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UPenn - OPIM - 101
!"#$%&'&%()*+,-.,/%0%123*,+%4'&4%#,)/356/*7,)8% 159-*/%:753%;,)<.3)%=*;%>;,=;)8%https:/wharton.instructure.com/courses/223856% ?75%-5)/%)59-*/%:753%;)*+,-.,/%9:%!"#$%&'()%*+,-%.'(/01,+%,.(23'(2$42@% A;/.%;)*+,-.,/)%3.6.*=.%B.37%63.C*/@% ?75%-5)/%)5
UPenn - OPIM - 101
OPIM1012011SpringExtraStudyProblemswithSolutionsQ1Q3Mr.Ksisaverypopularhairsalon.Itoffershighqualityhairstylingandphysicalrelaxationservicesatareasonableprice,soitalwayshasunlimiteddemand.Theserviceprocessincludesfiveactivitiesthatareconductedintheseq
UPenn - OPIM - 101
An Introduction to Process AnalysisLecture 1January 17, 2012OPIM 101, Spring 12, Profs Cachon/Savin, Lecture #1Slide 1Examples of processeswoodmetalstudentsFactoryguitarsUniversityalumnibulk itemsmortgageapplicationsDistributioncenterCal
UPenn - OPIM - 101
Process Analysis with Different Types of Flow UnitsLecture 2January 24, 2012OPIM 101, Spring 12, Profs Cachon/Savin, Lecture #2Slide 1Process analysis with different types of flow unitsConsultingContactfacultyContact prioremployersDecisionlett
UPenn - OPIM - 101
Process Interruptions Setup TimesLecture 3January 31, 2012OPIM 101, Spring 11, Profs Cachon/Savin, Lecture #3Slide 1Milling machine at NovacruzA milling machine is needed tomake one steer support and tworibs per Xootr.Setuptime (min)Steersuppo
UPenn - OPIM - 101
Process Interruptions:Setup Costs, Buffer or Suffer, Quality, VariabilityLecture 4February 7, 2012OPIM 101, Spring 12, Profs Cachon/Savin, Lecture #4Slide 1Setup CostsEOQ FormulaQuantity DiscountsConverting Setup Times to Setup CostsOPIM 101, Sp
UPenn - OPIM - 101
QueuingLecture 5February 14, 2012OPIM 101, Spring 12, Profs Cachon/Savin, Lecture #5Slide 1What generates queues?An arrival rate that predictablyexceeds the service rate (i.e.,capacity) of a process. e.g., toll booth congestionon the NJ Turnpike
UPenn - OPIM - 101
Structured Decision MakingLecture 6February 21, 2012OPIM 101, Spring 12, Profs Cachon/Savin, Lecture #6Slide 1Complex decisionsResearch and invest in a compoundto treat malaria?Develop a track of land in the Gulf ofMexico to produce oil and natur
UPenn - OPIM - 101
OPIM 101 - Spring 2012Recitation 1 Exercise - SOLUTIONSSection # (201,202,214): _Instructor (circle): BalasFishmanHorowitzSaundersShahZhangPennCard Last Name:PennCard First Name:PennId:Place your answers in the boxes provided.Q1 A Rhode Islan
UPenn - OPIM - 101
OPIM 101 - Spring 2012Recitation 2 Exercise - SolutionsSection#(201,202,214):_Instructor(circle):BalasFishmanHorowitzSaundersShahZhangPennCardLastName: PennCardFirstName: PennID:Placeyouranswersintheboxesprovided.EspressIMSome enterprising stude
UPenn - OPIM - 101
OPIM 101 - Spring 2012Recitation 3 Exercise - Solutions!"#$%&'()(*+,-.+,+./.+-012(3333333333333((4'5$67#$&6(*#%6#8"12(9:8:5(;%5<=:'(>&6&?%$@(!:7'A"65(!<:<(B<:'C((D"'E:6A(F:5$(G:="2( (((((((((D"'E:6A(;%65$(G:="2( (((((((D"'4H2((((
UPenn - OPIM - 101
OPIM 101 - Spring 2012Recitation 4 Exercise - SolutionsSection # (201,202,214): _Instructor (circle): BalasFishmanHorowitzSaundersShahZhangPennCard Last Name:PennCard First Name:PennID:Place your answers in the boxes provided.Joes Beer, Bait,
UPenn - OPIM - 101
OPIM 101 - Spring 2012Recitation 5 Exercise - Solutions!"#$%&'()(*+,-.+,+./.+-012(3333333333333((4'5$67#$&6(*#%6#8"12(9:8:5(;%5<=:'(>&6&?%$@(!:7'A"65(!<:<(B<:'C((D"'E:6A(F:5$(G:="2( ((((((((D"'E:6A(;%65$(G:="2( ((((((((D"'4H2((((
UPenn - OPIM - 101
OPIM 101 - Spring 2012Recitation 6 Exercise Solutions!"#$%&'()(*+,-.+,+./.+-012(3333333333333((4'5$67#$&6(*#%6#8"12(9:8:5(;%5<=:'(>&6&?%$@(!:7'A"65(!<:<(B<:'C((D"'E:6A(F:5$(G:="2( ((((((((D"'E:6A(;%65$(G:="2( ((((((((D"'4H2(((((
UPenn - STAT - 101
FINAL EXAMSTAT 101, Instructors: A. Wyner, A. RakhlinDecember 15, 2009Student Name:Section:Instructions Use the space provided to answer questions. You can use the back of these pagesas scratch paper. You must show work and give explanations (exce
UPenn - STAT - 101
