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(CNN) — he is by no means had to depend on dial-up or grind throughout the earliest types of Microsoft workplace. he's under no circumstances had to contend with "Clippy," the now-extinct paperclip with bulging eyes and an earnest requisite to support you through your Microsoft event.

but Kevin Dimaculangan, a 15-year-ancient from Florida, already knows greater about Microsoft surpass than most will study in a lifetime.

With an American flag draped round his shoulders and the assist of an enthusiastic crowd, Kevin earned the title of "World surpass Champion" on the Microsoft workplace expert World Championship in Orlando, Florida, previous this month. The experience is hosted by using Certiport, a provider of efficiency-primarily based IT certification exams.

a exiguous about the competition

sure, there's an annual championship that challenges rivals on their abilities of Microsoft workplace functions — and no, your self-proclaimed skillability in Microsoft listed under the "particular potential" portion of your resume doubtless won't beget the reduce.

students between a while 13 and 22 disburse months — once in a while years — making ready for the championship, working their manner up through placement exams, regional and countrywide competitions in three Microsoft categories: subsist aware, surpass and PowerPoint.

This year, greater than 760,000 candidates from around the globe entered the competition in hopes of incomes the "World Champion" title and running away with the prize of $7,000.

in the final circular, 152 college students from 51 international locations competed from July 29 through August 1.

competitors might select between the 2013 or 2016 versions of word, PowerPoint or surpass courses. there were six winners for every Microsoft category and edition.

He picked surpass as a pastime ultimate yr

Kevin is the second American in a row to win first district in the Microsoft surpass 2016 class. final yr, it changed into John Dumoulin from Woodbridge, Virginia.

however for Kevin, it changed into by no means about becoming a world champion. surpass became a pastime he just took spot to resolve on up ultimate 12 months.

Kevin is a rising sophomore at Dunbar excessive school in Lee County, Florida, which prioritizes a robust technical education application in its curriculum.

He mentioned he changed into interested in incomes technical certifications as a result of one in every sole his lecturers provided prizes to whomever earned the most the fastest, and a unique Bluetooth speaker sounded relatively cool.

Kevin decided to try for a Microsoft surpass certification during this previous school year. Out of 1,000 aspects, he acquired 1,000. an touchstone score. He then decided to acquire the examination on the skilled stage. a further excellent ranking.

soon, he was teaching surpass to his fellow students — and to his teachers.

subsequent up: PowerPoint

Even along with his best ratings and victories in situation and country wide competitions in Excel, earning first location on the world championship was a challenge. every sole over the competitors, students are given a collection of guidelines and are requested to recreate surpass data, he stated. Whoever creates the closest replica to the fashioned wins.

"Time does not basically depend because pretty lots no one receives to conclude," he pointed out. "The main aspect is being accurate."

together with Kevin, the winners from the other categories were from Taiwan, Thailand, unique Zealand and Hong Kong.

When requested about his plans for the future, Kevin referred to whatever no one has ever spoke of earlier than: "For Excel, there is no longer too much more to gain erudition of."

He may set his sights on conquering subsist alert or PowerPoint for his junior or senior 12 months, but for now, he's concentrated on incomes some more certifications.

There become a much deal he enjoyed in regards to the competitors, he pointed out, enjoy having his household, chums and main cheering him on within the crowd, and the support he felt from fellow group country rivals.

"Even earlier than they begun the surpass awards, they bear been every sole aphorism that they believed in me," Kevin observed, "that [I] may effect it."

but the better fragment of the competitors become what got here after.

"They did ship us to everyday after the testing, and that simply happened to line up with my birthday," he mentioned with a smile.

He thinks he'd want to subsist a software engineer, though he's not totally certain the spot his talents in surpass will acquire him.

For now, Harry Potter World at run-of-the-mill Studios is much sufficient.

"Thanks, Microsoft!"


