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Robert C. Cain is a Microsoft MVP in SQL development, and is a consultant with COMFRAME as a senior business intelligence architect. Prior to his current position, Robert worked for a regional power company, managing, designing, and implementing the SQL Server data warehouse for the nuclear division. He also spent 10 years as a senior consultant, working for a variety of customers in the Birmingham, Alabama, area using Visual Basic and C#. He maintains the popular blog http://arcanecode.com. In his spare time, Robert enjoys spending time with his wife and two daughters, digital photography, and amateur radio, holding the highest amateur license available and operating under the call sign N4IXT.

Solution First, an M-file function must be createdto computethe sum of the squares The following file, called f ssR m,is set up for the power equation: function f = fSSR(a,xm,ym) yp = a(1)*xm^a(2); f = s u m (( y m - y p ) ^ 2 ) ; In commandmode, the datacan be enteredas >> x = t10 20 30 40 50 60 7O B0l; >> y - 125 7A 380 550 610 1220 830 14501; The minimization of the function is then implemented by >> fminsearch (@fSSR,[1, 1] , 25384 r4359 tL x, y)

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The besrfit model is therefore a35e F : 25384u1 Both the original transformedfit and the presentversion are displayedi-li'Frg144 Note that althoughthe model coefficientsarevery different,it is difficult to judge which fit is superiorbasedon inspectionof the plot This example illustrateshow different best-fit equations result when fitting the same employingtransformations This model using nonlinearregression versuslinear regression is because former minimizes the residualsof the orisinal datawhereas latter minithe the data mizes the residualsof the transformed

hold workshops on promoting the importance of science in school programs; and a language teachers association may conduct seminars on advancing the cause of educating Americans in a second language In the second category, associations and societies conduct conferences, workshops, and other inservice education programs to acquaint teachers and administrators with new content and procedures in their respective elds In the third category, selected schools or colleges (or both) engage in grassroots reform and experimentation, identifying problems and experimenting with possible solutions Proprietary schools usually focus on business, accounting, and secretarial training Although most of them are postsecondary institutions, they are open to people of any age who seek new skills and knowledge in business, banking, and of ce procedures

Are you a perfect speller Is everyone in your company How about your business partners Misspellings are a fact of life. There are also legitimate differences in spelling: what Americans call rumors, the British call rumours. Steven A. Ballmer and Steve Ballmer are two different but accurate forms of that man s name. Your database may contain a lot of legacy values from the days before better validation at the point of data entry. Overall, chances are your database already contains imperfect textual data, which makes it hard to search. Additionally, the user may not know exactly what to look for. When looking for a number or a date, we could search for a range, but text is more unstructured, so database engines such as SQL Server include a range of tools to find text, including the following:

FIGURE I44 versus velocity from ond model for dcto Comporisontronsformed unlronsformed fits force of

Bockground Engineersand scientistsoften deal with systemsthat oscillateor vibrateAs might be expected,sinusoidalfunctions play a fundamentalrole in modelingsuch problem contexts In this discussion, will usethe term sinusoidto represent we any waveformthatcanh describedas a sine or cosineThere is no clear-cut convention for choosing either function, and in any case,the results will be identical For this chapter,we will use the cosine,which is expressedgenerally as * f (t) : As * Cv cos(a-rst d) (1414)

Equals and LIKE search for equality with or without wildcards. SOUNDEX uses a phonetic algorithm based on the sound of the consonants in a string. CONTAINS is opti-

Thus, four parametersserve to characterizethe sinusoid (Fig 145a) The mean valued sets the average height above the abscissaThe amplitude C, specifies the height of the

mized for finding inflectional forms and synonyms of strings. Simil is an algorithm that compares two strings, and based on the longest common substrings, computes a similarity between 0 (completely different) and 1 (identical). This is sometimes called fuzzy string matching. Simil isn t available by default. Later in this chapter we ll discuss how to install it. In this chapter, we take a closer look at these various methods, beginning with the simplest one.

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