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Module ASB-2111:
Statistical Methods

Module Facts

Run by Bangor Business School

20.000 Credits or 10.000 ECTS Credits

Semester 1 & 2

Organiser: Dr Yichen Zhu

Overall aims and purpose

AIMS: The module will introduce students to the ideas of probability and statistical inference, and demonstrate the application of those ideas. The overall aim is to provide a good foundation in statistical methods and techniques. There is a strong focus on implementing these techniques in Microsoft Excel.

Course content

The course will include statistical techniques, which will include, sampling methods, hypothesis testing, regression and correlation analysis. It will also cover the use of robustness testing, and the analysing of time series and panel data. There will be instruction on data management and the use of the statistical tools within Excel.

Assessment Criteria

good

B- to B+ (60-69%): Very good performance Most of the relevant information accurately deployed. Good grasp of theoretical/conceptual/practical elements. Good integration of theory/practice/information in pursuit of the assessed work's objectives. Evidence of the use of creative and reflective skills.

excellent

A- to A+ (70%+): Outstanding performance. The relevant information accurately deployed. Excellent grasp of theoretical/conceptual/practice elements. Good integration of theory/practice/information in pursuit of the assessed work's objectives. Strong evidence of the use of creative and reflective skills.

C- to C+

C- to C+ (50-59%): Much of the relevant information and skills mostly accurately deployed. Adequate grasp of theoretical/conceptual/practical elements. Fair integration of theory/practice/information in the pursuit of the assessed work's objectives. Some evidence of the use of creative and reflective skills.

threshold

C- to C+ (50-59%): Much of the relevant information and skills mostly accurately deployed. Adequate grasp of theoretical/conceptual/practical elements. Fair integration of theory/practice/information in the pursuit of the assessed work's objectives. Some evidence of the use of creative and reflective skills.

Learning outcomes

  1. Apply key statistical concepts.

  2. Understand sampling methods and interpret statistical inference.

  3. Analyse data, and interpret the results.

  4. Formulate and test hypotheses.

  5. Carry out investigations using summary statistics, graphs, techniques and exploratory data analysis, correlation and regression.

Assessment Methods

Type Name Description Weight
Group Data Analysis Report 20.00
End of Semester 2 exam 80.00

Teaching and Learning Strategy

Hours
Lecture

There will be a series of two-hour weekly lectures, which will include practical demonstrations and worked examples to try in class.

40
Workshop

2-hour drop-in session every other week. Attendance is non-compulsory.

20
Private study

Review and reflect upon the course material and practice the applications of techniques in Excel

140

Transferable skills

  • Literacy - Proficiency in reading and writing through a variety of media
  • Numeracy - Proficiency in using numbers at appropriate levels of accuracy
  • Computer Literacy - Proficiency in using a varied range of computer software
  • Self-Management - Able to work unsupervised in an efficient, punctual and structured manner. To examine the outcomes of tasks and events, and judge levels of quality and importance
  • Critical analysis & Problem Solving - Able to deconstruct and analyse problems or complex situations. To find solutions to problems through analyses and exploration of all possibilities using appropriate methods, rescources and creativity.
  • Presentation - Able to clearly present information and explanations to an audience. Through the written or oral mode of communication accurately and concisely.
  • Teamwork - Able to constructively cooperate with others on a common task, and/or be part of a day-to-day working team
  • Self-awareness & Reflectivity - Having an awareness of your own strengths, weaknesses, aims and objectives. Able to regularly review, evaluate and reflect upon the performance of yourself and others

Subject specific skills

  • Analysis, deduction and induction. Economic reasoning is highly deductive, and logical analysis is applied to assumption-based models. However, inductive reasoning is also important. The development of such analytical skills enhances students' problem-solving and decision-making ability.
  • Quantification and design. Data, and their effective organisation, presentation and analysis, are important in economics. The typical student will have some familiarity with the principal sources of economic information and data relevant to industry, commerce, society and government, and have had practice in organising it and presenting it informatively. This skill is important at all stages in the decision-making process.
  • Problem solving and critical analysis: analysing facts and circumstances to determine the cause of a problem and identifying and selecting appropriate solutions.
  • Numeracy: the use of quantitative skills to manipulate data, evaluate, estimate and model business problems, functions and phenomena.
  • Conceptual and critical thinking, analysis, synthesis and evaluation.
  • Self-management: a readiness to accept responsibility and flexibility, to be resilient, self-starting and appropriately assertive, to plan, organise and manage time.

