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STA 4109-01 STATISTICAL DATA ANALYSIS

创建日期：2024-04-11 16:51:45

所属分类：统计学statistics

标签： STA 4109-01

STATISTICAL DATA ANALYSIS

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STA 4109-01 STATISTICAL DATA ANALYSIS

All work on this project must be your own;
You are not allowed to discuss the project with anyone;
You are not allowed to share computer output with anyone;
Late project will NOT be collected.
The project is designed to submit to your supervisor who has no statistical knowledge except
average and percentage. Your typed draft (NOT hand-writing) should consist of two parts,
“Summary” and “Supporting Evidence” (Appendix).
The summary will consist of: a statement of your conclusions, with relevant summary
statistics and probability statements. The summary should be up to 2 pages of notes
with more than single line space;
Your supporting evidence will consist of: ATMOST 5 graphical or numerical displays
that are designed to convince someone familiar with statistical analysis that your
analysis is sound, and that your conclusions are justified. For example, just giving
a graph is NOT enough: you must explain what the graph shows and why it is
interesting;
Unlabeled or unreferenced computer output will count against you. Two-page limits
will be strictly enforced.
The BicMac data includes economic data on 45 world cities from the period
1900–1991.
The Big Mac hamburger is a simple commodity that is virtually identical
throughout the world.
One might expect that the price of a Big Mac should therefore be the same
everywhere, but of course it is not the same.
The Economist magazine has published a Big Mac party index, which com-
pares the costs of a Big Mac in various places, as a measure of inefficiency in
currency exchange.
We will use these data to study how the cost of a Big Mac varies with economic
indicators that describe each city.
Table: The Big Mac Data
Y BigMac Minutes of labor required by an average worker to buy a BigMac and French fries
X1 Bread Minutes of labor required to buy one kilogram of bread
X2 BusFare The lowest cost of a ten-kilometer bus, tram, or subway ticket, in U.S. dollars
X3 EngSal The average annual salary of an electrical engineer, in thousands of U.S. dallars
X4 EngTax The average tax rate paid by engineers
X5 Service Annual cost of 19 services, primarily relevant to Europe and North America
X6 TeachSal The average annual salary of a primary school teacher, in thousands of U.S. dallars
X7 TeachTax The average tax rate paid by primary teachers
X8 VacDays Average days of vacation per year
X9 WorkHrs Average hours worked per year
X10 City Name of city
Build your model to explain the response BigMac using Bread, BusFare, . . . ,
and WorkHrs.

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ECON7310 FIT 1006 MANAGEMENT MATH3821 MTHM504 CS975 COMM1100 ELEC2133 MMAI 5500 MIS611 ELEC3114 CS 173 ELEC 3105 ISO 9001 IDSC10 Rural livelihoods and globalisati IDSC10 K17 202 CS823 MAST90007 SPG8024 MAT246 EG-264 CVEN2303 INFS1603 3PR3 MN-2508 4CCE1MCP SPG8030 CMT224 Inflation consumption Applying MAT137 CSE 111 DPBS1110 FINS5530 ELEC4613 GSBS6200 COMP4336 Math W54 DIFFERENTIAL 7PAVMALM ACC 1110 ME 3210 MATH2801 MGMT20001 ECON 6202 PSTAT 120B COMP9024 ENG5027 comp3219 ELE00107M ECON20003 ECON2103 FINA2209 MAST20018 LUBS5308M01 MATH2023 Computation COMP1600 CHEM 3X23 BBMM506 FNCE20003 BMET2922 BISM7216 financial ECMT5001 ACST3059 MAST30012 COMP3511 ECOS 2201 MKTG7512 ECON2540 MTH1010 MAT1841 COMP4600 ECON7740 PAPER C331 CAP 6617 ECON2420 ACCT7107 HLTH 7001 ECOS3002 CVEN30010 MAST30021 MATH1014 BIOL1007 ECOS 3010 SWEN90016 BISM7202 ACCT90012 INFO3315 DSCI 553 INFO90002 COMP3419 CITS 3001 EE5731 FINA3326 NFS 284 COMM2501 FIT2104 PHYS3035 RSM260 MAN3080 CHEM30028 MATH2088 ELEC0144 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