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Course Outlines

OPMT 1197

Statistics for Business and Industry

School School of Business + Media
Program Part-time Studies
Course Credits 4.5
Minimum Passing Grade 50%
Start Date September 08, 2021
End Date March 30, 2022
Total Hours 54
Total Weeks 30
Hours/Weeks 1.8
Delivery Type Other
Pre-requisites Basic algebraic skills to at least the Grade 11 level. Students who do not have these skills should consider taking OPMT 0199. This course is deemed equivalent to OPMT 1130, OPMT 1121 and OPMT 1208.
CRN 39501

Acknowledgement of Territories

The British Columbia Institute of Technology acknowledges that our campuses are located on the unceded traditional territories of the Coast Salish Nations of Sḵwx̱wú7mesh (Squamish), səl̓ilwətaɁɬ (Tsleil-Waututh), and xwməθkwəy̓əm (Musqueam).

Instructor Details

Name Chris Kellman
E-mail Instructor to provide
Location TBA
Office Hours Instructor to provide

Course Description

​Includes descriptive statistics, including numerical and graphical presentation of data, measures of central tendency, dispersion and elementary probabilities. Introduction to several discrete and continuous probability distributions. Introduction to inferential statistics through selected topics such as sampling, confidence limits of the mean, hypotheses testing, simple linear regression and the chi-squared test for independence.

Course Learning Outcomes/Competencies

Upon successful completion of this course, the student will be able to:

  • Discuss the value of statistical information in a variety of business disciplines and work environments.
  • Assess statistical information portrayed in the media, work and educational environments.
  • Organize and analyze quantitative data.
  • Calculate descriptive statistics measures such as the mean, weighted mean, median, mode, standard deviation, coefficient of variation and variance.
  • Use graphical techniques to present data in such a manner that it is understood by and meaningful to colleagues and clients.
  • Analyze data presented in frequency distributions, histograms and boxplots.
  • Apply the common rules of probability to evaluate business alternatives.
  • Analyze and calculate probabilities for Binomial, Poisson, Uniform and Exponential probability distributions.
  • Calculate expected values and standard deviations for random variables.
  • Construct and interpret a confidence interval estimate for a single population mean using both the standard normal and t distributions.
  • Establish and interpret a confidence interval estimate for a single population proportion.
  • Determine the required sample size for estimating a single population mean or proportion.
  • Carry out an appropriate hypothesis test on a single population mean or proportion.
  • Interpret the p-value of the test statistic.
  • Carry out a hypothesis test comparing two population means or proportions.
  • Construct a contingency table and perform a chi squared test of independence.
  • Analyze simple two-variable problems using linear regression and correlation.
  • Interpret the results of a computer generated regression model and ANOVA table.

Learning Resources

BA II plus calculator is required - the professional model may also be used. The material required to complete the couse should be available online. Students may also consider purchasing Essentials of Business Statistics Black et al from the BCIT bookstore. Look at the material available online and talk to your instructor before purchasing the text.

Evaluation Criteria

Criteria % Comments
Assignments (10) 11Assignments 1-4 are due before the midterm and 5-11 before the final. No late assignments are accepted
Midterm 40
Final exam 4949No additional material will be accepted for grading after the final exam has been written.

Other information

This is a self paced course but it is recommended students make a schedule and stick to it. Thirteen weeks is an appropriate amount of time to allocate to the course. One assignment per week and a week for each of the midterm and final exams.

The distance/online format does not work for all students. Once you have registered for the course it is strongly recommended that you reveiw the content section fo the course and decided whether you should take this course or would be better in a face to face class.

Course Schedule and Assignments


Material covered



Due date

Week 1

Measures of Central location and dispersion. Applications of mean and standard deviaiton

module 1

Assignment 1

Week 1

Week 2

Grouped data/Graphical techniques

module 2

Assignment 2

Week 2

Week 3

Probability rules/discrete probability

Module 3

Assignment 3

Week 3

Week 4

Discrete Probability/Introduction to continuous probability

Module 4

Assignment 4

Week 4


Midterm exam

Week 5

Week 5

Continuous Probability distributions

Module 5

Assignment 5

Week 6

Week 6

Sampling distributions/central limit theorum

module 6

Assignment 6

Week 7

Week 7

Interval estimation/hypothesis testing

Module 7

Assignment 7

Week 8

Week 8

Hypothesis testing of mean and proportions,

Module 8

Assignment 8

Week 9

Week 9Hypothesis testing two population means and proportionsModule 9Assignment 9Week 10

Week 9

Chi squared / Anova

Module 10

Assignment 10

Week 11

Week 10

Simple linear Regression

Module 11

Assignment 11

Week 12

Final exam

Final exam

Week 13

This is a suggested schedule only, students may work at their own pace as long as they complete the requirements within 30 weeks

BCIT Policy

Any student who needs special assistance in the event of a medical emergency or building evacuation (either because of a disability or for any other reason) should promptly inform their course instructor(s) and Accessibility Services of their personal circumstances.

Human Rights, Harassment and Discrimination:
The BCIT community is made up of individuals from every ability, background, experience and identity, each contributing uniquely to the richness and diversity of the BCIT community as a whole. In recognition of this, and the intrinsic value of our diversity, BCIT seeks to foster a climate of collaboration, understanding and mutual respect between all members of the community and ensure an inclusive accessible working and learning environment where everyone can succeed.

Respect, Diversity, and Inclusion is a supportive resource for both students and employees of BCIT, to foster a respectful learning and working environment. Any student who feels that they are experiencing discrimination or harassment (personal or human rights-related) can confidentially access this resource for advice and support. Please see Policy 7507 – Harassment and Discrimination and accompanying procedure.

Students should make themselves aware of additional Education, Administration, Safety and other BCIT policies listed at

Guidelines for School of Business + Media

Students must successfully complete a course within a maximum of three (3) attempts at the course. Students with two attempts in a single course will be allowed to repeat the course only upon special written permission from the Associate Dean. Students who have not successfully completed a course within three attempts may not be eligible to graduate from their respective program.

Regular attendance in lectures and labs is seen as integral to student success, therefore, attendance in class is monitored. Unexcused absences in excess of 10% of the time prescribed for this course may result in the assignment of a failing grade. Attendance may be taken at any time during class. A student not present for attendance will be marked absent. A student who leaves class for a period of time deemed excessive by the instructor may be considered absent regardless of whether they are present when attendance is taken.

In case of illness or other unavoidable absence, students must communicate with the instructor, or the appropriate Program Head, as soon as possible (preferably in advance) indicating the reason for the absence. Students who are seeking accommodation for a medical absence must have a BCIT-approved medical certificate ). For other absences, students must be prepared to provide appropriate supporting documentation.

A student who has unexcused absences in excess of 10% of the time prescribed for the course by the Withdrawal Deadline is considered to have ‘Vanished’ and will be assigned a grade of ‘V’. In these cases, no further work will be graded.

These requirements are set out in accordance with BCIT Policy 5101 Student Regulations. More information regarding withdrawals from PTS courses is available at


I verify that the content of this course outline is current.
Chris Kellman, Instructor
September 06, 2021

I verify that this course outline has been reviewed.
Sam Choo, Program Head
September 07, 2021

I verify that this course outline has been reviewed.
Ron Wlock, Program Head
September 07, 2021

I verify that this course outline has been reviewed and complies with BCIT policy.
Phil Ramer, Associate Dean
September 07, 2021

Note: Should changes be required to the content of this course outline, students will be given reasonable notice.