Resources

Resource implications for students

Davis & Pecar Business Statistics using Excel Lee & Peters Business statistics using Excel & SPSS

Talis Reading list

http://readinglists.bangor.ac.uk/modules/asb-2111.html

Reading list

Davis & Pecar Business Statistics using Excel Lee & Peters Business statistics using Excel & SPSS

Pre- and Co-requisite Modules

Pre-requisite of:

  • ASB-3317: Econometrics

Courses including this module

Compulsory in courses:

  • NR33: BA Banking/Italian year 2 (BA/BIT)
  • NR34: BA Banking/Spanish year 2 (BA/BSP)
  • L1T1: BA Economics and Chinese year 2 (BA/ECCH)
  • LR13: BA Economics/Italian year 2 (BA/ECIT)
  • LL13: BA Sociology/Economics year 2 (BA/ECS)
  • LL2B: BA Sociology & Economics (4 yr with Incorporated Foundation) year 2 (BA/ECS1)
  • LR14: BA Economics/Spanish year 2 (BA/ECSP)
  • NR31: BA French/Banking year 2 (BA/FRB)
  • LR11: BA French/Economics year 2 (BA/FREC)
  • NR32: BA German/Banking year 2 (BA/GB)
  • LR12: BA German/Economics year 2 (BA/GEC)
  • LV11: BA History/Economics year 2 (BA/HEC)
  • N5R3: BA Marketing with Italian year 2 (BA/MKITAL)
  • N5R1: BA Marketing with French year 2 (BA/MKTFR)
  • NR51: BA Marketing and French (4 year) year 2 (BA/MKTFR#)
  • N5R6: Marketing with French with International Experience year 2 (BA/MKTFRIE)
  • N5R2: BA Marketing with German year 2 (BA/MKTGER)
  • NR52: BA Marketing and German (4 year) year 2 (BA/MKTGER4)
  • NR53: BA Marketing and Italian (4 year) year 2 (BA/MKTITAL)
  • NR54: BA Marketing and Spanish (4 year) year 2 (BA/MKTSP)
  • N5R4: BA Marketing with Spanish year 2 (BA/MKTSP#)
  • L202: BA Politics and Economics year 2 (BA/POLEC)
  • LL14: BA Social Policy/Economics year 2 (BA/SPEC)
  • LL1B: BA Social Policy & Economics (4yr with Incorp Foundation) year 2 (BA/SPEC1)
  • LL15: BA Social Policy and Economics with International Experience year 2 (BA/SPECIE)
  • NN44: BSc Accounting and Banking with International Experience year 2 (BSC/ABIE)
  • NN43: BSc Accounting and Banking year 2 (BSC/ACCB)
  • NN46: BSc Accounting and Banking (4 year with Incorp Found) year 2 (BSC/ACCB1)
  • NN3F: BSc Accounting and Banking year 2 (BSC/ACCBF)
  • NN3P: BSc Acc & Banking with Place Yr year 2 (BSC/ACCBP)
  • NL41: BSc Accounting and Economics year 2 (BSC/ACCEC)
  • NL4B: BSc Accounting and Economics (4 year with Incorp Foundation) year 2 (BSC/ACCEC1)
  • NL4F: BSc Accounting and Economics year 2 (BSC/ACCECF)
  • NL4P: BSc Accounting and Economics with Placement Year year 2 (BSC/ACCECP)
  • NN4J: BSc Accounting and Finance (4 year with Incorp Found) year 2 (BSC/ACCF1)
  • NN4H: BSc Accounting and Finance year 2 (BSC/ACCFIN)
  • NN4F: BSc Accounting and Finance year 2 (BSC/ACCFINF)
  • N402: BSc Accounting & Finance (with International Experience) year 2 (BSC/ACCFINIE)
  • NN4P: BSc Accounting and Finance with Placement Year year 2 (BSC/ACCFINP)
  • NL42: BSc Accounting and Economics with International Experience year 2 (BSC/AEIE)
  • N109: BSc Bus Analytics w Financial Tech year 2 (BSC/BAFT)
  • L190: BSc Business Economics year 2 (BSC/BEC)
  • L19B: BSc Business Economics (4 year with Incorporated Foundation) year 2 (BSC/BEC1)
  • L19F: BSc Business and Economics year 2 (BSC/BECF)
  • L191: BSc Business Economics with International Experience year 2 (BSC/BECIE)
  • L19P: BSc Business Economics with Placement Year year 2 (BSC/BECP)
  • 8V55: BSc Banking and Finance (with International Experience) year 2 (BSC/BFIE)
  • N391: BSc Banking and Finance year 2 (BSC/BFIN)
  • N39B: BSc Banking and Finance (4 year w Incorporated Foundation) year 2 (BSC/BFIN1)
