appendix for chapter 2
Supply chain management in the presence of strategic consumers and consumption externalities
Ngày tải lên :
11/10/2014, 06:15
... Supply Sides 19 2. 1 Introduction 19 2. 2 Literature Review 22 2. 3 Model and Assumptions 24 2. 4 Equilibrium in the Decentralized System 28 2. 5 Optimal Solution of the Centralized System 33 2. 6 Government ... B (2. 22) C 2 ¯ C uN G δ1 k udM (u) > (
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Excersices for chapter 4 accrual accounting concepts (solution)
Ngày tải lên :
03/12/2013, 23:37
... subscription? A 20 09, $15,480; 20 10, $0; 20 11, $0; 20 10, $0 B 20 09, $5,160; 20 10, $5,160; 20 11, $5,160 C 20 09, $3,870; 20 10, $5,160; 20 11, $5,160; 20 12, $1 ,29 0 D 20 09, $0; 20 10, $0; 20 11, $0; 20 12, $15,480 ... 31, 20 09 would include: A A debit to Rent Earned for $2, 400 B A credit to Unearned Rent for $2, 400 C A debit to Cash for $6,400 D A credit to Rent Earned for $2, 400 E A debit to Unearned Rent for ... office supplies expense for the year is $3,100, what amount of office supplies was purchased during the period? A $2, 700 B $2, 900 C $3,300 D $3,500 E $3,700 12 On March 31, 20 09, Phoenix, Inc paid...
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Data Mining: Introduction Lecture Notes for Chapter 1 Introduction to Data Mining ppt
Ngày tải lên :
15/03/2014, 09:20
... techniques infeasible for raw data Data mining may help scientists – in classifying and segmenting data – in Hypothesis Formation Mining Large Data Sets - Motivation There is often information “hidden” ... analysts may take weeks to discover useful information Much of the data is never analyzed at all 4,000,000 3,500,000 The Data Gap 3,000,000 2, 500,000 2, 000,000 1,500,000 Total new disk (TB) since ... 120 K No Yes Divorced 90K ? No Divorced 95K Yes No Single 40K ? No Married No No Married 80K ? Tid Refund Marital Status Taxable Income Cheat Yes Single 125 K No Married No 60K 10 Yes Divorced 22 0K...
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Data Mining: Data Lecture Notes for Chapter 2 Introduction to Data Mining potx
Ngày tải lên :
15/03/2014, 09:20
... Data Mining 49 Euclidean Distance point p1 p2 p3 p4 p1 p3 p4 p2 0 y 1 p1 p1 p2 p3 p4 x 2. 828 3.1 62 5.099 p2 2. 828 1.414 3.1 62 p3 3.1 62 1.414 p4 5.099 3.1 62 Distance Matrix © Tan,Steinbach, Kumar ... Status Taxable Income Cheat Yes Single 125 K No No Married 100K No No Single 70K No Yes Married 120 K No No Divorced 95K Yes No Married No Yes Divorced 22 0K No No Single 85K Yes No Married 75K ... of attributes describe an object Single 125 K No No Married 100K No No Single 70K No Yes Married 120 K No No Divorced 95K Yes No Married No Yes Divorced 22 0K No No Single 85K Yes No Married 75K...
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Data Mining: Exploring Data Lecture Notes for Chapter 3 Introduction to Data Mining potx
Ngày tải lên :
15/03/2014, 09:20
... Temperature (SST) for July 19 82 – Tens of thousands of data points are summarized in a single figure © Tan,Steinbach, Kumar Introduction to Data Mining 11 Representation Is the mapping of information ... group together, at least for some attributes – Ordering of attributesMining important in seeing 26 © Tan,Steinbach, Kumar Introduction to Data is Parallel Coordinates Plots for Iris Data © Tan,Steinbach, ... Tan,Steinbach, Kumar 28 – Each object Introduction to Data Mining separate face becomes a Star Plots for Iris Data Setosa Versicolour Virginica © Tan,Steinbach, Kumar Introduction to Data Mining 29 Chernoff...
