prior or current materials from this course (including exam questions or answers), is considered to be providing unauthorized assistance prohibited by the policy. Both students who share/post and students who access or use such materials are considered to be cheating under the Policy and will be subject to sanctions for violations of Academic Integrity.

Academic Policies

All students are required to manage their class schedules each term in accordance with the deadlines for enrolling and withdrawing as indicated in the University Academic Calendar. Information on enrollment, withdrawal, grading and incompletes can be found at http://www.cdm.depaul.edu/Current%20Students/Pages/PoliciesandProcedures.aspx.

Students with Disabilities

Students who feel they may need an accommodation based on the impact of a disability should contact the instructor privately to discuss their specific needs. All discussions will remain confidential.
To ensure that you receive the most appropriate accommodation based on your needs, contact the instructor as early as possible in the quarter (preferably within the first week of class), and make sure that you have contacted the Center for Students with Disabilities (CSD) at:
Lewis Center 1420, 25 East Jackson Blvd.
Phone number: (312)362-8002
Fax: (312)362-6544
TTY: (773)325.7296