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Data Sufficiency Procedure/Approach Minimal Implementation Einstein Approach requires not getting bogged down in Details, but Determining Conclusiveness of reaching Definitive Answer for each Statement. 1. Read Question Stem. Understand and Write down the rephrased question posed. Take inventory of any information that was implied or provided as part of the question stem. 2. Identify Question as 1) “What is or How much is or How old is” something? Or 2) “Is something true?” “What is” questions must be dealt with typically by predetermining your “need to know” information, and by seeking out the pieces of information in the two statements presented to you. “ Is something true?” questions must be dealt with on the basis of creating scenarios that will attempt to create two Conflicting scenarios, one in which the ‘something being tested’ is true, and the other in which it is not. As long as the answer to the question is “Always true” or “Always false; ie: NEVER true” then you will find data sufficiency. If you can conjure up the two scenarios (typical strategy: pick different numbers) then there is no sufficiency. Again, if either statement, on their own, will determine that the statement is always true or always false, then the answer is D) If the statements, taken together, support a finding that sometimes the stem is true, and sometimes false, then the answer is E) 3. Work from bottom up. Ask yourself: What do I know about this concept area? For example, if the problem defines X as a digit, ask yourself: What do I know about digits? I know that a digit is an integer having a value in the range between 0 and 9. You need to use this knowledge along with any additional information that is provided in the question stem or in the statements. 4. Predetermine and Write Down your Need To Know information? so you can look for and recognize relevant information when presented to you in Each Statement. In a majority of cases, you should be able to do this. You need to do this so that you can ????. 5. Read Statement 1. Write down Statement 1 and Take inventory of any information that was implied or provided as part of statements 1. Play with scenarios, Don’t ONLY consider Integers UNLESS Explicitly Stated. For example, if a statement reads that X is an integer, be sure to test scenarios involving x = 0, x =1, and x = 2. In some situations, you may need to test scenarios involving negative values and fractional values. 6. Seek CONFLICT across scenarios. A conflict is a sure sign that a definite answer is not possible. Remember: CONFLICT leads to a “may be” answer, not a definite yes or no answer. Remember to associate answer choices 1 and 4 with statement 1. Follow the procedure described for eliminating and keeping choices after examining the statements one by one. 7. Purge Statement 1 by Covering Statement 1 with Hand. Read Statement 2. Write down Statement 2 and Take inventory of any information that was implied or provided ONLY as part of statement 2, PLUS the information contained in the question stem.. Play with scenarios, Don’t ONLY consider Integers UNLESS Explicitly Stated. For example, if a statement reads that X is an integer, be sure to test scenarios involving x = 0, x =1, and x = 2. In some situations, you may need to test scenarios involving negative values and fractional values. 8. Seek CONFLICT across scenarios. A conflict is a sure sign that a definite answer is not possible. Remember: CONFLICT leads to a “may be” answer, not a definite yes or no answer. Remember to associate answer choices 2, 3, and 5 with statement 2. Follow the procedure described for eliminating and keeping choices after examining the statements one by one. 9. When there appears to be a conflict, look for commonality. If asked to find the value of X, you may be given two quadratic equations. Typically, quadratic equations yield two answers. If statement 1, when solved, indicates that X = + or – 5, and Statement 2, when solved, indicates that X has two roots, namely 11 and –5 Then, even though it appears that there are three or four different answers to the value of X, there nonetheless is data sufficiency, because the two statements, when considered together, yield a unique value for X, namely X = -5. Hence, the answer is C) 10. Scratch paper work Here is how you should organize your scratch paper for data sufficiency problems Stem facts and Question which has to be answered Statement # 1 Its separate Facts | Statement # 2 | Its separate facts This way, when you analyze statement 1, in its own right, it is easy to look vertically only at the facts that apply. When you then examine statement 2, in its own right, it is easy to disassociate yourself from the facts of statement # 1, by covering them up. Lastly, if neither 1 nor 2 alone are sufficient, you need (are allowed to) to look at ALL the information. So, for the first time, you look at your ENTIRE scratch paper 1) 2) 3) 4) 5) 6) Problem Solving Procedure/Approach Full Implementation Recognize Word problem by its 5 Multiple Choice Answer Choices – usually the answer choices are discreet numbers, like 8, 16, 24, 25, 30 – and, of course, the fact, that the problem is rendered in prose (hence, WORD problem) rather than being given in simple equation form. Record on scratch paper all Numbers and Quantifiable words (twice, half) Write Question, so you identify precise value & units seeking Identify how many variables: 1, 2, or 3 - Objective: Number of Variables should = Number of Equations to be formed - Anchor Variables at single specific point in time (due to moving targets i.e. age changes every year) or specific meaning of variable Q before working with altered equation(s) Impute: Additional Necessary Facts/Formulae Now formulate the appropriate number of necessary equations 7) System of solving 2 Simultaneous equations - Strategy: 1) Man in Middle, 2) Addititive, 3) Substitution Man in the Middle I. C + D = 195 II. C + F = 240 III. F = 2D Deduction: C + F = 240 = C + 2D Man in the Middle Equation: C + 2D = 240 A better example might deal with interior angles in a triangle. Suppose in one triangle, the angles are called, x, 2x and y. In another triangle, the angles are called x, y and 2y. We know that x + 2x + y =180 We also know that x + y + 2y = 180 The 180 becomes the man in the middle, so we write this as: x + 2x + y =180= x + y + 2y x + 2x + y = x + y + 2y 3x + y = x + 3y x = y Therefore, each of x and y = 45 degrees Additive 3X – Y = 23 Y + X = 21 Priority: See if you can Add or Subtract to eliminate a variable 3X – Y = 23 X + Y = 21 4X = 44 Substitution 3X + Y = 14 5X + 4Y = 28 Priority: Choose Equation with the “Easiest” numbers to isolate 1 Variable i.e. Z = X + - Y… 3X + Y = 14 Identify Easiest equation to Isolate 5X + 4Y = 28 Y = 14 – 3X Isolated Variable Deduction 5X + 4Y = 28 Unmanipulated Equation 5X + 4[14 – 3X] = 28 Substitute Isolated Variable Deduction in other equation and Solve Once you have the value of X determined, substitute the value of X back into the first equation and compute Y. Strategy: Occasionally, you will see problems where you have 3 variables but only two equations. While this will prevent you from SOLVING for every variable in absolute terms, you probably will be asked to express ‘t in terms on n’ – and that is possible. If the equations involve n, m and t, then you should strategically choose to eliminate the variable m. This simply means that you want to derive a manipulated equation in the form of m= …n…t You then substitute this value of m into the other equation, and no more m’s will appear. Therefore, your resulting equation involves only t’s and n’s. Simply pull all of the elements containing the variable t over to the left, and all other terms on the right, simplify on both sides, and ultimately divide on the left (and right) by the same factor so that the co-efficient for t becomes 1. Whichever is left on the right (containing the variable n, and maybe some constant terms) is the solution for ‘express t in terms on n’ Back Solve Approach 1) Start by Testing Answer Choice B. In other words, ASSUME that B is correct. - At Most 2 Calculations - 40% Chance of getting Correct Answer on First Trial 2) You have 20% chance that answer IN FACT is B. If the answer is too high, and it intuitively looks as though that by LOWERING the value of the variable the calculation would result in a smaller number, then the answer is A) 2) If First Trial is Inconclusive, and you are looking for an variable determination that would result in a higher answer, then Test Answer Choice D. If right-on, then the correct answer id D) – if not, then the answer must be E) 3) During Ramp-up, Also Plug in/Test Final Answer choice in Hypothetical Equation for Sanity Check Average/Aggregate Approach 1) Aggregate ( ∑ ) = Average * # of Values 2) Aggregate = ( ∑ ) Field Set Characteristics 3) Average * # of Values = ( ∑ ) Field Set Boys Club Example 12 , 14 , 16 , 18 are agestof existing