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  • Forcing the Constant in Regression to Zero: Understanding Excel's LINEST() error | killexams.com real questions and Pass4sure dumps

    One of the options in LINEST(), available as its third argument, is to obligate the constant in the regression equation to a value of zero. Whether to effect so, regardless of the software in use, has been a contentious theme in the literature on regression analysis for decades. This paper touches only lightly on the question of whether it is arrogate to adopt the option: There are well reasoned arguments on each side of the issue. Instead, surpass expert Conrad Carlberg, author of Predictive Analytics: Microsoft Excel, focuses on a grave error in the LINEST() results when the option is selected. The error was not corrected until surpass 2003, and it remains in surpass 2010, in the values of R2 that can subsist displayed with chart trendlines. From the author of 

    One of the options that has always been available in Excel's LINEST() worksheet function is the const argument, short for constant. The function's syntax is:

    =LINEST(Y values, X values, const, stats)

    where:

  • Y values represents the ambit that contains the outcome variable (or the variable that is to subsist predicted by the regression equation).
  • X values represents the ambit that contains the variable or variables that are used as predictors.
  • const is either genuine or FALSE, and indicates whether LINEST() should include a constant (also called an intercept) in the equation, or should omit the constant. If const is genuine or omitted, the constant is calculated and included. If const is FALSE, the constant is omitted from the equation.
  • stats, if TRUE, tells LINEST() to include statistics that are helpful in evaluating the property of the regression equation as a means of gauging the force of the relationship between the Y values and the X values.
  • Setting the const argument to fake can easily bear major implications for the nature of the results that LINEST() returns. And there is a real question of whether the const argument is a useful option at all. In fact, the question is not limited to LINEST() and Excel. It extends to the whole district of regression analysis, regardless of the platform used to carry out the regression.

    Some credible practitioners believe that it's necessary to obligate the constant to zero in inescapable situations, usually in the context of regression discontinuity designs.

    Others, including myself, believe that if setting the constant to zero appears to subsist a useful and informative option, then linear regression itself is often the wrong model for the data.

    The surpass 2003 Through 2010 Versions

    Figure 1 shows an case of the dissimilarity between LINEST() results when the constant is calculated normally, and when it is forced to equal zero.

    Figure 1 LINEST() returns the same results, whether you exercise surpass 2003 or surpass 2010.

    In device 1, the two sets of results are based on the same underlying data set, with the Y values in A2:A21 and the X values in B2:D21. The first set of results in F3:I7 is based on a constant calculated normally (const = TRUE). The second set of results in F10:I14 is based on a constant that is forced to equal zero (const = FALSE).

    Notice that not a sole value in the results is the same when the constant is forced to zero as when the constant is calculated normally.

    Basing the Deviations on the Means

    Figure 2 begins to demonstrate how this comes about.

    Figure 2 The deviations are centered on the means.

    In device 2, cells G15:H15 accommodate the sums of squares for the regression and the residual, respectively. They are based on the predicted Y values, in L21:L40, and the deviations of the predicted values from the actuals, in M21:LM40.

    The sums of squares are calculated by means of the DEVSQ() function, which subtracts every value in the argument's ambit from the stand for of those values, squares the result, and sums the squares.

    The value in cell G13, 0.595, is the R2 for the regression. One useful artery to device that device (and a useful artery to referee of it) is:

    =G15/(G15+H15)

    That is, R2 is the ratio of the sum of squares regression to the total sum of squares of the Y values. The result, 0.595, states that 59.5% of the variability in the Y values is attributable to variability in the composite of the X values.

    Notice in device 2 that the statistics reported in G11:J15 are identical to those reported in G3:J7 (except that LINEST() reports the regression coefficients and their touchstone errors in the transpose of worksheet order). The former are calculated using Excel's matrix functions; the latter are calculated using the LINEST function.

    Also notice in device 2 that the correlation between the actual and the predicted Y values is given in cell H22. It is 0.772. The square of that correlation, in cell H23, is 0.595—that is of course R2, the same value that you obtain by calculating the ratio of the sum of squares regression to the total sum of squares.

    There's nothing magical about any of this. It's every sole as is expected according to the mathematics underlying regression analysis.

    Changing the aberration Basis to Zero

    Now examine the same sort of analysis shown in device 3.

    Figure 3 The deviations are centered on zero.

    Notice the values for the sum of squares regression and the sum of squares residual in device 3. They are both much larger than the sums of squares reported in device 2. The understanding is that the deviations that are squared and summed in device 3 are the differences between the values and zero, not between the values and their mean.

    This change in the nature of the deviations always increases the total sum of squares. (For the understanding that this is so, behold Statistical Analysis: Microsoft surpass 2010, Que, 2011, Chapter 2.)