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Data Mining Classification: Basic Concepts, Decision Trees, and Model Evaluation Lecture Notes for Chapter 4 Introduction to Data Mining pptx
Ngày tải lên :
15/03/2014, 09:20
... | t ) ]2 j C1 C2 P(C1) = 0/6 = C1 C2 P(C1) = 1/6 C1 C2 P(C1) = 2/ 6 © Tan,Steinbach, Kumar P(C2) = 6/6 = Gini = – P(C1 )2 – P(C2 )2 = – – = P(C2) = 5/6 Gini = – (1/6 )2 – (5/6 )2 = 0 .27 8 P(C2) = 4/6 ... Partitions are sought for Parent B? C1 Yes No C2 Gini = 0.500 Gini(N1) = – (5/6 )2 – (2/ 6 )2 = 0.194 Gini(N2) = – (1/6 )2 – (4/6 )2 = 0. 528 © Tan,Steinbach, Kumar Node N1 Node N2 C1 C2 N1 N2 Gini=0.333 Introduction ... No 100 120 125 22 0 Taxable Income 60 Sorted Values Split Positions 70 55 75 65 85 72 90 80 95 87 92 97 110 122 1 72 230 Yes 3 3 2 3 3 No...
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Data Mining Classification: Alternative Techniques - Lecture Notes for Chapter 5 Introduction to Data Mining pdf
Ngày tải lên :
15/03/2014, 09:20
... Cheat Yes Single 125 K No d(Single,Married) No Married 100K No = | 2/ 4 – 0/4 | + | 2/ 4 – 4/4 | = No Single 70K No Yes Married 120 K No No Divorced 95K Yes = | 2/ 4 – 1 /2 | + | 2/ 4 – 1 /2 | = No Married ... Introduction to Data Mining 23 Direct Method: RIPPER For 2- class problem, choose one of the classes as positive class, and the other as negative class – Learn rules for positive class – Negative ... 2/ 4 – 1 /2 | + | 2/ 4 – 1 /2 | = No Married No d(Married,Divorced) Yes Divorced 22 0K No = | 0/4 – 1 /2 | + | 4/4 – 1 /2 | = No Single 85K Yes d(Refund=Yes,Refund=No) No Married 75K No 10 No Single...
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Data Mining Association Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 6 Introduction to Data Mining pdf
Ngày tải lên :
15/03/2014, 09:20
... Kumar 24 5 C 123 AD 123 4 ABDE ACDE BCDE ABCDE Introduction to Data Mining 29 Maximal vs Closed Frequent Itemsets Minimum support = 124 123 A 12 124 AB 12 ABC 24 AC ABD ABE AE 345 D BC BD ACD 24 5 ... Data Mining 28 Maximal vs Closed Itemsets TID Items ABC ABCD BCE ACDE DE Transaction Ids null 124 123 A 12 124 AB 12 24 AC ABC B AE 24 ABD ABE 2 ACD BD 345 D BC ACE BE ADE BCD E 24 CD BCE 34 ... Mining 367 368 22 Subset Operation Using Hash Tree Hash Function transaction 1+ 23 56 2+ 356 12+ 356 1,4,7 3+ 56 3,6,9 2, 5,8 13+ 56 23 4 567 15+ 145 136 345 124 457 © Tan,Steinbach, Kumar 125 458 159...
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Data Mining Association Rules: Advanced Concepts and Algorithms Lecture Notes for Chapter 7 Introduction to Data Mining docx
Ngày tải lên :
15/03/2014, 09:20
... Minsup = 50% Examples of Frequent Subsequences: < {1 ,2} > < {2, 3} > < {2, 4}> < {3} {5}> < {1} {2} > < {2} {2} > < {1} {2, 3} > < {2} {2, 3} > < {1 ,2} {2, 3} > s=60% s=60% s=80% s=80% s=80% s=60% s=60% ... = 126 k 4 32 Sequential Pattern Mining: Example Object A A A B B C C C D D D E E Timestamp 2 3 © Tan,Steinbach, Kumar Events 1 ,2, 4 2, 3 1 ,2 2,3,4 1, 2, 3,4 2, 4,5 3, 4, 1, 2, 4, ... Introduction to Data Mining 40 Apriori Principle for Sequence Data Object A A A B B C C C D D D E E Timestamp 2 3 Events 1 ,2, 4 2, 3 1 ,2 2,3,4 1, 2, 3,4 2, 4,5 3, 4, 1, 2, 4, Suppose: xg = (max-gap) ng = (min-gap)...
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Data Mining Cluster Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 8 Introduction to Data Mining pot
Ngày tải lên :
15/03/2014, 09:20
... Iteration Iteration 2. 5 2. 5 2 1.5 1.5 y y 1 0.5 0.5 0 -2 -1.5 -1 -0.5 0.5 1.5 -2 -1.5 -1 -0.5 x 0.5 1.5 x Iteration Iteration Iteration 2. 5 2. 5 2. 5 2 1.5 1.5 1.5 y y y 1 0.5 0.5 0.5 0 -2 -1.5 -1 -0.5 ... 10 Clusters Example Iteration Iteration 4 2 y y 0 -2 -2 -4 -4 -6 -6 10 15 20 x 15 20 15 20 x Iteration Iteration 6 4 2 y y 10 0 -2 -2 -4 -4 -6 -6 10 15 20 x 10 x Starting with two initial centroids ... 10 Clusters Example Iteration Iteration 4 2 y y 0 -2 -2 -4 -4 -6 -6 10 15 20 x Iteration 15 20 15 20 6 4 2 y y 10 x Iteration 0 -2 -2 -4 -4 -6 -6 10 15 20 x 10 x Starting with some pairs of clusters...
