Mathematics Test Practice Book

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one actual, full-length GRE® Mathematics Test test-taking ... This book is provided FREE with test registration by the Graduate Record Examinations Board .

G R A D U A T E R E C O R D E X A M I N A T I O N S®

Mathematics Test Practice Book This practice book contains 䡲 one actual, full-length GRE® Mathematics Test 䡲 test-taking strategies

Become familiar with 䡲 test structure and content 䡲 test instructions and answering procedures

Compare your practice test results with the performance of those who took the test at a GRE administration.

Visit GRE Online at www.ets.org/gre.

This book is provided FREE with test registration by the Graduate Record Examinations Board.

Note to Test Takers: Keep this practice book until you receive your score report. This book contains important information about content specifications and scoring.

®

Copyright © 2007 by Educational Testing Service. All rights reserved. ETS, the ETS logos, GRADUATE RECORD EXAMINATIONS, and GRE are registered trademarks of Educational Testing Service (ETS) in the United States of America and other countries throughout the world. LISTENING. LEARNING. LEADING. is a trademark of ETS.

Table of Contents Purpose of the GRE Subject Tests ........................ 3 Development of the Subject Tests........................ 3 Content of the Mathematics Test ........................ 4 Preparing for a Subject Test.................................. 5 Test-Taking Strategies .......................................... 5 What Your Scores Mean ....................................... 6 Practice Mathematics Test .................................. 9 Scoring Your Subject Test .................................. 55 Evaluating Your Performance ............................. 58 Answer Sheet...................................................... 59

Purpose of the GRE Subject Tests The GRE Subject Tests are designed to help graduate school admission committees and fellowship sponsors assess the qualifications of applicants in specific fields of study. The tests also provide you with an assessment of your own qualifications. Scores on the tests are intended to indicate knowledge of the subject matter emphasized in many undergraduate programs as preparation for graduate study. Because past achievement is usually a good indicator of future performance, the scores are helpful in predicting success in graduate study. Because the tests are standardized, the test scores permit comparison of students from different institutions with different undergraduate programs. For some Subject Tests, subscores are provided in addition to the total score; these subscores indicate the strengths and weaknesses of your preparation, and they may help you plan future studies.

The GRE Board recommends that scores on the Subject Tests be considered in conjunction with other relevant information about applicants. Because numerous factors influence success in graduate school, reliance on a single measure to predict success is not advisable. Other indicators of competence typically include undergraduate transcripts showing courses taken and grades earned, letters of recommendation, and GRE General Test scores. For information about the appropriate use of GRE scores, write to GRE Program, Educational Testing Service, Mail Stop 57-L, Princeton, NJ 08541, or visit our website at www.ets. org/gre/stupubs.html.

Development of the Subject Tests Each new edition of a Subject Test is developed by a committee of examiners composed of professors in the subject who are on undergraduate and graduate faculties in different types of institutions and in different regions of the United States and Canada. In selecting members for each committee, the GRE Program seeks the advice of the appropriate professional associations in the subject. The content and scope of each test are specified and reviewed periodically by the committee of examiners. Test questions are written by the committee and by other faculty who are also subject-matter specialists and by subject-matter specialists at ETS. All questions proposed for the test are reviewed by the committee and revised as necessary. The accepted questions are assembled into a test in accordance with the content specifications developed by the committee to ensure adequate coverage of the various aspects of the field and, at the same time, to prevent overemphasis on any single topic. The entire test is then reviewed and approved by the committee.

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Subject-matter and measurement specialists on the ETS staff assist the committee, providing information and advice about methods of test construction and helping to prepare the questions and assemble the test. In addition, each test question is reviewed to eliminate language, symbols, or content considered potentially offensive, inappropriate for major subgroups of the testtaking population, or likely to perpetuate any negative attitude that may be conveyed to these subgroups. The test as a whole is also reviewed to ensure that the test questions, where applicable, include an appropriate balance of people in different groups and different roles. Because of the diversity of undergraduate curricula, it is not possible for a single test to cover all the material you may have studied. The examiners, therefore, select questions that test the basic knowledge and skills most important for successful graduate study in the particular field. The committee keeps the test up-to-date by regularly developing new editions and revising existing editions. In this way, the test content changes steadily but gradually, much like most curricula. In addition, curriculum surveys are conducted periodically to ensure that the content of a test reflects what is currently being taught in the undergraduate curriculum. After a new edition of a Subject Test is first administered, examinees’ responses to each test question are analyzed in a variety of ways to determine whether each question functioned as expected. These analyses may reveal that a question is ambiguous, requires knowledge beyond the scope of the test, or is inappropriate for the total group or a particular subgroup of examinees taking the test. Answers to such questions are not used in computing scores. Following this analysis, the new test edition is equated to an existing test edition. In the equating process, statistical methods are used to assess the difficulty of the new test. Then scores are adjusted so that examinees who took a difficult edition of the test are not penalized, and examinees who took an easier edition of the test do not have an advantage. Variations in the number of questions in the different editions of the test are also taken into account in this process.

