# Register now to access 7 million high quality study materials (What's Course Hero?) Course Hero is the premier provider of high quality online educational resources. With millions of study documents, online tutors, digital flashcards and free courseware, Course Hero is helping students learn more efficiently and effectively. Whether you're interested in exploring new subjects or mastering key topics for your next exam, Course Hero has the tools you need to achieve your goals.

5 Pages

### ALLOC

Course: MATH 3526, Spring 2009
School: Kean
Rating:

Word Count: 947

#### Document Preview

Computes *--------------------------------------------------------------; * sample size and allocation for various types of ; * allocation schemes from a stratified random sample ; * Macro printit is a general routine used to format output ; *--------------------------------------------------------------; %macro printit; proc print data = &amp;outalloc noobs split='*'; title1...

Register Now

#### Unformatted Document Excerpt

Coursehero >> New Jersey >> Kean >> MATH 3526

Course Hero has millions of student submitted documents similar to the one
below including study guides, practice problems, reference materials, practice exams, textbook help and tutor support.

Course Hero has millions of student submitted documents similar to the one below including study guides, practice problems, reference materials, practice exams, textbook help and tutor support.
Computes *--------------------------------------------------------------; * sample size and allocation for various types of ; * allocation schemes from a stratified random sample ; * Macro printit is a general routine used to format output ; *--------------------------------------------------------------; %macro printit; proc print data = &outalloc noobs split='*'; title1 " "; title2 " "; title3 "Stratum weights and sample sizes for &ttl_ allocation"; %if &optfixn ne 0 %then %let tl_ = %str(Sample Size Fixed at &nfixed); %else %do; %if &optfixc ne 0 %then %let tl_ = %str(to minimize variance with cost fixed at &maxcost); %else %let tl_ = %str(to obtain an error bound of &bound on population &param); %end; title4 "&tl_"; title5 "Output Data Set = &outalloc"; %if &flag_ =yes %then %do; title6 "WARNING: Some Required sample sizes exceed population size"; %end; %if &vlag_ =yes %then %do; title7 "NOTE: Minimum sample sizes were set to &minsamp"; %end; &labc label &npop= 'Stratum*Sizes'; label wt_ = 'Stratum*Weights'; label tni_ = 'Exact*Allocation'; label ni = 'Nearest*Integer*(ni)'; sum &npop wt_ tni_ ni; var &prvars; %let flag_ =no; %let vlag_ =no; %let labc =; %mend printit; *--------------------------------------------------------------; * Computes sample size and allocation for various types of ; * allocation schemes from a stratified random sample ; *--------------------------------------------------------------; %macro alloc(type=,opt=,nfixed=,overhead=,maxcost=,cost=,bound=, setup=,strata=,npop=,var=,param=,minsamp=,wi=,outalloc=, sample=,phat=); %if %length(&strata) = 0 %then %let strata = %str(strata); %if %length(&cost) = 0 %then %let cost = %str(cost); %if %length(&npop) = 0 %then %let npop = %str(npop); %if %length(&var) = 0 %then %let var = %str(var); %if %length(&outalloc) = 0 %then %let outalloc = %str(outalloc); %if %length(&overhead) = 