  • N39F: Banking and Finance year 2 (BSC/BFINF)
  • N39P: BSc Banking and Finance with Placement Year year 2 (BSC/BFINP)
  • N406: BSc Accounting and Finance (Bangor International College) year 2 (BSC/BICAF)
  • L192: BSc Business Economics (Bangor International College) year 2 (BSC/BICBE)
  • N324: BSc Banking and Finance (Bangor International College) year 2 (BSC/BICBF)
  • N201: BSc Business Management (Bangor Uni International College) year 2 (BSC/BICBM)
  • N203: BSc Business Man with Acc (Bangor Uni International College) year 2 (BSC/BICBMA)
  • N202: BSc Business Man & Finance (Bangor Uni International Coll) year 2 (BSC/BICBMF)
  • N105: BSc Business Studies (Bangor International College) year 2 (BSC/BICBS)
  • N106: BSc Business Stud & Finance (Bangor International College) year 2 (BSC/BICBSF)
  • L193: BSc Financial Economics (Bangor International College) year 2 (BSC/BICFE)
  • NN24: BSc Management with Account (Bangor International College) year 2 (BSC/BICMNA)
  • N503: BSc Marketing (Bangor International College) year 2 (BSC/BICMRK)
  • N312: BSc Banking with Financial Tech year 2 (BSC/BKFT)
  • N200: BSc Business Management year 2 (BSC/BM)
  • N20B: BSc Business Management (4 year with Incorp Foundation) year 2 (BSC/BM1)
  • N2ND: BSc Business Management with Accounting year 2 (BSC/BMA)
  • N2NF: BSc Business Man with Account (4 yr with Incorp Foundation) year 2 (BSC/BMA1)
  • N3NF: BSc Business Management with Accounting year 2 (BSC/BMAF)
  • N2NP: BSc Business Management with Accounting with Placement Year year 2 (BSC/BMAP)
  • NN23: BSc Business Management and Finance year 2 (BSC/BMF)
  • NN2B: BSc Business Man & Finance (4 year with Incorp Foundation) year 2 (BSC/BMF1)
  • N20F: BSc Business Management year 2 (BSC/BMFF)
  • NN2F: BSc Business Management and Finance year 2 (BSC/BMFINF)
  • NN2P: Business Management and Finance with Placement Year year 2 (BSC/BMFP)
  • N2N5: BSc Business Management and Marketing year 2 (BSC/BMM)
  • N2NC: BSc Business Man & Marketing (4 yr with Incorp Foundation) year 2 (BSC/BMM1)
  • N5NF: BSc Business Management and Marketing year 2 (BSC/BMMF)
  • N5NP: BSc Business Management and Marketing with Placement Year year 2 (BSC/BMMP)
  • N20P: BSc Business Management with Placement Year year 2 (BSC/BMPP)
  • N101: BSc Business Studies year 2 (BSC/BS)
  • N10B: BSc Business Studies (4 year with Incorporated Foundation) year 2 (BSC/BS1)
  • NN1H: BSc Business Studies and Finance year 2 (BSC/BSFIN)
  • NN1J: BSc Business Studies and Finance (4 year with Incorp Found) year 2 (BSC/BSFIN1)
  • NNM1: BSc Business Studies & Marketing with Intl Experience year 2 (BSC/BSMIE)
  • NN1M: BSc Business Studies and Marketing year 2 (BSC/BSMKT)
  • NN1K: BSc Business Studies & Marketing (4 year with Incorp Found) year 2 (BSC/BSMKT1)
  • L112: BSc Financial Economics with International Experience year 2 (BSC/FEIE)
  • L111: BSc Financial Economics year 2 (BSC/FINEC)
  • L11B: BSc Financial Economics (4 year w Incorporated Foundation) year 2 (BSC/FINEC1)
  • L11F: BSc Financial Economics year 2 (BSC/FINECF)
  • L11P: BSc Financial Economics with Placement Year year 2 (BSC/FINECP)
  • N501: BSc Marketing year 2 (BSC/MKT)
  • N50B: BSc Marketing (4 year with Incorporated Foundation) year 2 (BSC/MKT1)
  • N50F: BSc Marketing year 2 (BSC/MKTF)
  • N50P: BSc Marketing with Placement Year year 2 (BSC/MKTP)
  • N5C8: BSc Marketing with Psychology year 2 (BSC/MP)
  • C6N5: BSc Sport Science & Marketing year 2 (BSC/SSM)
  • CN5P: Sport Science and Marketing with Placement Year year 2 (BSC/SSMP)

