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If the 'method' argunrent omittecl defaultis linearinterpolation is the The pchip option (short for "piecewisecubic llermite lnterpolation")merits more pchip usescubic polynomials connectdatapoints discussion with cubic splines, As to with continuousfirst derivativesHowever,it ditTers frorn cubic splinesin that the second derivativesarenot necessarily continuous Further the first derivatives the knots will not at be the sarneas for cubic splinesRather,they are expressly chosenso that the interpolation is "shape preserving"That is, the interpolatedvaluesdo not tend to overshootthe data pointsas can sometimes happen with cubic splines Therefore,therearetrade-offsbetween spline and the pchip optionsThe results the of using spline will generallyappearsmoother because humaneye can detectdisthe continuitiesin the secondderivativeIn additionit will be moreaccurate the dataare valif ues of a smoothfunction On the other handpchip has no overshoots and lessoscillation if the dataare not smoothThesetrade-ofI\as well asthoseinvolving the otheroptionsare exploredin the following example EXAMPLE 165 Trode-OffsUsing in; e,''1r l Problem Stotement You perfomra test drive on an automobilewhere you alternately accelerate automobileand then hold it at a steadyvelocity Note that you never decelthe erate during the experimentThe time seriesof spot nleasurements velocity can be of tabulatedas

DBA BUSINESS INTELLIGENCE SPECIALIST DBA BI (business intelligence) specialists design, create, and maintain data warehouses and online analytical processing (OLAP) cubes, so that data can more easily be retrieved and analyzed by organizations. This often involves developing BI-based applications written using Multidimensional Expressions (MDX) queries. In most cases, they are also heavily involved in extract, transform, and load (ETL) and designing and implementing SSIS packages. DBA REPORT WRITER In the past, the DBA report writer has often been lumped in with the business intelligence specialist. SQL Server Reporting Services has evolved to a point that many DBAs

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are now specializing in designing and creating reports to extract data from databases in meaningful ways.

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In additionto ho1l, another hanrlyfunctionis subplor, which alJows you lo split the graphwindow into subwindows p(ute,r has ()r It the svntax subploL (n, n, pJ This cornrnand breaks graphwindow into an m-by-nmatrixof the small axes,and selects the p-th axesfor the currentplot

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Given that the DBA job description is so varied and constantly changing, it is hard to list all the possible DBA specialties on which you might want to focus, so don t consider the list in this chapter to be anything more than an informal guide. You may find that you want to develop your own specialty, one that is even more focused than the broad specializations I ve listed. For example, you might want to focus on performance tuning, clustering, SSIS, or replication only. Nothing prevents you from specializing as much as you like, other than the fact that the more narrow your specialty, the fewer jobs available. As we have seen, being a DBA means many different things. It is not a single job title with a single skill set. Instead, the job title of DBA encompasses a wide range of job tasks and roles that are tied together with a single common denominator DBAs are the guardians of the organization s data. As DBAs, it is our job not only to protect an organization s data, but also to make it available to everyone in the organization who needs it to perform their jobs effectively. How well we fulfill this responsibility determines how successful we are as DBAs.

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Summary

We can demonstrate subplot by examiningMATLAB's capabilityto generate threedimensionalplots The simplest manifestation this capability is the p1or3 command of which has the syntax p1ot3 \x, y, z)

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