    The change from centering the predicted values on their mean, and the errors in prediction on their mean, also changes the relative size of the sums of squares. It can betide that the sum of squares regression gets larger relative to the sum of squares residual, and the result is to extend the unpretentious value of R2. Using the sums of squares shown in device 2 and device 3, for example:

    Figure 2:

    12870.037 / (12870.037 + 8742.913) = .595 

    (Compare with cells G5 and G13.)

    Figure 3:

    55879.198 / (55879.198 + 12875.802) = .813

    (Compare with cells G5 and G13.)

    So the suppression of the constant in device 3 has resulted in an extend in the R2 from .595 to .813, and that's a substantial increase. But does it really stand for that the regression equation that's returned in device 3 is more accurate than the one returned in device 2? After all, the square root of R2 is the multiple correlation between the actual Y values and the composite, predicted Y values. The higher that correlation, the more accurate the prediction.

    How the Deviations finger the R2

    We can test that accuracy by calculating the correlations, squaring them, and comparing the results to the values for R2 that are returned under the two conditions for the constant: present and absent.

    Look first again at device 2. There, the multiple R is calculated at .772, and the multiple R2 is calculated at .595 (cells H22 and H23). The value of .595 agrees with the value returned by LINEST() in cell G5, and by the ratio of the sums of squares in cell G13.

    Now return to device 3. There, the multiple R is calculated at .684, and the multiple R2 is calculated at .468 (cells H22 and H23). But the value of .468 does not conform with the value returned by LINEST() in cell G5, and by the ratio of the sums of squares in cell G13.

    In sum, running LINEST() on the data shown in device 2 and device 3 has these effects on the unpretentious accuracy of the predictions:

  • The R2 reported by LINEST() without the constant is higher than that reported by LINEST() with the constant.
  • The accuracy of the regression equation when evaluated by means of the correlation between the actual Y values and the predicted Y values is lower when the regression equation omits the constant.
  • This is an inconsistency, even an unpretentious contradiction. Regarded as a ratio of sums of squares, R2 is higher without the constant. Regarded as the square of the correlation between the actual and predicted Y values, R2 is lower without the constant.

    The Constant and the Deviations

    Of course, the problem is due to the fact that in omitting the constant, they are redefining what's meant by the term "sum of squares." As a result, we're dismembering the acceptation of the R2.

    When you include the constant, the deviations are the differences between the observed values and their mean—that's what "least squares" is every sole about. When you omit the constant, the deviations are the differences between the observed values and zero—that's what "regression without the constant" is every sole about.

    If the predicted values betide to subsist generally farther from zero than from their own mean, then the sum of squares regression will subsist inflated as compared to regression with the constant. In that case, the R2 will attend to subsist greater without the constant in the regression equation than it is with the constant.

    A Negative R2?

    Finally, suppose you're silent using a version of surpass through surpass 2002, and you bear used LINEST(), without the constant, on a data set such as the one shown in device 4.

    Figure 4 A negative R2 is workable only if someone has made a mistake.

    Even the conception of a negative R2 is ridiculous. Outside the realm of imaginary numbers, the square of a number cannot subsist negative, and ordinary least squares analysis does not involve imaginary numbers. How does the R2 value of -0.09122 in cell F4 of device 4 obtain there?

    For that matter, how does surpass 2002 compass up with a negative sum of squares regression and a negative F ratio (cells F6 and F5 respectively in device 4)? If the square of a number must subsist positive, then the sum of squared numbers must also subsist positive. And an F ratio is the ratio of two variances. A variance is an middling of squared deviations, and therefore must also subsist positive—and the ratio of two positive numbers must also subsist positive.

    How to obtain a Negative R2

    The acknowledge is poorly informed coding. Recall that, when the constant is calculated normally, the total sum of squares of the actual Y values equals the total of the sum of squares regression and the sum of squares residual. For example, in device 2, the total sum of squares is shown in cell A23 at 21612.950. It is returned by Excel's DEVSQ() function, which sums the squared deviations of each value from the stand for of the values.

    Also in device 2, the sum of squares regression and the sum of squares residual are shown in cells G15:H15. The total of those two figures is 21612.950: the value of the total sum of squares in cell A23.

    Therefore, one artery to device the sum of squares regression is to subtract the sum of squares residual from the total sum of squares. Another method, of course, is to device the sum of squares regression directly on the predicted values. But if you're writing the underlying code in, say, C, it's much quicker to obtain the sum of squares regression by subtraction than by doing the math from scratch on the predicted values.