FINAL EXAMSTAT 101, Instructors: A. Wyner, A. RakhlinDecember 15, 2009Student Name:Section:Instructions Use the space provided to answer questions. You can use the back of these pagesas scratch paper. You must show work and give explanations (exce
UPenn - STAT - 101
Solutions for Statistics 101 MidtermProfessors Abraham Wyner & Alexander RakhlinSolutions prepared by Adam Kapelner and Emil Pitkin100 points total1[3 pts] The average crowd size in the 50 games ise2[3 pts] The distribution of Crowd Size isa3[3
UPenn - STAT - 101
Statistics101,Instructors:A.Wyner,A.RakhlinOctober29,2009StudentName:Section:MidtermExamInstructions1. Fillinyouranswersinthebluebook.2. Youmustshowworkandgiveexplanations.3. Rulesofuniformity:Onesidedlettercribsheet,calculatorok(evenwithstatistic
UPenn - STAT - 101
FINAL EXAMSTAT 101, Instructors: A. RakhlinDecember 21, 2010Student Name:Section:Instructions Use the space provided to answer questions. You can use the back of these pagesas scratch paper. You must show work and give explanations (except for the
UPenn - STAT - 101
FINAL EXAMSTAT 101, Instructors: A. RakhlinDecember 21, 2010Student Name:Section:Instructions Use the space provided to answer questions. You can use the back of these pagesas scratch paper. You must show work and give explanations (except for the
UPenn - STAT - 101
STAT 101 Midterm solutionsHyunseung and YangNovember 2, 2010Answer: 1-5: CABBA 6-10: BCADB 11-12: CC1. (3 points) The median of a sample with data values of 10, 20, 12, 17, 16 is(a) 12(b) 15(c) 16(d) 17C.You need to order the sequence rst.2. (3
UPenn - STAT - 101
MIDTERM EXAMSTAT 101, Instructor: A. RakhlinOctober 28, 2010Student Name:Section:Instructions Use the space provided to answer questions. You can use the back of these pagesas scratch paper. You must show work and give explanations (except for the
UPenn - STAT - 101
12 The Normal Model4/8/2008Normal Table, [Inside front cover]z00.10.20.30.40.50.60.70.80.911.11.21.31.41.51.61.71.81.922.12.22.32.42.52.62.72.82.933.13.23.33.43.53.63.73.83.944.551020P(Z -z)0.50.46020.42
UPenn - STAT - 101
yesnoX z/2 s/ nknown?normal ornot too differentfrom normalthe populationdistribution issmall (n30)is exact if the population distributionNote:is normal, even if n < 30.X t/2,n1 s/ n z/2 /nXislarge (n>30)nosmallp z/2p(1 p)/ nlarge:np
UPenn - STAT - 101
_Student Name:Section number:Statistics 101, Homework 1Due Monday, September 19, 2011, 4:30pmInstructions:This assignment is to be completed individually. You may discuss this homework with the otherstudents in this course (any section), but not wi
UPenn - STAT - 101
_Student Name:Section number:Statistics 101, Homework 2Due Monday, September 26, 2011, 4:30pmInstructions:This assignment is to be completed individually. You may discuss this homework with the otherstudents in this course (any section), but not wi
UPenn - STAT - 101
Julie Novak, Tung Phan, and Wei HanProfessor RakhlinSTAT 101 HW3 SolutionsSeptember 29th, 20111. Question 1Question. #26: A tness center weighed 53 male athletes and then measured theamount that they were able to lift. The correlation was found to b
UPenn - STAT - 101
_Student Name:Section number:Statistics 101, Homework 3Due Monday, October 3, 2011, 4:30pmInstructions:This assignment is to be completed individually. You may discuss this homework with the otherstudents in this course (any section), but not with
UPenn - STAT - 101
_Student Name:Section number:Statistics 101, Homework 4Due Thursday, October 13, 2011, 4:30pmInstructions:This assignment is to be completed individually. You may discuss this homework with the otherstudents in this course (any section), but not wi
UPenn - STAT - 101
_Student Name:Section number:Statistics 101, Homework 5Due Monday, October 24, 2011, 4:30pmInstructions:This assignment is to be completed individually. You may discuss this homework with the otherstudents in this course (any section), but not with
UPenn - STAT - 101
