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R statistical limited time test
创建日期：2024-06-28 15:31:29
所属分类：统计学statistics
标签： statistical
R statistical limited time test

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Writing instructions

For each exercise, you will specify:

_ the random variable(s) introduced ;

_ whenever necessary, the test performed by explaining H0 and H1 ;

_ the assumptions needed to perform the test ;

_ the conclusion of the test, mentioning the corresponding risk.

Exercise 1: First contentful paint [6 points]

According to the specifications imposed on the website designer, the first text or image must be displayed in 510ms.

The results (in ms) of 25 queries are as follows:

505,4 512,6 502,3 519,6 505,4 499,2 513,7 509,7 508,3 504,5 515,2 513,5 517,1501,4 503,5 516,9 499,6 503,7 506,9 513,4 509,2 507,0 521,2 505,8 506,3Propose a test procedure to check if the site meets the specifications and implement it.

(Several possibilities are possible).

Exercise 2: Weights and heights of children [10 points].

The file Enfants.txt

contains 151 records from medical examinations of children in their first

year of kindergarten in a French town in 1996. It contains, for each child:

_ its sex, coded in the variable SEX by F for girl and G for boy ;

_ its weight (actually mass) inkg, in the variable weight;

_ its height in cm, in the variable height;

_ its age in years and months, in the variables year and month;

The fact that her school is located in a priority education zone, coded in the zep variable by Y for yes and N for no.

1. Import the file Children.txt

2. (a) Define a vector x1 containing the weights of children whose school is in a priority education zone and a vector y1 containing the weights of children whose school is not in a priority education zone.

(b) Can we consider, at the 95% level of confidence, that the weights of children at schools in priority zones are identical to those of children at schools outside priority zones? We will implement a test procedure, remembering to carry out all the intermediate tests!

3. After a bit of thought, we say to ourselves that comparing weights is perhaps not the smartest thing. Remember that the body mass index BMI is calculated using the formula Without going into detail about your reasoning – but specifying what is changed – repeat the previous question to compare body mass indexes.

Exercise 3: Annoy the computer scientist! [4 points] An IT department feels that it is too often disturbed by trivial matters. It has recorded, during 4 quarters, the number of useless requests:

Quarter 1: 675; Quarter 2: 720; Quarter 3: 610; Quarter 4: 700.

Can we conclude, at the 95% confidence level, that there are as many applications each quarter?

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关键词一 关键词二 关键词三 关键词四 关键词五 和法规和的发更好的风格和 ECON 615 FINC 612 CSC148 COMP 639 ACCT 203 ACCT 211 PSYC 101 MTH2009 COMP52315 PSYCO 432 statistics MATH4063 11 xxx 1 MA1MSP MAST30028 MATH3888 CS341 EEE30002 ES2F5 MCD4160 CC0933 ECON 1101 MCHM3001 CHEM3118 COMMGMT 2511 COMP41280 STAT 631 24T1 IRE379 SENG365 ECON433 FIT3139 MATH4602 LING5621M FINS5516 ECON3208 MN2177 L2 SM EEET1415 Finance DS4023 COMP3004 7CCSMRTS K1S5B6 Stat230 CSCI4211 CSI2132 ECON30130 MAS6100 ENVS222 COM2107 INFO1112 STAT 4004 FIT2100 comp2022 COMP4691 Physics 307 Econ 659 probability CSCI316 fir29 CSCI203 COMP3160 COMP6714 INFO1113 Physics 7B Physics Photonics S203031 STAT2005 COMP90015 CSCI 2110 CSCC46 Information CSC477 COMP4650 Statistical COMP 346 COMP1017 ELEC340 MATH1007 Programming function STAT 244 CS 134 Java cse13s Math 108A FW20 ECON3389 CSE 130 Science 331 COMP9020 engineering COSC 445 CSE 5523 GAME2012 visualization MATH 235 Math 370 CSC343 COGS 108 EE524 COMP10200 STAT 416 3FK4 MSCI 311 ECON6113 ACC40700 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MATH20602 COMP532 MAS275 COMP5318 COMP4002 FIT5086 MAST20004 FIT3152 FIT5129 CIS2380 CS521 COMP 1005 EECMS CITS5501 ECE 462 ECON 6002 ENG 4051 CSC 648 CMT654 MECHENG 713 PHYS1002 AMME 2000 FP0060 DDES3200 MECHENG 743 BINF90002 FIT2081 ISYS90081 ELECTENG 722 BUS 360 ECOS3010 BUS2810 ETF2100 ENG2048 STAT5002 COMP2017 CEME 2003 MATS3004 COMP9319 PHYS1001 COMP5349 AMME2261 COMP-381 FIT3173 COSC2757 ENG4025 QBUS2820 COMP9414 MATH2021 EOSC118 MFIN6690 PMATH 321 CSE-141L MATH575A COMPSCI5002 COMP1511 management comp2123 FINS3616 COMP 3331 COMS30034 DTSC 71 AcF 702 AcF702 DTSC71 MAT021 ELE8083 ACFI213 EG-127J 127J FIT5163 FIT2001 ELE00113M CMT310 CS 245 ENGL 1101 MTH6115 EE497 CS 325 Math 124A MTH5130 MBA502 MGT 5380 ARCH 1261 F033800 20LLP109 ELE4009 FINANCIAL COMP3331 Computer ECE4179 20T3 COMP9311 COMP9311 UNSW MFIN6210 ACCT 5930 EE590 ENG2029 ECO100 SIT315 ACCT3610 COMP3600 STK2100 FIT2004 COMP30020 ACTL1101 Stat 101B BANA 200 COSC2473 ENGG1400 AI COMP90043 MMF 1914H PHYS 127 CS584 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