Professor: Stephen M. Marson, Ph.D., ACSW
Office: D. F. Sampson 217; Phone: 521-6475 Inclement weather: (910) 521-6888
Office Hours:  by appointment
   * Wednesday office hours will be in room 15 of the Thomas Family Center for Entrepreneurship .

 Course Prerequisite:
MAT 105 or 107

Office: Sampson 217; Phone: 521-6475; Inclement weather: (910) 521-6888


Table of Contents

Academic Honor Code


Handouts (Straight) Software (SPSS vs MS Excel)


Final Exam Process  Homework

Solitaire Rules



Phoning Policy

Tables from text

Course Objectives




Course Outline






Scoring the Stress Index


The course will come from the material in Chapters 1 - 8 of the text. In addition, we will be watching some of the films from the series Against All Odds: Inside Statistics (you may use the hot link to obtain the library call number for the films)    The course outline follows the sequence of material addressed in the course objectives.  The course objectives are building blocks.   Thus, competence for each course objective is dependent on the students understanding of the previous objective.   Upon completion of this course, the students should be able to think critically about data, to select and use graphical and numerical summaries, to apply standard statistical procedures, and to draw conclusions from such analysis.




    See hot links

       1. To understand basic statistical symbols. (for the projector)  To understand what type of chart (line, pie or bar) to employ in relationship to the data.


    Chap 1

       2. To be able to picture and understand the shape of a distribution (central tendency and spread) by using a histogram , a stemplot, and a box plot.


    Chap 2 & 3

       3. To understand and calculate measures of central tendency including median, mean, mode, harmonic mean, and geometric mean, and related concepts of quartiles, range, z-score and standard deviation.


    See hot link >

       4. To understand the notion of level of measurement including concepts as nominal, ordinal, interval, ratio, quasi interval, discrete, and continuous data


    Chap 3

       5. To understand the concept of "distribution" which includes density curves, normal curves, the 69-95-99.7 rule and the standardization rule. 


    Chap 3

       6. To understand and calculate relative frequencies, percentiles and quartiles.


    Chap 11, 26

       7. To appreciate the use of time series analysis by understanding seasonal variations and the process of smoothing data (especially, Moving Averages and Running Medians/Median Trace).


    See hot links >

       8. To test and understand the concept of independence and autocorrelation (formula in MS Word 97, it works best by using Explorer -- not Netscape) for time-series analysis.


    Chap 4

       9. To understand growth patterns particularly linear and exponential growth.


    Chap 4 & 5

    10. To be able to analyze the relationship between two variables using a scatterplot and by adding an addition variable. 


    Chap 5

    11. To be able to interpret and calculate correlation and appreciation its relationship to regression.


    Chap 6

    12. To understand and apply the rules for establishing a causal relationship by analyzing associations and using Simpson's Paradox.


    Chap 8, 9

    13. To be able to use and understand experimental designs by comparing them to observational studies, appreciating confounding factors, and accepting the importance of randomization.


    Chap 9

    14. To understand how complex surveys are designed and how sampling effect distributions.


    Chap 10, 11, 12

    15. To understand and apply probability rules (including the addition and multiplication rules).   For further information see Diaconis .

    In class assignment.

    Chap 13

    16. To understand the use of binomial distributions and the law of large numbers.


    Chap 11

    17. To understand the central limit theorem.


    Chap 15

    18. To understand and calculate confidence intervals for samples.


    Chap 15, 16, 17

    19. To understand the purpose of a significance test, type I/type II errors, P-values, and statistical significance.

    Homework TEST

    Chap 18

    20. To understand and apply t-procedures for single and paired comparisons.


    Chap 19

    21. To compare two means, two samples by using the t-test.


    Chap 20-21

    22. To be able to produce an inference for proportions and two-way tables.


    Chap 23

    23. To understand and apply c2 test and distribution.


    Chap 24

    24. To have the basis for understanding and producing an inference for linear regression.


    See hot link >

    25. To understand the difference between statistical and practical significance.

    Homework TEST

    Required Text:  Moore, D. (2013).  The Basic Practice of Statistics

    Handouts and Homework:

Exams: Open book/notes exams will be given at the times listed within the Couse Competence section. Each student will get immediate feedback and will be given an opportunity to raise one's grade by ˝ credit for each item that is successfully corrected. The final exam will also provide immediate feedback and raise one's grade by a ˝ credit for each item. Students who do not complete the feedback assignment in a timely manner will not receive full credit.   Students who do not submit corrections (including the final) will receive a zero for that exam and will not be permitted to take the next exam.  Research demostrates that working incorrect answers is an extremely important part of the learning process.  If a correct answer is mark wrong, write an explanation.  If an error is made is grading (not uncommon), the student will be given full credit.  Students may NOT have cell phones during an exam.  They must be placed in the front to the room.  All exams must be completed in ink.  Pencils will not be accepted.

Final Exam:  Correction due as listed on Final Exam Schedule


Attendance Policy:  Don't miss class, don't be late. Attendance is worth 10% of your grade.   Being late or leaving early is calculated as .5 raw point while missing a class is calculated as 1 raw point.   I will not consider any changes in the attendance grade during starting the last week of class.   Students must identify problem with their attendance at the end of each class.   Mistakes can be made.  Students are required to review Blackboard to determine if they received credit for the days attended including tardy days.   ALL errors must be reported on later than the class period BEFORE the final test is given.  No error will be addressed once the final test is given.