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Scores on the Subject Tests are reported as threedigit scaled scores with the third digit always zero. The maximum possible range for all Subject Test total scores is from 200 to 990. The actual range of scores for a particular Subject Test, however, may be smaller. The maximum possible range of Subject Test subscores is 20 to 99; however, the actual range of subscores for any test or test edition may be smaller. Subject Test score interpretive information is provided in Interpreting Your GRE Scores, which you will receive with your GRE score report, and on the GRE website at www.ets.org/gre/stupubs.html.

Content of the Mathematics Test The test consists of 66 multiple-choice questions, drawn from courses commonly offered at the undergraduate level. Approximately 50 percent of the questions involve calculus and its applications —subject matter that can be assumed to be common to the backgrounds of almost all mathematics majors. About 25 percent of the questions in the test are in elementary algebra, linear algebra, abstract algebra, and number theory. The remaining questions deal with other areas of mathematics currently studied by undergraduates in many institutions. The following content descriptions may assist students in preparing for the test. The percentages given are estimates; actual percentages will vary somewhat from one edition of the test to another. Calculus — 50% Material learned in the usual sequence of elementary calculus courses — differential and integral calculus of one and of several variables — including calculusbased applications and connections with coordinate geometry, trigonometry, differential equations, and other branches of mathematics Algebra — 25% Elementary algebra: basic algebraic techniques and manipulations acquired in high school and used throughout mathematics

MATHEMATICS TEST PRACTICE BOOK

Linear algebra: matrix algebra, systems of linear equations, vector spaces, linear transformations, characteristic polynomials, eigenvalues and eigenvectors Abstract algebra and number theory: elementary topics from group theory, the theory of rings and modules, field theory, and number theory Additional Topics — 25%

Test-Taking Strategies The questions in the practice test in this book illustrate the types of multiple-choice questions in the test. When you take the test, you will mark your answers on a separate machine-scorable answer sheet. Total testing time is two hours and fifty minutes; there are no separately timed sections. Following are some general test-taking strategies you may want to consider.

Introductory real analysis: sequences and series of numbers and functions, continuity, differentiability and integrability, elementary topology of ⺢ and ⺢n Discrete mathematics: logic, set theory, combinatorics, graph theory, and algorithms Other topics: general topology, geometry, complex variables, probability and statistics, and numerical analysis The above descriptions of topics covered in the test should not be considered exhaustive; it is necessary to understand many other related concepts. Prospective test takers should be aware that questions requiring no more than a good precalculus background may be quite challenging; some of these questions turn out to be among the most difficult questions on the test. In general, the questions are intended not only to test recall of information, but also to assess the test taker’s understanding of fundamental concepts and the ability to apply these concepts in various situations.

 Read the test directions carefully, and work as rapidly as you can without being careless. For each question, choose the best answer from the available options.

Preparing for a Subject Test

 As a correction for haphazard guessing, onefourth of the number of questions you answer incorrectly is subtracted from the number of questions you answer correctly. It is improbable that mere guessing will improve your score significantly; it may even lower your score. If, however, you are not certain of the correct answer but have some knowledge of the question and are able to eliminate one or more of the answer choices, your chance of getting the right answer is improved, and it may be to your advantage to answer the question.

GRE Subject Test questions are designed to measure skills and knowledge gained over a long period of time. Although you might increase your scores to some extent through preparation a few weeks or months before you take the test, last minute cramming is unlikely to be of further help. The following information may be helpful.  A general review of your college courses is probably the best preparation for the test. However, the test covers a broad range of subject matter, and no one is expected to be familiar with the content of every question.  Use this practice book to become familiar with the types of questions in the GRE Mathematics Test, paying special attention to the directions. If you thoroughly understand the directions before you take the test, you will have more time during the test to focus on the questions themselves.