Optional in courses:

  • N2T1: BA Business Management and Chinese year 2 (BA/BMCH)
  • N2R1: BA Business Management and French year 2 (BA/BMFR)
  • N2R2: BA Business Management and German year 2 (BA/BMG)
  • N2R3: BA Business Management and Italian year 2 (BA/BMI)
  • N2M1: BA Business Management and Law year 2 (BA/BML)
  • N2MB: BA Business Man & Law (4 year with Incorp Foundation) year 2 (BA/BML1)
  • N2R4: BA Business Management and Spanish year 2 (BA/BMS)
  • N1R1: BA Bus Stud with French year 2 (BA/BSFR)
  • N1R2: BA Business Studies with German year 2 (BA/BSGER)
  • N1R3: BA Business Studies with Italian year 2 (BA/BSIT)
  • N1R4: BA Business Studies with Spanish year 2 (BA/BSSP)
  • N107: BA Business year 2 (BA/BUS)
  • N1T1: BA Business Studies and Chinese year 2 (BA/BUSCH)
  • NR1C: BA Business Studies/French year 2 (BA/BUSSF)
  • NR1F: BA Business Studies and German year 2 (BA/BUSSG)
  • NR1H: BA Business Studies and Italian year 2 (BA/BUSSI)
  • N102: BA Business Studies (with International Experience) year 2 (BA/BUSSIE)
  • NR1K: BA Business Studies and Spanish year 2 (BA/BUSSS)
  • NBR1: BSc Business Management with French year 2 (BSC/BMFR)
  • NBR2: BSc Business Management with German year 2 (BSC/BMG)
  • NBR3: BSc Business Management with Italian year 2 (BSC/BMI)
  • NBR4: BSc Business Management with Spanish year 2 (BSC/BMS)
  • IN00: BSc Computer Information Systems for Business year 2 (BSC/CISB)
  • IN0B: BSc Computer Information Sys for Bus (4 year w Incorp Found) year 2 (BSC/CISB1)
  • IN02: BSc Computer Information Systems for Business (Franchised) year 2 (BSC/CISBF)
  • C6N1: BSc Sport Science & Business Management year 2 (BSC/SSB)

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