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ST117 Introduction to Statistical Modelling
创建日期：2024-05-25 14:47:48
所属分类：统计学statistics
标签： ST117
Introduction to Statistical Modelling

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ST117 Introduction to Statistical Modelling 

Please read guidance on expected answer format on Moodle in Log-4 week
1. Create the cohort
(a) Simulate 288 synthetic students with realistic-sounding names (e.g. use the randomNames R
package) and assign them to lab groups of 18 students each. Within each lab group, randomly
assign them to Homework Pods of 3 denoted by A, B,. . . , F. Sampling from the whole cohort,
independently of lab groups, randomly assign the students into Report Pods of 4 students each.
(b) Calculate the observed relative frequencies pk of Report Pods containing exactly k ∈ {0, 1, 2, 3, 4}
students who were in a Homework Pods labelled A (across any of the labs). Define qk in a similar
way to pk, but with the additional constraint that there are not any two students from the same
lab group in those Report Pods. Plot tables of both relative frequency distributions.
(c) For each k ∈ {0, 1, 2, 3, 4} run 100 realisations of (a) to obtain 100 samples pk(i) (i = 1, 2 . . . , 100)
and qk(i) (i = 1, 2, . . . , 100) of the frequency distributions pk and qk (k = 0, 1, 2, 3, 4), respectively.
Generate a series of 5 boxplots of pk (k = 0, 1, 2, 3, 4), each of them visualising the distribution
of relative frequencies based on the 100 simulations pk(i) (i = 1, 2 . . . , 100). For each of the five
simulated distributions calculate means and SDs and display them all in a table. Describe the
shape of the distributions. Carry out the same for qk (k = 0, 1, 2, 3, 4).
2. Pod combinatorics (theoretical)
You only receive credit if you prove your statements step by step, involving explanations as concise
as possible while including all necessary rationales.
(a) What is the probability mass function for the number of students in a randomly selected Report
Pod that had a Homework Pod denoted with the letter A?

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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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