 All questions are of equal value; do not waste time pondering individual questions you find extremely difficult or unfamiliar.  You may want to work through the test quite rapidly, first answering only the questions about which you feel confident, then going back and answering questions that require more thought, and concluding with the most difficult questions if there is time.  If you decide to change an answer, make sure you completely erase it and fill in the oval corresponding to your desired answer.  Questions for which you mark no answer or more than one answer are not counted in scoring.

 Record all answers on your answer sheet. Answers recorded in your test book will not be counted.  Do not wait until the last five minutes of a testing session to record answers on your answer sheet.

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What Your Scores Mean Your raw score — that is, the number of questions you answered correctly minus one-fourth of the number you answered incorrectly — is converted to the scaled score that is reported. This conversion ensures that a scaled score reported for any edition of a Subject Test is comparable to the same scaled score earned on any other edition of the same test. Thus, equal scaled scores on a particular Subject Test indicate essentially equal levels of performance regardless of the test edition taken. Test scores should be compared only with other scores on the same Subject Test. (For example, a 680 on the Computer Science Test is not equivalent to a 680 on the Mathematics Test.) Before taking the test, you may find it useful to know approximately what raw scores would be required to obtain a certain scaled score. Several factors influence the conversion of your raw score to your scaled score, such as the difficulty of the test edition and the number of test questions included in the computation of your raw score. Based on recent editions of the Mathematics Test, the following table gives the range of raw scores associated with selected scaled scores for three different test editions that have been rescaled. (Note that when the number of scored questions for a given test is greater than the range of possible scaled scores, it is likely that two or more raw scores will convert to the same scaled score.) The three test editions in the table that follows were selected to reflect varying degrees of difficulty. Examinees should note that future test editions may be somewhat more or less difficult than the test editions illustrated in the table.

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Range of Raw Scores* Needed to Earn Selected Scaled Scores on Three Mathematics Test Editions That Differ in Difficulty Raw Scores Scaled Score

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Number of Questions Used to Compute Raw Score 66

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*Raw Score = Number of correct answers minus one-fourth the number of incorrect answers, rounded to the nearest integer.

For a particular test edition, there are many ways to earn the same raw score. For example, on the edition listed above as “Form A,” a raw score of 30 would earn a scaled score of 600. Below are a few of the possible ways in which a scaled score of 600 could be earned on that edition.

Examples of Ways to Earn a Scaled Score of 600 on the Edition Labeled As “Form A”

Raw Score

Questions Answered Correctly

Questions Answered Incorrectly

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MATHEMATICS TEST PRACTICE BOOK

PRACTICE TEST To become familiar with how the administration will be conducted at the test center, first remove the answer sheet (pages 59 and 60). Then go to the back cover of the test book (page 54) and follow the instructions for completing the identification areas of the answer sheet. When you are ready to begin the test, note the time and begin marking your answers on the answer sheet.

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MATHEMATICS TEST Time—170 minutes 66 Questions Directions: Each of the questions or incomplete statements below is followed by five suggested answers or completions. In each case, select the one that is the best of the choices offered and then mark the corresponding space on the answer sheet. Computation and scratchwork may be done in this examination book. Note: In this examination: (1) All logarithms with an unspecified base are natural logarithms (that is, with base e). (2) The set of all real numbers x such that a ≤ x ≤ b is denoted by [a, b]. (3) The symbols ⺪, ⺡, ⺢, and ⺓ denote the sets of integers, rational numbers, real numbers, and complex numbers, respectively.

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NOTE: To ensure prompt processing of test results, it is important that you fill in the blanks exactly as directed.