0 %then %let overhead = %str(0); %if %length(&setup) > 0 %then %let dset = %str(&setup); %else %let dset = %str(&sample); %let labc = %str(); %let flag_ =no; %let vlag_ =no; %let strc = %str( label &cost = 'Sampling*Costs';); %let typopt = %index(%upcase(&type),OPTIMAL); %let typney = %index(%upcase(&type),NEYMAN); %let typpro = %index(%upcase(&type),PROP); %let optfixc = %index(%upcase(&opt),FIXEDC); %let optfixn = %index(%upcase(&opt),FIXEDN); %let optfixw = %index(%upcase(&opt),FIXEDW); %if %index(%upcase(&param),PROP) > 0 %then %let param=proportion; %let stw = %str(); %let invars = %str(term0_ term1_ term2_ termw_); %let outvars = %str(ntotal_ sum1_ sum2_ sumw_); %if %length(&phat) > 0 %then %do; %let var = %str(&phat*(1-&phat)); %end; %if &optfixw ne 0 %then %do; %let stringwt = %str(&wi/sum_); %let stw = %str(/wt_); data tot_; set &dset end = eof; sum_ + &wi; if eof = 1 then output; keep sum_; data &dset; set &dset; if _n_ = 1 then set tot_; wt_ = &stringwt; drop sum_; %end; %if %length(&minsamp) = 0 %then %let minsamp = 2; data w_; set &dset; term0_ = &npop; term1_ = &npop*sqrt(&var); term2_ = &npop*&var; termw_ = &npop**2*&var&stw; %if &typopt > 0 or &optfixc > 0 %then %do; %let labc = &strc; %let invars = %str(term0_ term1_ term2_ term3_ term4_ termw_); %let outvars = %str(ntotal_ sum1_ sum2_ sum3_ sum4_ sumw_); term3_ = &npop*sqrt(&var/&cost); term4_ = &npop*sqrt(&var*&cost); %end; proc means data = w_ noprint; var &invars; output out = size_ sum = &outvars; %if > &optfixc 0 %then %do; %let stringwt = %str(term3_/sum3_); %let labc = &strc; %let ttl_ = %str(optimal); %let prvars = %str(&strata &cost &npop wt_ tni_ ni); data size_; set size_; nsize_ = (&maxcost-&overhead)*sum3_/sum4_; nsize_ = int(nsize_); data &outalloc; set w_; if _n_ = 1 then set size_; wt_ = &stringwt; tni_ = nsize_*wt_; ni = round(tni_, 1); if ni > &npop then do; ni = &npop; call symput('flag_','yes'); end; if ni < &minsamp then do; ni = &minsamp; call symput('vlag_','yes'); end; keep &prvars; %printit; %end; %if &optfixn = 0 %then %do; %if %index(%upcase(&param),MEAN) > 0 %then %let d = %str(&bound**2/4); %if %index(%upcase(&param),PROP) > 0 %then %let d = %str(&bound**2/4); %if %index(%upcase(&param),TOTAL) > 0 %then %let d = %str(&bound**2/4/ntotal_**2); %end; %if &typopt > 0 and &optfixc = 0 %then %do; %let labc = &strc; %let stringwt = %str(term3_/sum3_); %let ttl_ = %str(optimal); %let prvars = %str(&strata &cost &npop wt_ tni_ ni); data size_; set size_; %if &optfixn eq 0 %then %do; nsize_ = (sum3_*sum4_)/(ntotal_**2*&d + sum2_); nsize_ = ceil(nsize_); %end; %else %do; nsize_ = &nfixed; %end; data &outalloc; set w_; if _n_ = 1 then set size_; wt_ = &stringwt; tni_ = nsize_*wt_; ni = round(tni_, 1); if ni > &npop then do; ni = &npop; call symput('flag_','yes'); end; if ni < &minsamp then do; ni = &minsamp; call symput('vlag_','yes'); end; keep &prvars; %printit; %end; %if &optfixw > 0 %then %do; %let ttl_ = %str(fixed weights); %let prvars = %str(&strata &npop wt_ tni_ ni); data size_; set size_; nsize_ = sumw_/(ntotal_**2*&d + sum2_); data &outalloc; set w_; if _n_ = 1 then set size_; tni_ = nsize_*wt_; ni = round(tni_, 1); if ni > &npop then do; ni = &npop; call symput('flag_','yes'); end; if ni < &minsamp then do; ni = &minsamp; call symput('vlag_','yes'); end; keep &prvars; %printit; %end...

