Modiwl ADB-2111:
Dulliau Ystadegol
Ffeithiau’r Modiwl
Rhedir gan Bangor Business School
20 Credyd neu 10 Credyd ECTS
Semester 2
Trefnydd: Dr Gwion Williams
Amcanion cyffredinol
NODAU: Bydd y modiwl yn cyflwyno'r myfyrwyr i syniadau am debygolrwydd a chasgliadau ystadegol, ac yn dangos sut mae cymhwyso'r syniadau hynny. Y nod cyffredinol yw rhoi sylfaen dda i'r myfyrwyr mewn dulliau a thechnegau ystadegol. Mae ffocws cryf ar roi'r technegau hyn ar waith yn Microsoft Excel.
Cynnwys cwrs
Profion rhagdybiaeth; gwallau Math I a Math II; Lefel arwyddocâd; Cydberthyniad ac achosiaeth; Model atchweliad llinol; Amcangyfrif swm lleiaf sgwariau cyffredin; Profi arwyddocâd atchweliad; Dulliau samplo; Profion cadernid; Cyfres amser a data panel.
Meini Prawf
trothwy
Trothwy: D- to D+ (40-49%): Dim o bwys wedi ei hepgor neu'n anghywir o ran defnyddio gwybodaeth/sgiliau. Rhywfaint o ddealltwriaeth o elfennau damcaniaethol/cysyniadol/ymarferol. Cyfuno theori/ymarfer/gwybodaeth i'w weld yn ysbeidiol wrth gyflawni amcanion y gwaith a asesir.
da
Da: B- i B+(60-69%): Perfformiad da iawn. Defnyddir y rhan fwyaf o'r wybodaeth berthnasol yn gywir. Dealltwriaeth dda o elfennau damcaniaethol/cysyniadol/ymarferol. Integreiddio da o theori/ymarfer/gwybodaeth wrth geisio cyflawni amcanion y gwaith a asesir. Tystiolaeth o ddefnyddio sgiliau creadigol ac adfyfyriol.
ardderchog
Rhagorol: A- i A+ (70%+): Perfformiad rhagorol. Defnyddio'r wybodaeth berthnasol yn gywir. Dealltwriaeth ragorol o elfennau damcaniaethol/cysyniadol/ymarferol. Integreiddio da o theori/ymarfer/gwybodaeth wrth geisio cyflawni amcanion y gwaith a asesir. Tystiolaeth gref o ddefnyddio sgiliau creadigol ac adfyfyriol.
C- i C+
Lefel Arall: C- i C+ (50-59%): Llawer o’r wybodaeth a’r sgiliau perthnasol wedi’u defnyddio'n gywir at ei gilydd. Dealltwriaeth ddigonol o elfennau damcaniaethol/cysyniadol/ymarferol. Integreiddio gweddol o theori/ymarfer/gwybodaeth wrth geisio cyflawni amcanion y gwaith a asesir. Peth tystiolaeth o ddefnyddio sgiliau creadigol ac adfyfyriol.
Canlyniad dysgu
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Deall cysyniad samplu a chasgliadau ystadegol.
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Dadansoddi data, a dehongli'r canlyniadau.
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Gwneud ymchwil drwy ddefnyddio ystadegau cryno, graffiau, technegau a dadansoddi data archwiliadol, cydberthyniad ac atchweliad.
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Llunio a phrofi rhagdybiaethau.
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Dangos dealltwriaeth o gysyniadau ystadegol.
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Adnabod a datrys problemau lle ceir newidynnau.
Dulliau asesu
Math | Enw | Disgrifiad | Pwysau |
---|---|---|---|
Adroddiad Dadansoddi Data Grŵp | 20 | ||
Arholiad Diwedd Semester 2 | 80 |
Strategaeth addysgu a dysgu
Oriau | ||
---|---|---|
Lecture | Bydd cyfres o ddarlithoedd dwy awr, a fydd yn cynnwys arddangosiadau ymarferol ac enghreifftiau gweithgar i roi cynnig arnynt yn y dosbarth. |
40 |
Workshop | Gweithdy: sesiwn galw heibio 2 awr o hyd bob yn ail wythnos. Nid yw bod yn bresennol yn orfodol. |
20 |
Private study | Adolygu a myfyrio ar ddeunydd y cwrs ac ymarfer cymhwyso technegau yn Excel |
140 |
Sgiliau Trosglwyddadwy
- Llythrennedd - Medrusrwydd mewn darllen ac ysgrifennu drwy amrywiaeth o gyfryngau
- Rhifedd - Medrusrwydd wrth ddefnyddio rhifau ar lefelau priodol o gywirdeb
- Defnyddio cyfrifiaduron - Medrusrwydd wrth ddefnyddio ystod o feddalwedd cyfrifiadurol
- Hunanreolaeth - Gallu gweithio mewn ffordd effeithlon, prydlon a threfnus. Gallu edrych ar ganlyniadau tasgau a digwyddiadau, a barnu lefelau o ansawdd a phwysigrwydd
- Dadansoddi Beirniadol & Datrys Problem - Gallu dadelfennu a dadansoddi problemau neu sefyllfaoedd cymhleth. Gallu canfod atebion i broblemau drwy ddadansoddiadau ac archwilio posibiliadau
- Cyflwyniad - Gallu cyflwyno gwybodaeth ac esboniadau yn glir i gynulleidfa. Trwy gyfryngau ysgrifenedig neu ar lafar yn glir a hyderus.
- Hunanymwybyddiaeth & Ystyried - Bod yn ymwybodol o'ch cryfderau, gwendidau, nodau ac amcanion eich hun. Gallu adolygu ,cloriannu a myfyrio'n rheolaidd ar eich perfformiad eich hun ac eraill.
Sgiliau pwnc penodol
- 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.
- 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.
Cyrsiau sy’n cynnwys y modiwl hwn
Gorfodol mewn cyrsiau:
- N401: BA Accounting & Finance (with International Experience) year 2 (BA/AFIE)
- NR33: BA Banking/Italian year 2 (BA/BIT)
- 8N60: BA Business Studies and Marketing (with International Exp) year 2 (BA/BSMIE)
- 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#)
- 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)
- 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)
- 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)
- 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)
- 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)
- 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)
- 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)
- 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)
- NN2F: BSc Business Management and Finance year (BSC/BMFINF)
- NN2P: Business Management and Finance with Placement Year year (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)
- 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)
- 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)
- 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)
- N5C8: BSc Marketing with Psychology year 2 (BSC/MP)
- N2NK: BSc Management with Accounting year 2 (BSC/MWACC)
- N2NL: BSc Management with Accounting (4 year with Incorp Found) year 2 (BSC/MWACC1)
- C6N5: BSc Sport Science & Marketing year 2 (BSC/SSM)
- CN5P: Sport Science and Marketing with Placement Year year 2 (BSC/SSMP)
Opsiynol mewn cyrsiau:
- 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)
- 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)
- N100: BA Business Studies year 2 (BA/BUSS)
- 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)
- 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)
- C6N1: BSc Sport Science & Business Management year 2 (BSC/SSB)