SUBJECT TEST

A. Print and sign your full name in this box:

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GRADUATE RECORD EXAMINATIONS SUBJECT TEST B. The Subject Tests are intended to measure your achievement in a specialized field of study. Most of the questions are concerned with subject matter that is probably familiar to you, but some of the questions may refer to areas that you have not studied. Your score will be determined by subtracting one-fourth the number of incorrect answers from the number of correct answers. Questions for which you mark no answer or more than one answer are not counted in scoring. If you have some knowledge of a question and are able to rule out one or more of the answer choices as incorrect, your chances of selecting the correct answer are improved, and answering such questions will likely improve your score. It is unlikely that pure guessing will raise your score; it may lower your score. You are advised to use your time effectively and to work as rapidly as you can without losing accuracy. Do not spend too much time on questions that are too difficult for you. Go on to the other questions and come back to the difficult ones later if you can. YOU MUST INDICATE ALL YOUR ANSWERS ON THE SEPARATE ANSWER SHEET. No credit will be given for anything written in this examination book, but you may write in the book as much as you wish to work out your answers. After you have decided on your response to a question, fill in the corresponding oval on the answer sheet. BE SURE THAT EACH MARK IS DARK AND COMPLETELY FILLS THE OVAL. Mark only one answer to each question. No credit will be given for multiple answers. Erase all stray marks. If you change an answer, be sure that all previous marks are erased completely. Incomplete erasures may be read as intended answers. Do not be concerned that the answer sheet provides spaces for more answers than there are questions in the test. Example: What city is the capital of France? (A) Rome (B) Paris (C) London (D) Cairo (E) Oslo

Sample Answer CORRECT ANSWER PROPERLY MARKED

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IMPROPER MARKS

DO NOT OPEN YOUR TEST BOOK UNTIL YOU ARE TOLD TO DO SO.

Scoring Your Subject Test The GRE Mathematics Test scores typically range from 440 to 810. The range for different editions of a given test may vary because different editions are not of precisely the same difficulty. The differences in ranges among different editions of a given test, however, usually are small. This should be taken into account, especially when comparing two very high scores. In general, differences between scores at the 99th percentile should be ignored. The score conversion table on page 57 shows the score range for this edition of the test only. The worksheet on page 56 lists the correct answers to the questions. Columns are provided for you to mark whether you chose the correct (C) answer or an

incorrect (I) answer to each question. Draw a line across any question you omitted, because it is not counted in the scoring. At the bottom of the page, enter the total number correct and the total number incorrect. Divide the total incorrect by 4 and subtract the resulting number from the total correct. This is the adjustment made for guessing. Then round the result to the nearest whole number. This will give you your raw total score. Use the total score conversion table to find the scaled total score that corresponds to your raw total score. Example: Suppose you chose the correct answers to 48 questions and incorrect answers to 15. Dividing 15 by 4 yields 3.75. Subtracting 3.75 from 48 equals 44.25, which is rounded to 44. The raw score of 44 corresponds to a scaled score of 710.

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Worksheet for the GRE Mathematics Test, Form GR9768 Answer Key and Percentages* of Examinees Answering Each Question Correctly QUESTION Number Answer

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* The P+ column indicates the percentage of Mathematics Test examinees that answered each question correctly; it is based on a sample of December 1997 examinees selected to represent all Mathematics Test examinees tested between October 1, 1997, and September 30, 2000.

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MATHEMATICS TEST PRACTICE BOOK

Score Conversions and Percents Below* for GRE Mathematics Test, Form GR9768 TOTAL SCORE Raw Score

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4 3 2 0-1

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2 1 1 1

*Percentage scoring below the scaled score is based on the performance of 6,753 examinees who took the Mathematics Test between October 1, 1997, and September 30, 2000.

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Evaluating Your Performance Now that you have scored your test, you may wish to compare your performance with the performance of others who took this test. Both the worksheet on page 56 and the table on page 57 use performance data from GRE Mathematics Test examinees. The data in the worksheet on page 56 are based on the performance of a sample of the examinees who took this test in December 2000. This sample was selected to represent the total population of GRE Mathematics Test examinees tested between October 1997 and September 2000. The numbers in the column labeled “P+” on the worksheet indicate the percentages of examinees in this sample who answered each question correctly. You may use these numbers as a guide for evaluating your performance on each test question. The table on page 57 contains, for each scaled score, the percentage of examinees tested between October 1997 and September 2000 who received lower scores. Interpretive data based on the scores earned by examinees tested in this three-year period was used by admissions officers in the 2001-02 testing year. These percentages appear in the score conversion table in a

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column to the right of the scaled scores, when their raw scores were placed on the new scale. For example, in the percentage column opposite the scaled score of 620 is the number 51. This means that 51 percent of the GRE Mathematics Test examinees tested between October 1997 and September 2000 scored lower than 620 when their raw scores are placed on the new scale. To compare yourself with this population, look at the percentage next to the scaled score you earned on the practice test. It is important to realize that the conditions under which you tested yourself were not exactly the same as those you will encounter at a test center. It is impossible to predict how different test-taking conditions will affect test performance, and this is only one factor that may account for differences between your practice test scores and your actual test scores. By comparing your performance on this practice test with the performance of other GRE Mathematics Test examinees, however, you will be able to determine your strengths and weaknesses and can then plan a program of study to prepare yourself for taking the GRE Mathematics Test under standard conditions.