Find millions of documents on Course Hero - Study Guides, Lecture Notes, Reference Materials, Practice Exams and more. Course Hero has millions of course specific materials providing students with the best way to expand their education.

Below is a small sample set of documents:

Kean - MATH - 3526
Math 3526 Applied Statistics Homework 1 Name_ Due to 1/28/09 Score _1. (Use Excel for calculation). As we demonstrated in class, Excel is quite good for calculation. Now suppose we have student's record file (click here to open), we want to determi
Kean - MATH - 3526
Math 3526 Applied Statistics Homework 4 Name_ Due to 2/18/09Score _1. Suppose that the amount of time teenagers spend working at part-time jobs is normally distributed with a standard deviation of 20 minutes. A random sample of 100 observations i
Kean - MATH - 3526
Math 3526 Applied Statistics Homework 5 Name_ Due to 3/12/08Score _Do the problems 10.7, 10.9, 10.11, 10.31, 10.35, and 10.58
Kean - MATH - 3526
Math 3526 Applied Statistics Homework 2 Name_ Due to 2/4/09 Score _1. Pick two cards randomly from an ordinary deck ( 52 cards). Find the probability that: a. Two cards are all hearts. b. Two cards are from different suits, say, one is heart, one i
Kean - MATH - 3526
Sheet1 Fathers 59 69 73 67 68 65 68 66 72 63 63 73 63 67 67 71 65 74 66 62 63 67 72 74 67 66 66 69 68 71 64 74 71 67 60 70 62 71 64 60 59 68 72 63 70 70 66 61 69 65 66 65 Sons 67 75 71 70 66 70 67 70 71 71 67 69 63 66 71 67 66 68 72 60 65 70 70 74 71
Kean - MATH - 3526
Sheet1 Longevity Mother 80 73 70 72 79 83 70 72 72 71 67 74 80 63 71 66 74 71 65 74 66 71 73 74 68 77 77 74 68 68 74 71 80 72 77 76 62 70 71 69 73 72 84 73 70 78 82 77 67 72 67 72 Father 85 88 66 72 88 90 67 76 66 78 69 71 74 68 70 64 82 71 75 76 69
Kean - MATH - 3526
NameQuiz 1Hw 1Quiz 2 Hw2Quiz 3 Hw3Quiz 4Hw4Exam 1Quiz 6Hw51 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 2310 8 9 8 9 9 10 9 10 9 10 8 10 10 9 10 10 10 10 10 6 1010 10 8 8 9 9 10 10 9 8 10 10 10 8 9 8 9 10 99 9 9 8
Kean - MATH - 3526
Review problems for Exam 2 Math 3526, Spring 20071. Suppose that the amount of time teenagers spend working at part-time jobs is normally distributed with a standard deviation of 20 minutes. A random sample of 100 observations is drawn, and the samp
Kean - MATH - 3526
*-;* Separate ratio estimate of population mean and total, and ;* individual estimates of R, for a stratified random sample ;* with auxiliary variable X ;*-;%macro s_ratio(sample=,response=,strata=,param=
Kean - MATH - 3526
Sheet1 Rating 1 1 4 4 1 5 1 5 5 3 3 1 1 4 3 3 1 1 5 4 3 1 4 3 4 2 2 5 1 1 4 3 1 1 4 5 2 3 2 3 1 4 3 3 1 1 3 2 3 5 5 5 Sugar 5 6 21 19 6 16 5 26 23 13 7 5 8 15 14 8 5 5 17 19 16 5 15 19 16 13 10 23 10 5 23 15 9 5 11 19 11 19 5 17 5 14 6 12 5 5 7 5 8 2
Kean - MATH - 4545
Math 4545 Math StatsProbabilitySpring 2009P (A) = Example 1.n(A) n(T )a). How many seven-digit phone numbers can be? b). How many seven-digit numbers can be? c). What is the probability a random chosen seven-digit phone number do not have r
Kean - MATH - 3526
Sheet1 Rating 1 1 4 4 1 5 1 5 5 3 3 1 1 4 3 3 1 1 5 4 3 1 4 3 4 2 2 5 1 1 4 3 1 1 4 5 2 3 2 3 1 4 3 3 1 1 3 2 3 5 5 5 Sugar 5 6 21 19 6 16 5 26 23 13 7 5 8 15 14 8 5 5 17 19 16 5 15 19 16 13 10 23 10 5 23 15 9 5 11 19 11 19 5 17 5 14 6 12 5 5 7 5 8 2
Kean - MATH - 3526
Math 3526 Applied StatsExam 2Spring 2008NameScore/1001. Suppose that the amount of time teenagers spend working at part-time jobs is normally distributed with a standard deviation of 20 minutes. A random sample of 100 observations is draw
Kean - MATH - 3526
Review Problems for Exam 2 Math 3526, Spring 2008 Part I1. Use t-distribution Table to estimate the probability P (T &gt; 1.23) , where T follows a t-distribution with degree of freedom 15.2. Use Excel to find the probability P (T &gt; 1.23) , where T
Kean - MATH - 3526
Math 3526 Applied StatisticsExam 1 (2/18)Spring 2009NameScore/1001. Suppose we have data x1 , x2 , , xn . The skewness of the data is defined as S=n i=1 (xi- x)3 . n-1To calculate the skewness for the data (hyperlined with our co
Kean - MATH - 3526
Math 3526 Applied StatisticsFinal ExaminitionSpring 2007NameScore/1001. Pick three poker cards randomly, find the probability that they come from the same suit.2. Given the following table of joint probabilities, determine P (A1 |B1 ) a
Berkeley - I - 257
Br inging L ives to L ight: Biogr aphy in ContextRay R. L ar son Cr edit s: Ryan Shaw, M ichael Buckland, Jeanet t e Zer neke, K im Car l, Fr ed Gey, Dan M elia, Josh Blumenst ockFive ideas about use of digital corpora. . . . 1. Understanding requ
W. Alabama - ECE - 316
ECE316- Probability and Random Variables Winter 2007 In-term Exam 2 Time: 1 Hour 15 minutesR. Mazumdar Date : March 2, 2009INSTRUCTIONS Enter your name, student ID number, e-mail address and sign in the space provided at the bottom of this page.
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01101601QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 12.00 14.00 10.00 2.00 20.00 0.00 20.00 12.00 16.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01096823QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 15.00 16.00 0.00 14.00 8.00 12.00 14.00 8.00 4.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 P
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01096576QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 16.00 20.00 12.00 8.00 10.00 16.00 20.00 8.00 12.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01105054QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 20.00 12.00 8.00 8.00 12.00 10.00 16.00 12.00 12.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01103108QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 14.00 19.00 11.50 6.00 16.00 12.00 10.00 8.00 18.00 4.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01096860QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 14.00 20.00 18.00 14.00 6.00 16.00 8.00 12.00 16.00 0.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01098006QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 16.00 20.00 16.00 8.00 8.00 12.00 12.00 8.00 0.00 12.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 P
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01073913QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 15.00 8.00 12.00 6.00 8.00 8.00 12.00 6.00 8.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 Ple
