- AB Sugar Company Strategic Management Assignment: External, Internal, SWOT & Sustainable Growth Strategy
- Unit 3 Project Assignment Report: Planning and Delivering a Professional Training Event to Develop IT, Leadership, or Soft Skills
- CIPD 5OS05 Level 5 EDI Strategy Report: Promoting Equality, Diversity and Inclusion in Public Sector Service Organisations
- Water Resources Assignment: HEC-RAS Flow Analysis and Hydraulic Jump Evaluation in Open Channels
- HRM Reflective Assignment 1: Case Study on Strategic Growth & Employee Retention
- Qualifi Level 4 HSC401 Academic Study Skills Assignment: Portfolio on Personal Development, Source Evaluation, and Research Relevance in Health and Social Care
- AFM0ICD Budgeting Advice Assignment 1: Mr Confused Case Study on Business Budget Planning, Monitoring and Communication Using Microsoft Office Tools
- W84512A Enterprise Assignment: Business Analysis of a UK-Based SME Using Market Research, PEST & SWOT Tools BTEC Level1/Level2
- 5COSC022W JAX-RS REST API Assignment: Airline Agency System for Flight, Passenger & Booking Management
- 6315_6327_6220BEUG Construction Project Report: Yale College Redevelopment Programme Management
- MN4W50QA Professional Development Reflection Assignment: Weekly Learning Log & PDP-Based Self-Assessment Report
- BUS5017 Blockchain & FinTech Assignment Report: Supply Chain Finance Transformation in UK Manufacturing Sector
- Unit 12 Executive Recruitment Assignment Report: Retail Case Study for Hiring a Merchandising Officer
- CIPD Level 5HR03 Reward Management Assignment: GreenFriendlyEco Case Study for Performance and Retention Strategy
- FDY3008 Investigation and Innovation Project: Small-Scale SDG Solution with Reflective Skills Development Report
- F/618/5289 OTHM Level 3 Communication in Health and Social Care Assignment: Report and Presentation on Equality, Diversity, and Inclusion
- Reflective Assignment Report: Personal Nursing Values and Their Impact on Future Practice
- HWSC4003 Communication & Ethics Assignment: Reflective Report on Therapeutic Relationships in Health and Social Care
- Crime Data Visualisation Assignment: US Crime Case Study for Law Enforcement Intelligence
- MG410 Career Development Assignment: Self-Reflection, CV, LinkedIn & SMART Plan for Future Employment
BTEC Level 3 Unit 10 Statistical Analysis Assignment Report: Global Education Trends Using Big Data and Analytics
| University | Aston University (AU) |
| Subject | Unit 10: Big Data And Business Aanlaytics |
Learning aim(s) (For NQF only)
B: Explore the statistical software tools and techniques used to analyse data in organisations
Vocational Scenario or Context
You have recently started an internship at an educational charity. The director of the charity is interested in how big data and data analytics might be used by the organisation to improve the way they target their efforts so that the work they do can be as effective as possible. Following the report you produced on the topic the director has asked you to look into the statistical tools and techniques which can be used to analyse data.
Task 1
The charity is looking into how progression through and completion of different stages of education as well as youth and literacy rates within different countries. Some data on international education can be found here:
https://en.unesco.org/gem-report/node/6
You should use this data to carry out an analysis and evaluation using:
- routine and non-routine central tendency
- dispersion and probability distribution operations
- routine and non-routine regression operations
identifying those countries which perform better than average and those which perform worse and how this differs by age and gender.
You will write up the results of your investigations in the form a report. Your report needs to show that you have:
- Tabulated grouped data and generate fully annotated pie charts, bar charts and histograms.
- Accurately calculated representative values for central tendency and evaluate the usefulness of the values in relation to the distribution of data.
- Accurately calculated variance, standard deviation, range, interquartile and inter-percentile values of normally distributed data and explained the meaning of each. You have carry out a t-test on two sets of data and evaluate the relevance of the result.
- Used the given data to accurately determine the equation of linear regression and correlation coefficient.
- Compared the predicted value of the dependent variable with the value obtained from the graph for a non-measured value, in relation to the value of the correlation coefficient.
- Justified the choice of regression type for a non-linear relationship, such as a power relationship.
Do You Need Assignment of This Question
Your report should be easily understood by a third party with a mathematical background and should include correct use of mathematical terminology and application of relevant units.
Checklist of evidence required
- Results of the analysis.
- Written evaluation report.
Criteria covered by this task:
| Unit/Criteria reference | To achieve the criteria you must show that you are able to: |
|---|---|
| B.D2 | Evaluate the correct synthesis and accurate application of routine and non-routine statistical, and probability operations using calculations and appropriate software to solve problems. |
| B.M2 | Solve problems accurately for a dataset involving routine and non-routine central tendency, dispersion and probability distribution operations, using software. |
| B.M3 | Solve problems accurately for a dataset involving routine and non-routine regression operations, using software. |
| B.P2 | Solve problems for a dataset involving routine central tendency, dispersion and probability distribution operations, using software. |
| B.P3 | Solve problems for a dataset involving routine linear regression operations, using software. |
Sources of information to support you with this Assignment
- Marr B. Big Data: Using Smart Big Data, Analytics and Metrics to Make Better Decisions and Improve Performance. John Wiley & Sons, Ltd. 2015. 978-1118965832
- Cody, I.D. Data Analytics: Practical Data Analysis and Statistical Guide to Transform and Evolve Any Business Create Space Independent Publishing Platform. 2016 978-1536875379
Other assessment materials attached to this Assignment Brief
e.g. work sheets, risk assessments, case study
Buy Answer of This Assessment & Raise Your Grades
Prepare your Unit 10 Statistical Analysis Assignment Report with the help of UK Assignment Helper. There are specialized professionals for all categories of assignments who offer you plagiarism-free and superior content. You are assured that our report-writing service will make you productive and help you achieve high grades in your academic year. A free list of assignment samples written by PhD experts is also provided here that can help you boost your study power and check the quality of the report. So contact us today and get your top-notch report!
Answer