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Data Mining Cluster Analysis: Advanced Concepts and Algorithms Lecture Notes for Chapter 9 Introduction to Data Mining pot
Ngày tải lên :
15/03/2014, 09:20
... Data 26 SLP Clusters via Shared Nearest Neighbor Clustering (100 NN, 19 82- 1994) 90 90 24 22 25 60 60 13 26 14 30 30 16 20 17 latitude latitude 21 15 18 0 19 -30 23 -30 -60 -60 11 -90 -180 12 -150 ... Mining 20 Experimental Results: CURE (15 clusters) © Tan,Steinbach, Kumar Introduction to Data Mining 21 Experimental Results: CHAMELEON © Tan,Steinbach, Kumar Introduction to Data Mining 22 Experimental ... 15 18 0 19 -30 23 -30 -60 -60 11 -90 -180 12 -150 - 120 -90 -60 -30 30 60 90 -90 -180 -150 - 120 -90 10 120 150 180 -60 -30 30 longitude 60 90 120 150 longitude SNN Clusters of SLP © Tan,Steinbach,...
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bankruptcy for small business owners, how to file for chapter 7 (2010)
Ngày tải lên :
18/04/2014, 14:03
... 22 4 Form 21 —Statement of Social Security Number 22 9 Form 22 A—Statement of Current Monthly Income and Means-Test Calculation .22 9 Form 20 1A—Notice to Consumer Debtors Under § 3 42( b) ... file for Chapter 7, you’ll find line-by-line instructions in Ch on how to complete the official 20 | Bankruptcy for Small Business Owners: How to File for Chapter means test form (Form 22 A Chapter ... Management Form 27 —Reaffirmation Agreement Cover Sheet Form 20 1—Notice to Consumer Debtors Under § 3 42( b) of the Bankruptcy Code Form 24 0A—Reaffirmation Agreement Form 24 0B—Motion for Approval...
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how to file for chapter 7 bankruptcy 14th (2007)
Ngày tải lên :
18/04/2014, 14:06
... IV Title: Chapter bankruptcy KF1 524 .6.E4 20 07 346.7307'8 dc 22 20 06047 025 Copyright © 1989, 1990, 1991, 1993, 1994, 1995, 1996, 1998, 1999, 20 00, 20 01, 20 02, 20 04, 20 05, 20 06, and 20 07 by Stephen ... File for Chapter 7” Is my income low enough to qualify for Chapter 7? Ch 1, “Who Can File for Chapter 7,” and Ch 6, “Form B -22 A” Does it make sense for me to use Chapter 7? Ch 1, “Does Chapter ... whether you can file for Chapter bankruptcy (See “Who Can File for Chapter 7?” below, and Ch 6, for detailed information about these calculations.) chapter 1: should you file for chapter Bankruptcy?...
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how to file for chapter 7 bankruptcy 17th (2011)
Ngày tải lên :
18/04/2014, 14:06
... III Title KF1 524 .85.E4 20 11 346.7307’8—dc 22 2011017135 Copyright © 1989, 1990, 1991, 1993, 1994, 1995, 1996, 1998, 1999, 20 00, 20 01, 20 02, 20 04, 20 05, 20 06, 20 07, 20 08, 20 09, and 20 11 by Stephen ... eligible to file for Chapter 7? Ch 1, “Who Can File for Chapter 7” and Ch 6, “Form 22 A” Is my income low enough to qualify for Chapter 7? Ch 1, “Who Can File for Chapter 7” and Ch 6, “Form 22 A” Does ... 159 Form 7—Statement of Financial Affairs 20 4 Form 8 Chapter Individual Debtor’s Statement of Intention 21 7 Form 21 —Statement of Social Security Number 22 1 Form 22 A—Statement...