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01099064QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 20.00 20.00 8.00 14.00 12.00 0.00 16.00 16.00 8.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01101009QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 16.00 18.00 13.00 14.00 8.00 8.00 14.00 16.00 12.00 10.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01078861QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 16.00 20.00 12.00 14.00 12.00 0.00 0.00 0.00 8.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 P
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01103021QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 0.00 19.00 6.00 16.00 16.00 12.00 16.00 14.00 12.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01101223QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 16.00 20.00 19.00 12.00 8.00 16.00 8.00 16.00 16.00 16.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01104263QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 12.00 0.00 10.00 0.00 4.00 8.00 0.00 0.00 0.00 4.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 Pledg
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01108331QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 14.00 13.00 13.50 4.00 14.00 4.00 18.00 16.00 14.00 8.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01103196QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 14.00 8.00 4.00 4.00 0.00 18.00 16.00 20.00 0.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 Pl
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01099126QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 16.00 17.00 16.00 10.00 6.00 16.00 12.00 6.00 4.00 6.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 P
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01103246QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 20.00 20.00 10.00 14.00 8.00 12.00 14.00 18.00 10.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01099908QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 18.00 14.00 16.00 4.00 10.00 12.00 14.00 0.00 0.00 4.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 P
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01107840QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 8.00 6.00 8.00 10.00 6.00 16.00 0.00 4.00 10.00 0.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 Pled
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01099129QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 18.00 0.00 20.00 8.00 16.00 10.00 4.00 18.00 16.00 8.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 P
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01099587QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 14.00 16.50 0.00 4.00 12.00 8.00 0.00 10.00 4.00 0.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 Ple
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01106921QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 18.00 19.50 16.00 10.00 20.00 14.00 14.00 16.00 16.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01096866QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 18.00 16.00 10.00 10.00 4.00 4.00 12.00 12.00 4.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01096621QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 16.00 20.00 20.00 10.00 6.00 16.00 14.00 14.00 14.00 20.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01102855QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 20.00 7.00 10.00 16.00 10.00 10.00 12.00 14.00 0.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01100409QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 6.00 19.00 13.50 6.00 6.00 16.00 2.00 18.00 4.00 4.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 Ple
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01100855QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 0.00 20.00 0.00 12.00 12.00 4.00 8.00 8.00 16.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 Pl
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01103326QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 18.00 17.00 12.00 12.00 10.00 16.00 4.00 12.00 0.00 0.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01096814QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 20.00 20.00 8.00 12.00 14.00 10.00 14.00 16.00 8.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01096506QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 20.00 20.00 10.00 8.00 8.00 18.00 18.00 20.00 16.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01097955QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 16.00 13.00 11.50 8.00 6.00 8.00 0.00 8.00 8.00 6.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 Pled
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01096748QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 14.00 14.00 20.00 0.00 16.00 12.00 2.00 12.00 16.00 0.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01097566QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 16.00 16.00 16.00 8.00 8.00 0.00 12.00 10.00 12.00 8.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 P
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01103199QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 16.00 16.00 16.00 6.00 0.00 0.00 6.00 10.00 14.00 0.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 Pl
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01096677QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 16.00 16.00 12.00 0.00 10.00 16.00 12.00 16.00 12.00 0.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01103875QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 0.00 20.00 16.00 16.00 12.00 16.00 16.00 16.00 14.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01097027QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 0.00 20.00 12.00 16.00 8.00 12.00 20.00 8.00 0.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5 P
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01098077QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 20.00 12.00 18.00 8.00 10.00 18.00 20.00 20.00 16.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01103877QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 16.00 11.00 8.00 14.00 12.00 16.00 16.00 16.00 14.00 8.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01100943QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 20.00 16.00 16.00 6.00 14.00 12.00 16.00 16.00 8.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged 5
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01096637QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 12.00 20.00 16.00 14.00 16.00 12.00 14.00 12.00 4.00 10.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged
Acton School of Business - PHYS - 101
RICE UNIVERSITY - PHYS101 - FALL 2007S01104460QUIZZES(20) Quiz 1 Quiz 2 Quiz 3 Quiz 4 Quiz 5 Quiz 6 Quiz 7 Quiz 8 Quiz 9 Quiz 10 20.00 16.00 10.00 12.00 12.00 10.00 12.00 16.00 10.00 8.00 PLEDGED(30) Pledged 1 Pledged 2 Pledged 3 Pledged 4 Pledged