four members Additional Fifth Member – Now the average is 16 Years Question – How Old is # 5 To Compute, Need to deal in Aggregates, and Dynamic Change Average # of People Aggreagate Avg (1) = 15 4 60 Avg (2) = 16 5 80 Dynamic Change 20 Dynamic Event: 5th Member entered the club – that was the ONLY change, therefore he is SOLELY responsible for the dynamic change – ergo his age is is 20 3 Puppy Example 2 Labradors (Identical Twins & 1 German Shepard German Shepard increases weight 15% - the other one gain nothing – at the beginning, they had identical weight Average Avg (Day 1) = 12 lbs Avg (Day 30) = 13 lbs # of People 3 3 Aggreagate 36 39 Dynamic Change 3 3 = 15 X 100 Period Before After Labrador #1 8 8 Labrador #2 8 8 German Shepard 20 23 Symmetrical Integer Series A typical problem might read: What is the sum of the 21 smallest positive integers Or : Let set A be defined as all the consecutive even integers between 100 and 200, plus the 19 largest negative integers. What is the average value of all the elements in set A? To attempt to compute the sum of these sequence of integers would be suicidal. You don’t have the time to do it; chances are very good that you’d make a computational error; and this is not what the GMAT is all about. Nobody wants to test you skill at adding up large columns of numbers. You need to employ a systemic, or sampling approach, and you need to apply the basic tenet that whenever you deal with numbers that are equally (symmetrically) spaced out along the number line, the middle number is also the average number. Benignly, most sequences would involve an ODD number of integers (the principle does not only apply to integers, but almost universally, these types of problems deal in integers). For instance, the middle number in the sequence 1, 2, 3, 4, 5 is 3 – there are two numbers that are smaller on its left, and two numbers that are larger, on its right. Remembering that the [Formulaeic approach] Aggregate (of any set) is the AVERAGE value of the elements, times the NUMBER of elements (and also, empirically, is the simple sum of all the elements), we therefore know that in order to sum up a sequence of evenly spaced numbers (such as consecutive integers) all we need to determine, is its median element (which in the case of an odd set of numbers is also the average) and multiply this median value by the number of elements in the sequence. In the foregoing example, the median/average is 3, and there are five elements, so the aggregate = 15. Ergo, the sum of 1 + 2 + 3 + 4 + 5 = 15. Simple, so why the formula? Well let’s go back to the type of problems cited at the beginning of this section. Suppose the sequence is all the even integers between 97 and 103. What is their sum? Visually, we see that we can ‘bracket’ them, and in fact combine 99 with its symmetrical counterpart, 101, and easily compute that they add up to 200. Very conveniently, 98 and 102 ALSO add up to 200. Thus, by bracketing, we can compute the easy calculation that we got a couple of 200’s, together with the solitary 100 which forms the anchor around which the rest of the integers symmetrically add up. Simple to compute the average: The aggregate is 500, and divided by 5 yields the answer: The average of the sequence is 100, and their sum is 500. 98 99 100 101 102 200 200 ∑= 500 Avg = 100 100 Avg = 100 ∑ =1100 88 ∑=792 Avg = 88 88 792=9*Avg Avg =88 Once you get used to the notion of bracketing symmetrical number sequences, it is easy to transition to the formula that Σ (a1…..a 51) = a26 x 51 Just make sure to check the symmetry of the sequence – make sure, as you designate the 26th element as the middle or median element, that you can visualize (compute) that there is an equal amount of numbers to the right of element # 26, and to the left of element # 26. In this case, there are 25 initial elements, then follows element # 26 (the anchor, the median) and then there are 25 elements to the right of the anchor. Altogether, 51 elements, an odd number, which makes the computation real easy. Deli Line (Inclusive) 3…………376 Process: 1) Subtract Smaller number from Larger number 2) Add 1 to the result to reach total inclusive set 376 - 3 373 + 1 374 Movie Line (Between) 8…………15 Process: 15 1) Subtract Smaller number from Larger number -8 2) Subtract 1 from the result to reach total set in between 7 -1 6 Observations Importance of Computing Value of 1 Unit Smallest - Largest always moves from Left to Right. Think negative numbers Largest Negative Number is -1.