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inadequate assessment of skills and performance abilities This has been of great concern to several licensing boards, which used the traditional multiplechoice format as a central component for certi ation As a result, several licensing boards instituted research programs aimed at developing innovative computerized tests to measure candidates skills and performance abilities as well as their knowledge of the eld A good example is provided by the National Board of Medical Examiners (NBME) In 1999, NBME changed their licensing test to a computerized format (Clyman, Melnick, & Clauser, 1999) This new test includes case simulations, where the test-taker assumes the role of physician The test-taker is presented with a brief description of the patient s presenting symptoms The candidate physician can request the virtual patient s medical history, conduct a physical examination, order laboratory tests, and perform procedures to gather information to diagnose and treat the patient However, while the candidate physician is gathering information, the patient s medical status also progresses and changes in accordance with the treatment provided For example, the candidate physician may choose to order a certain test, a procedure for which results are known in two hours To obtain the results of the test, the candidate physician must advance a clock displaying time for the virtual patient by two hours; concurrently, the patient s status advances two hours These case simulations provide a highly authentic emulation of the actual work of a physician Unlike the traditional examinations that primarily measure declarative knowledge of medicine, these case simulations assess skills and abilities relevant to diagnosing and treating patients It is important to note that the traditional examinations and the case simulation examination really assess different domains: their disattenuated correlation has been found to be only about 05 (Clyman et al, 1999) In sum, by delivering the test via computer the NBME improved its certi cation process by utilizing the computer s capabilities to provide a more authentic test of medical care giving In May 2004, the American Institute of Certi ed Public Accounts (AICPA) began administering their licensing examination via computer The new version includes case simulations as well as multiple-choice questions Similar to NBME and its concerns about measuring medical care giving pro ciency with multiple-choice test items, the AICPA felt that a test comprised of selected response items did not adequately tap the skills and performance abilities necessary to be a competent accountant The AICPA simulations rst present the candidate with a brief description of a client and his/her accounting needs Then, the candidate must work through several sections of the simulation such as completing spreadsheets, searching through the de nitive literature for information pertinent to the client s needs, calculating relevant estimates such as gross income, and communicating a nal recommendation for the client through a free response section These simulations more accurately portray the demands and requirements of an accountant and therefore seem better suited for assessing the skills and abilities required for practice as a certi ed public accountant.

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Vectorized Monte Carlo simulation has another interesting and important feature Since a single simulation run samples all n replicated models at each point of time, one can compute and display time histories of statistics, and observe the results of parameter changes as he simulation run proceeds Such interactive Monte Carlo simulation was formerly possible only with very fast (and very inaccurate) analog computers [7] Runtime statistics computations are needed only at output-sampling times, not at every derivative call We will thus save time by programming DYNAMIC-segment statistics computations following an OUT or SAMPLE m statement (Section 1-6) As noted in Section 4-6a, most statistics are functions of sample averages A vectorized DYNAMIC program segment computes the sample averages. Using Barcode creation for Visual Studio .NET Control to enerate, create QR Code image in Visual Studio .NET applications. The value of 1/n can be precomputed by he experiment protocol to avoid time-consuming divisions by n Unlike in Section 4-6, we are using compiled DOT operations that, like DESIRE vector assignments, involve no programloop overhead (Section 3-7) We could add runtime computation of xAvg(t) and yAvg(t) to the vectorized cannonball study in Figure 4-4 and display the average trajectory (graph of yAvg(t) versus XAvg(t)) We shall exhibit more interesting applications in Sections 5-8 and 5-9 4-8 Statistical Relative Frequencies, Sample Ranges, and Other Statistics For any random variable x in our Monte Carlo model, the sample statistical relative frequency hh of an event {a < x < b} (a < b) is the fraction of our n process samples where a < x < b is true hh estimates the probability of the event Instead of counting events, we measure hh as the sample average uAvg of the indicator function.Related: .NET WinForms UPC-A Generator , Word UPC-E Generating , .NET Interleaved 2 of 5 Generation

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