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Review questions for chapter 1 language in society for Teacher of English
Ngày tải lên :
17/03/2015, 14:57
... place, Question 72: What the words like kike (for Jew), wop (for Italian), nigger or coon (for African American), slant (for Asian), towel-head (for Middle Eastern Arab), and so forth express? ... words ppl use for the same object as well as in phonology Question 29 : The concentrations defined by different word usage and varying pronunciation among other linguistic differences, form dialect ... Question 22 : Complete the sentence: The origins of many regional dialects of American English can be traced to people who first settled North America in the 17th and 18th centuries. Question 23 :...
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TUTORIAL FOR CHAPTER 3
Ngày tải lên :
11/06/2016, 21:43
... C=B log2 (1+SNR) 20 x106=3x106x log2 (1+SNR) log2 (1+SNR)=6.67 1+SNR=1 02 SNS=101 PROBLEM 5: If an amplifier has a 30 dB voltage gain, what voltage ratio does the gain represent? SOLUTION: For a ... SOLUTION: For a voltage ratio, we have NdB=30 =20 log (V2/V1) V2/V1=1030 /20 =101.5=31.6 PROBLEM 6: If the solid curve in following figure represents sin( 2 ) , what does the dotted curve represent? ... represent? That is, the dotted curve can be written in the form A sin( 2 ft + φ ) ; what are A, f , and φ ? SOLUTION: sin( 4πt + π ); A = 2, f = 2, φ = π PROBLEM 7: Assume that the TV picture is to...
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Mobilizing domestic resources for development - Chapter III
Ngày tải lên :
17/10/2013, 15:15
... -97.9 92. 1 1 32. 8 -9.7 -31.0 -51.4 40.7 - 328 .2 1 52. 3 158.3 13.1 -19.1 -55.9 96.4 -454.9 6.0 3.9 4.0 -1.9 1 .2 7 .2 -7 .2 8.9 13.0 0 .2 -4.3 0.7 9.6 -7 .2 12. 7 15.3 -0.6 -2. 0 1.8 14.5 -22 .9 9.0 15.5 2. 9 ... 6.4 6.5 3.9 18.7 33.1 16.4 1.0 13 .2 17.7 22 .1 15.6 -1 .2 18.5 5.3 1.8 -31.1 6 .2 24.5 - 128 .2 28.5 46 .2 -1 42. 7 -0.9 11.8 - 121 .3 -39.1 0.1 -113.1 - 32. 0 6.1 -1 42. 1 -26 .7 -31.1 -147.5 -47.6 -59.5 -167.8 ... transition, 1993 -20 04 Billions of dollars 1993 Developing countries 1994 1995 1996 1997 1998 1999 20 00 20 01 20 02 2003 20 04 69.3 35.8 42. 9 19.9 -5 .2 -37.9 - 127 .4 -186.5 -153.7 -20 5.5 -27 4.8 -353.8...
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Mobilizing domestic resources for development - Chapter IV
Ngày tải lên :
20/10/2013, 03:15
... 1991 19 92 1993 1994 1995 1996 1997 1998 1999 20 00 20 01 20 02 2003 22 .4 21 21 .3 21 .5 22 .1 19 .2 21.6 19.8 16 .2 19.8 20 21 22 .7 19.8 28 .1 19.8 28 .2 18.8 29 .1 18.3 28 .7 19 .2 29 .2 19.6 28 .5 16.9 29 .6 ... countries 124 Wo r l d E c o n o m i c a n d S o c i a l S u r v e y 0 Table IV .2 Graduates from IDA assistance Country 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 Botswana ... 1999 20 00 20 01 20 02 2003 Programme aid 120 1995 1996 1997 1998 1999 20 00 20 01 20 02 2003 Project aid Annual percentage change Annual percentage change 30 100 20 80 10 60 40 -10 20 -20 -30 -20 -40...
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Mobilizing domestic resources for development - Chapter V
Ngày tải lên :
20/10/2013, 03:15
... income, 1970 -20 03 25 0 Least developed countries HIPC countries 20 0 All developing countries 150 100 50 20 02 2000 1998 1996 1994 19 92 1990 1988 1986 1984 19 82 1980 1978 1976 1974 19 72 1970 Source: ... 3.75) 100 150 20 0 30 40 50 20 0 25 0 300 15 20 25 25 30 35 Option 2: Narrower band with upper bound equivalent to HIPC Initiative thresholdd Weak policy (CPIA < 3 .25 ) Medium policy (3 .25 < CPIA < ... Dec-03 Oct-04 Mar-03 Jun- 02 Sep-01 Jan-04 Apr-04 Apr-04 May-00 460 060 930 27 5 500 353 900 895 100 300 500 190 850 950 77 21 39 668 13 129 725 589 535 375 759 104 147 20 21 42 593 33 147 699 34 349...
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