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C E E

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B D D

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A C C

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D B B

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C A A

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B E E

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A D D

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D

C C

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C B B

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B A A

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A E E

K

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94 95 96 D D

L

D

C C

K

C

B B

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B A A

K

E A

E

14 15 16 17 18

L

D

D E

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C

C D

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B B C

K

E A

A B

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D

51 52 53 54 55 A

K

C

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B

D D

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C C

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D

B B

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A A

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D C

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State or Province

B A

B A

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A

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o R

T

S

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X Y



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X Y



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X Y



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X Y



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W

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Z

City

Zip or Postal Code

A A A

K

M.I.

Z

First Name (Given)

P.O. Box or Street Address

Last Name (Family or Surname)

Z

(Print)

2. YOUR NAME:

(Print)

Country

Room Number

State or Province

Center Number

City

MAILING ADDRESS:

CENTER:

Country

SIGNATURE:

77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 39 40 41 42 43 44 45 46 47 48 49 50

1 2 3 4 5 6 7 8 9 10 11 12 13

. BE SURE EACH MARK IS DARK AND COMPLETELY FILLS THE INTENDED SPACE AS ILLUSTRATED HERE:

SIDE 2

CERTIFICATION STATEMENT Please write the following statement below, DO NOT PRINT. “I certify that I am the person whose name appears on this answer sheet. I also agree not to disclose the contents of the test I am taking today to anyone.” Sign and date where indicated.

SUBJECT TEST

COMPLETE THE CERTIFICATION STATEMENT, THEN TURN ANSWER SHEET OVER TO SIDE 1. SIGNATURE:

DATE:

C

D

E

B

C

D

E

147 148 149 150 151 152 153 154 155 156 157

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

126 127 128 129 130

A

B

C

D

E

158 159 160 161 162

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

131 132 133 134 135 136 137 138

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

E

163 164 165 166 167 168 169 170

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

A

B

C

D

E

139

A

B

C

D

E

171

A

B

C

D

E

140 141 142 143

A

B

C

D

E

A

B

C

D

E

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

172 173 174 175

A

A

B

C

D

E

144

A

B

C

D

E

176

A

B

C

D

E

145 146

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

177 178

A

B

C

D

E

TW

TFS

FOR ETS USE ONLY

TCS

179 180 181 182 183 184 185 186 187 188 189 190 191

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

192 193 194 195 196

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

197 198 199 200 201

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

202 203

A

B

C

D

E

A

B

C

D

E

204 205 206

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

207 208

A

B

C

D

E

A

B

C

D

E

209 210

A

B

C

D

E

A

B

C

D

E

211 212 213 214 215 216

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

217 218 219 220 221

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

222 223 224 225 226

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

227 228 229 230 231 232 233

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

234 235

A

B

C

D

E

A

B

C

D

E

236 237 238

A

B

C

D

E

A

B

C

D

E

A

B

C

D

E

239 240

A

B

C

D

E

A

B

C

D

E

241 242

A

B

C

D

E

A

B

C

D

E

1R

1W

1FS

1CS

2R

2W

2FS

2CS

3R

3W

3FS

3CS

4R

4W

4FS

4CS

5R

5W

5FS

5CS

6R

6W

6FS

6CS

B. sign your full name here:

B

A

Year

A. Fill in both ovals here . . .

A

Day

To cancel your scores from this test administration, you must:

TR

115 116 117 118 119 120 121 122 123 124 125

.

IF YOU DO NOT WANT THIS ANSWER SHEET TO BE SCORED

BE SURE EACH MARK IS DARK AND COMPLETELY FILLS THE INTENDED SPACE AS ILLUSTRATED HERE: YOU MAY FIND MORE RESPONSE SPACES THAN YOU NEED. IF SO, PLEASE LEAVE THEM BLANK.

If you want to cancel your scores from this test administration, complete A and B below. You will not receive scores for this test. No record of this test or the cancellation will be sent to the recipients you indicated, and there will be no scores for this test on your GRE file.

Month

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