Julie Novak, Tung Phan, and Wei HanProfessor RakhlinSTAT 101 HW 6 SolutionsOctober 31st, 20111. Chapter 10 Question 30Question. #30: If percentage changes in the value of a stock are iid with mean 0,then how should we predict the change tomorrow if
UPenn - STAT - 101
_Student Name:Section number:Statistics 101, Homework 6Due Monday, November 07, 2011, 4:30pmInstructions:This assignment is to be completed individually. You may discuss this homework with the otherstudents in this course (any section), but not wit
UPenn - STAT - 101
_Student Name:Section number:Statistics 101, Homework 7Due Monday, November 14, 2011, 4:30pmInstructions:This assignment is to be completed individually. You may discuss this homework with the otherstudents in this course (any section), but not wit
UPenn - STAT - 101
_Student Name:Section number:Statistics 101, Homework 8Due Wednesday, November 30, 2011, 4:30pmInstructions:This assignment is to be completed individually. You may discuss this homework with the otherstudents in this course (any section), but not
UPenn - STAT - 101
_Student Name:Section number:Statistics 101, Homework 9Due Friday, December 9, 2011, 4:30pmInstructions:This assignment is to be completed individually. You may discuss this homework with the otherstudents in this course (any section), but not with
UPenn - STAT - 101
A.3C.7625430Y cur vedY po s1-1210-2-1-2-3-3-2-10X123-3-4-3-2-1B.3123123D.87265140Y clumpedY ne g0X-1-23210-1-2-3-3-3-2-10X123-4-5-3-2-10XA.: linear and positiveC.: non-linear
UPenn - STAT - 101
Assignment 4Professor RakhlinSTAT 101 HWSolutionstotal points = 40 pointsQuestion. Chapter 19, # 26 (2 point)1 point for result: Only if r2 = 1.1 point for explanation(The following is one explanatation, others that make sense could alsoget credit
UPenn - STAT - 101
Statistics 101Homework 1 Solution1. For the incomes of households in the United States, I would expect that the mean be larger. If youhave a few outliers (a few extremely rich families), the mean would be greatly aected. The median,however, does not t
UPenn - STAT - 101
Solutions for STAT 101, Homework 2Professor RakhlinSolutions prepared by Julie, Tung, and WeiOctober 6, 2011Chapter 4, Problem 52(a) The mean is 130 second with SD = 13.5 seconds.The usual notions of center and spread are not usefulsummaries of the
UPenn - STAT - 101
Solutions for STAT 101, Homework 5Professor RakhlinSolutions prepared by Julie, Tung, and WeiOctober 23, 2011Problem 1 While a regular coin is unlikely to land on its side, one can glue together several coins and thuscreate a three-sided coin that ha
UPenn - STAT - 101
Solutions for STAT 101, Homework 7Professor RakhlinSolutions prepared by Julie, Tung, and WeiNovember 17, 2011Problem 1 (Chapter 13 problem 12) [2 points] The size of the sample survey shouldbe a xed percentage of the population size in order to prod
UPenn - STAT - 101
Solutions for STAT 101, Homework 8Professor RakhlinSolutions prepared by Julie, Tung, and WeiDecember 3, 2011Total points = 68 pointsQuestion. Chapter 14, #26A bottler carefully weighs bottles coming o its production line to check that the system is
UPenn - STAT - 101
Julie, Tung and WeiProfessor RakhlinSTAT 101 HW9 SolutionsDecember 9, 201164 points in totalQuestion. Chap 15, # 46 (5 points)Show the 95% z-interval or t-interval for the indicated parameter.(a) (1 point) given x = 45, s = 80, n = 3380sx t0.05/
UPenn - STAT - 101
MIDTERM EXAMSTAT 101, Instructor: A. RakhlinOctober 27, 2011Student Name:Section:Instructions Use the space provided to answer questions. You can use the back of these pagesas scratch paper. You must show work and give explanations (except for the
University of Florida - CWR - 4306
CWR 4306 Urban Stormwater Systems DesignFall 2011Final ProjectName(s) _____Problem StatementThe final project has two parts: 1. Design of a stormwater system using PondPack software and2. Completion of an Environmental Resource Permit (ERP) appl
University of Florida - CWR - 4306