Homework: Assignments from the workbook, text, collected data other problems will be given daily. Assume that students will be given a homework assignment every day. Under most circumstances, late homework is accepted.   Please understand that homework is the BEST preparation for the tests.  Thus, it is best to make sure your homework is returned to you prior to each test.   Mistakes can be made.  Students are required to review Blackboard to determine if they received credit for their work.   ALL errors must be reported on later than the class period BEFORE the final test is given.  No error will be addressed once the final test is given. RULE: Home can be submitted before class, during break, or after class.   Once class begins, student MAY NOT submit homework.   WHY?  Students who are in their seats have complained about the disturbance.

Office of Academic Excellence

Tutoring is available by subject with peer tutors who show proficiency in courses and have been trained in effective tutoring strategies.  The tutoring sessions can host up to five students per session.  To get the most effective results students should sign up for tutoring as soon as possible.  Students should also come to tutoring sessions with specific questions prepared regarding course material.  The more consistent the attendance to tutoring sessions, the better students will understand the material and perform at a higher level in class.  Sign up for tutoring in the Center for Academic Excellence office.

 Supplemental Instruction (SI) is available to assigned classes that present historically difficult material.  An SI Leader is an upperclassman, model student who has taken the course and shown proficiency, and has been trained in effective Supplemental Instruction leadership strategies.  An SI Leader is assigned to the course to attend all lecture sessions and host at least three study sessions per week for students to attend voluntarily.  SI sessions will provide supplemental material for students to use to improve their understanding of the course material.  SI sessions also provide an opportunity for students to ask questions, and gain insight from their classmates.  Students are encouraged to attend as frequently as possible to review the class material consistently.  The more frequent the attendance at SI Sessions, the better students will understand the material and perform in class.

 The Resource Learning Lab offers computer based, self-paced tutoring in basic writing skills from composing sentences, paragraphs, and essays, to addressing common writing problems, basic reading comprehension, and word problem dissection.  These programs are 4 – 8 weeks long and offer non-credit, collectable test performance data on each student during their progression through our programs. The Resource Learning Lab also offers tutoring that improves academic study skills through self-help DVD’s, such as Values and Goals, Time Management, Critical Thinking and Problem-Solving, Active Listening and Note-Taking, Researching, Reading and Writing, and Studying and Test-Taking.  These programs are designed to enhance college-level reading comprehension and writing skills, and to improve the areas where students find they have deficiencies.  The Resource Learning Lab is available to all students, whether right out of high school or non-traditional students needing a refresher.


Grading: All exams including final will receive an equal weight which will equal a total of 80% of the final grade. Attendance and class participation are constitute 10% and home is worth 10%.   Grades are not negotiated. A grade will not be changed after the grade is given to the student.  In addition, since UNCP adopted pluses and minuses within the grading protocol, grades are NOT rounded.  Thus, if a student earns a grade of 73.999, that is valued as a C-.  On the other hand, if the professor makes a calculation error, students are expected to immediately report the error to the professor.   A 93-100; A- 90-92;  B+ 87-89;  B 83-86;  B- 80-82;  C+ 77-79;  C 73-76;   C- 70-72;  D+ 67-69;  D 63-66;  D- 60-62; F 0-59


Calculator Recommentation: In my experience, I found that the Sharp Corporation offers the best Scientific Calculators.   One way of testing a calculator is by finding the square of -5.   If your answer is -25, don't purchase the calculator.   A list of features for good calculators for this course can be found at: Scientific Calculators.   If you click on the gold ">>" sign, you'll get detailed information about special features.   If you would like to find a calculator with special features click here: Special Features.


Students with Disabilities:  Federal laws require UNCP to accommodate students with documented learning, physical, chronic health, psychological, visual or hearing disabilities.   In post-secondary school settings, academic accommodations are not automatic; to receive accommodations, students must make a formal request and must supply documentation from a qualified professional to support that request. Students who believe they qualify must contact Disability Support Services, (DSS) in DF Lowry Building, Room 107 or call 910-521-6695 to begin the accommodation process. All discussions remain confidential.  Accommodations cannot be provided retroactively. More information for students about the services provided by DSS and the accommodation process may be found at the following links:

 Religion Statement:
The University of North Carolina at Pembroke has a legal and moral obligation to accommodate all students who must be absent from classes or miss scheduled exams in order to observe religious holidays; we must be careful not to inhibit or penalize these students for exercising their rights to religious observance.    To accommodate students’ religious holidays, each student will be allowed two excused absences each semester with the following conditions:

1. Students, who submit written notification to their instructors within two weeks of the beginning of the semester, shall be excused from class or other scheduled academic activity to observe a religious holy day of their faith.  Excused absences are limited to two class sessions (days) per semester. 
Students shall be permitted a reasonable amount of time to make up tests or other work missed due to an excused absence for a religious observance.
3.Students  should not  be penalized due to absence from class or other scheduled academic activity because of religious observances.  
A student who is to be excused from class for a religious observance is not required to provide a second-party certification of the reason for the absence.   Furthermore, a student who believes that he or she has been unreasonably denied an education benefit due to religious beliefs or practices may seek redress through the student grievance procedure. 


Cell Phone Policy: Students are not permitted to conduct phone conversations during class time.  Students are not permitted to have cell ring during class time.   Students who use conduct a phone conversation or allow their phones to ring during class time will be drop 10 points on the next quiz or 5 points for their final exam.   During an exam, phones and hand held computers are not permitted in the room.   Laptops are permitted.


    Suggested References:
    Napier, A., Judd, P. J. & Rand, B. (2002). Mastering and Using Microsoft Excel 2002. Boston, Thomson Learning.
    Berk, K.N. & Cary, P. (1998). Data Analysis with Microsoft Excel. Pacific Grove, CA: Duxbury.
    Middleton, M. R. (2003). Data Analysis Using Excel. Pacific Grove, CA: Duxbury.

    Statistical Dictionaries:,,,,


    References that influence the direction of this course (books used while I was a student)