MATH06082 2022 Data Analytics
The module is intended to help students to gain proficiency with the necessary skills to interpret numerical and graphical information and describe data appropriately. It will introduce basic concepts and methods of Quantitative Methods and will enable students to solve problems and make decisions using various statistical tools.
Learning Outcomes
On completion of this module the learner will/should be able to;
Demonstrate an awareness of prominent survey designs and sampling strategies
Preform calculations for measures of correlation and regression.
Carry out time series analysis.
Effectively use hypothesis tests for decision making.
Utilise computer software in the solution of statistical problems.
Teaching and Learning Strategies
The student will engage with the content of the module through lectures, tutorials and computer labs.
The student will develop and apply their learning through practical examples and exercise sheets.
The student will generate practical computer solutions in the computer labs using various software packages.
Module Assessment Strategies
Continuous assessment will consist of several in-class assessments that will allow students to demonstrate their understanding of lecture material.
Written examination at the end of the semester.
Computer solution of statistical problems will be assessed in a practical lab assessment.
Repeat Assessments
Written examination
Indicative Syllabus
1. Sampling: Use random and non-random sampling methods, procedures to be followed in conducting a sample survey. Construct confidence intervals.
2. Time Series: Factors which affect a time series, forecasting future values.
3.Regression and Correlation: Draw scatter diagrams. Calculate linear regression coefficients, calculate measures of correlation and rank correlation, use the regression line for forecasting.
4. Hypothesis Testing: One-Sample Tests of Hypothesis.
5. Data Analysis using software packages.
Coursework & Assessment Breakdown
Coursework Assessment
Title | Type | Form | Percent | Week | Learning Outcomes Assessed | |
---|---|---|---|---|---|---|
1 | Continuous Assessment | Coursework Assessment | Assessment | 50 % | OnGoing | 1,2,3,4,5 |
End of Semester / Year Assessment
Title | Type | Form | Percent | Week | Learning Outcomes Assessed | |
---|---|---|---|---|---|---|
1 | Final Exam | Final Exam | Closed Book Exam | 50 % | End of Term | 1,2,3,4 |
Full Time Mode Workload
Type | Location | Description | Hours | Frequency | Avg Workload |
---|---|---|---|---|---|
Lecture | Not Specified | Lecture | 3 | Weekly | 3.00 |
Tutorial | Not Specified | Tutorial | 1 | Weekly | 1.00 |
Supervision | Computer Laboratory | Computer Lab | 2 | Weekly | 2.00 |
Independent Learning | Not Specified | Independent Learning | 4 | Weekly | 4.00 |
Required & Recommended Book List
2018 Business Mathematics
ISBN 0134693329 ISBN-13 9780134693323
For courses in Business Mathematics. Focuses on current issues, real companies, and pragmatic business scenarios Business Mathematics by Clendenen and Salzman teaches students the mathematical skills they need for success in business, emphasizing mastery of business concepts and scenarios that require a mathematical solution. With a strong focus on current issues, real companies, and pragmatic business scenarios, the authors cover the full spectrum of basic business math, placing every concept in context with relevant examples. Along with an updated MyLab(tm) Math course, the 14th Edition has been significantly revised to modernize the text, improve discussions, and make the material more meaningful to students. This revision is packed with data, examples, graphs, photographs, and case studies that demonstrate the material's relevance as it teaches students to interpret data and information. A global perspective is emphasized through examples and exercises that highlight issues in other countries. Also available with MyLab Math By combining trusted author content with digital tools and a flexible platform, MyLab personalizes the learning experience and improves results for each student. Note: You are purchasing a standalone product; MyLab Math does not come packaged with this content. Students, if interested in purchasing this title with MyLab Math, ask your instructor to confirm the correct package ISBN and Course ID. Instructors, contact your Pearson representative for more information. If you would like to purchase both the physical text and MyLab Math, search for: 0135195969 / 9780135195963 Business Mathematics Plus MyLab Math with Pearson eText - Access Card Package Package consists of: 0134693329 / 9780134693323 Business Mathematics, 14e 0134836235 / 9780134836232 MyLab Math with Pearson eText - Access Card - for Business Mathematics, 14/e
2019-04-15 Microsoft Excel 2019 Data Analysis and Business Modeling Microsoft Press
ISBN 1509305882 ISBN-13 9781509305889
Master business modeling and analysis techniques with Microsoft Excel 2019, and transform data into bottom-line results. Written by award-winning educator Wayne Winston, this hands-on, scenario-focused guide shows you how to use the latest Excel tools to integrate data from multiple tables-and how to effectively build a relational data source inside an Excel workbook.
2008-01-01 Quantitative Methods for Business Decisions Thomson
ISBN 1844805743 ISBN-13 9781844805747
Now entering its 6th edition Quantitative Methods for Business Decisions is regarded as one of the clearest, most accurate and comprehensive European textbooks in its field. Each chapter focuses on a selection of statistical techniques, illustrated with examples from across business, marketing, economics, accounting, finance, and public administration, to appeal to students across the business spectrum. Using a rigorous exercise-based approach this title provides in-depth guidance on how to apply the most widely-used statistical methods in business. The extensive coverage provided makes this text suitable for the teaching of quantitative methods across all business disciplines at undergraduate level and MBA courses.
2010-01-11 Basic Statistics for Business and Economics with Formula Card (The Mcgraw-Hill/Irwin Series Operations and Decision Sciences) McGraw-Hill/Irwin
ISBN 0077384474 ISBN-13 9780077384470
Lind/Marchal/Wathen: BASIC STATISTICS FOR BUSINESS AND ECONOMICS, Seventh edition is a derivative of the best-selling STATISTICAL TECHNIQUES IN BUSINESS AND ECONOMICS, offering the essential topics of statistical tools and methods delivered in a student friendly, step-by-step format. The text is non-threatening and presents concepts clearly and succinctly with a conversational writing style. All statistical concepts are illustrated with solved applied examples immediately upon introduction. Modern computing tools and applications are introduced, but the text maintains a focus on presenting statistics content as opposed to technology or programming methods, and the seventh edition continues as a students text with increased emphasis on interpretation of data and results.
2008 Basic Business Statistics 12th Edition
ISBN 0132168383 ISBN-13 9780132168380
Module Resources
Basic Statistics for Business and Economics. Lind, Marchal, Wathen. 5th Ed. 2006 McGraw Hill
Curwin, Jon., Slater, Roger 2008, Quantitative Methods for Business Decisions, 6th ed., Cengage Learning
Gary Clendenen, 2014 Business Mathematics (13th Edition) Pearson
Mark L Berneson,Basic Business Statistics: Concepts and Applications, 12th Edition