CWR 4306 Urban Stormwater Systems DesignFall 2011CWR 4306 Final Project Submission Outline1. Copy of problem statement handout including names of group members2. Permit Application Form (Section A)3. Site Description Including the Following:a. Site
University of Florida - CWR - 4306
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University of Florida - CWR - 4306
CWR 4306 Urban Stormwater System DesignLecture Packet 11 Common problems with stormwater permit applicationsCourse website:http:/www.ce.ufl.edu/~markn/CWR4306/Acknowledgements: Portions of this lecture were adapted from materialprovided by Hank Higg
University of Florida - CWR - 4306
CWR 4306 Urban Stormwater System DesignFinal Project Supplemental InformationCourse website:http:/www.ce.ufl.edu/~markn/CWR4306Final Project Supplemental InformationSJRWMD Permitting ProceduresUSGS Quadrangle maps (LABINS website)Aerial photographs
University of Florida - COT - 4501
Scientic ComputingApproximationsComputer ArithmeticScientic Computing: An Introductory SurveyChapter 1 Scientic ComputingProf. Michael T. HeathDepartment of Computer ScienceUniversity of Illinois at Urbana-ChampaignCopyright c 2002. Reproduction p
University of Florida - COT - 4501
COT4501 Spring 2012Homework IThis assignment has seven problems and they are equally weighted. The assignment isdue in class on Tuesday, January 31, 2012.Problem 1 Provide short answers to the following questions: True or false: Floating-point number
University of Florida - COT - 4501
COT4501 Spring 2012Solution IProblem 1 Provide short answers to the following questions: 1.8 False 1,10 False 1.231. No. Propagated data error is measured by the conditioning of an algorithmand is not directly tied to stability.2. Yes. Accuracy is
University of Florida - COT - 4501
COT4501 Spring 2012Homework IIThis assignment has eight problems and they are equally weighted. The assignmentis due in class on Tuesday, February 14, 2012. There are six regular problems and twocomputer problems (using MATLAB). For the computer probl
University of Florida - COT - 4501
COT4501 Spring 2012Homework II SolutionsThis assignment has eight problems and they are equally weighted. The assignmentis due in class on Tuesday, Tuesday 14, 2012. There are six regular problems and twocomputer problems (using MATLAB). For the compu
University of Florida - COT - 4501
COT4501 Spring 2012Homework IIIThis assignment has six problems and they are equally weighted. The assignment is due inclass on Tuesday, February 21, 2012. There are four regular problems and two computer problems (using MATLAB). For the computer probl
University of Florida - COT - 4501
COT4501 Spring 2012Homework IIIThis assignment has six problems and they are equally weighted. The assignment is due inclass on Tuesday, February 21, 2012. There are four regular problems and two computer problems (using MATLAB). For the computer probl
University of Florida - COT - 4501
COT4501 Spring 2012Homework IVThis assignment has seven problems. The assignment is due in class on Thursday, March1, 2012. There are ve regular problems and two computer problems (using MATLAB). Forwritten problems, you need to show your work and it
University of Florida - COT - 4501
COT4501 Spring 2012Homework IV SolutionsProblem 11. FALSE. for example following matrix has only one real eigenvalue.2 1 1A = 1 1 1 ,11 22. False3. For a given matrix True False4. Which of the following conditions necessarily imply that a n n r
University of Florida - COT - 4501
COT4501 Spring 2012Homework VThis assignment has seven problems. The assignment is due in class on Thursday, March29, 2012. There are seven regular problems and two computer problems (using MATLAB).For written problems, you need to show your work and
University of Florida - COT - 4501
Review Questions for Midterm Exam1. Know the oating-point number systems. All problems in the four homework sets we havehad so far are fair questions to ask on the exam. The exam will cover the three chapterswe have covered so far: oating-point number