    When the constant is forced to zero, the sum of squares residual that's returned in every sole versions of surpass equals the result of pointing SUMSQ(), not DEVSQ(), at the residual values. This is entirely correct, given that you want to obligate the constant to zero.

    The sum of squares residual using the run-of-the-mill calculation of the constant is as follows:

    Residual = Actual – Predicted

    That is, find each of N residual values, which is the actual Y value less the predicted Y value (Ŷ). Subtract the stand for of the residuals () from each residual, square the difference, and sum the squared differences. Excel's DEVSQ() function does precisely this.

    The sum of squares residual forcing the constant to zero is as follows:

    or, more simply:

    Excel's SUMSQ() function does precisely this.

    The Mistake, Corrected—In Part

    Now, what LINEST() did in surpass version 2002 (and earlier) was to exercise the equivalent of SUMSQ() to obtain the sum of squares residual, but the equivalent of DEVSQ() to obtain the total sum of squares. If you add SUMSQ(Predicted values) to SUMSQ(Residual values), you obtain SUMSQ(Actual values).

    But only in the situation where the stand for of the actual values is zero can SUMSQ(Predicted values) plus SUMSQ(Residual values) equal DEVSQ(Actual values).

    The problem has been corrected in surpass 2003 and subsequent versions. But as late as surpass 2010, the problem lives on in surpass charts. If you add a linear trendline to a chart, convoke for it to obligate the constant to zero, and display the R2 value on the chart, it can silent exhibit up as a negative number. behold device 5.

    Figure 5 A negative R2 can silent loom with a chart's trendline.

    Notice in device 5 that although surpass 2010 was used to bear the chart, the linear trendline's properties include a negative R2 value. (The equation would subsist correct, though, if you chose to exhibit it along with R2.)

    Conclusion

    This succession of papers on how Microsoft has implemented LINEST() concludes with a discussion of Microsoft's extraordinary determination regarding how to wield extreme multicollinearity in the X variables.


    Spreadsheets: touching Data from PDF to surpass | killexams.com real questions and Pass4sure dumps

    Editor’s Note:To read more about spreadsheets, partake a tip with other readers, or intimate a topic for Bill Jelen to cover in an upcoming column, click here to visit CFO.com’s Spreadsheet Tips page.

    Reader Ray S. wins a copy of surpass for the CEO for this week’s question: “I am presented with a download of information in a PDF or Adobe format. This ‘data dump’ needs to subsist converted into either surpass or Access so as to subsist analyzed more easily. Can you provide best practices to accomplish this?”

    Recommended Stories:

    Excel 2007 and surpass 2010 both support sending your surpass files to PDF. A constant frustration is Excel’s inability to later obtain that data back into Excel. Here is a simple demonstration of the problem:

    Figure 1 shows a simple table in Excel. In surpass 2010, exercise File, deliver & Send, Create PDF/XPS Document as shown in device 2. The table will subsist accurately rendered in the PDF document as shown in device 3.

    Fig. 1

    MrExcel12Fig1

    Fig. 2

    MrExcel12Fig2

    Fig. 3

    MrExcel12Fig3

    Select the text in the PDF document by using Edit, Select All, or by dragging the mouse. Next, copy from the PDF document using Edit, Copy, or Ctrl+C. Then switch to Excel. Paste the copied PDF data to surpass and you will find that the original table is now unwound into a relatively useless sole column as shown in device 4 (below, left). How can it subsist that the Microsoft surpass team cannot round-trip a simple table from surpass to an Excel-created PDF and back to Excel? Is this simply the Microsoft surpass team being obstinate?

    Fig. 4

    MrExcel12Fig4

    Fails with PDF; Works with XPS

    Notice that the Create PDF/XPS command actually offers to create either the market-dominant PDF format or the upstart XPS format. XPS is the unique format designed by Microsoft to compete with the PDF format. An unscientific search of Google indicates that PDF has a 98.5% market partake compared with 1.5% for XPS. The surpass team smartly makes “PDF” the default choice. However, if you would instead deliver the file as XPS, copy the table from XPS, and paste back to Excel, you will behold that the table retains its original shape, font color, and numeric formatting. Could it subsist that the surpass team is trying to boost the popularity of XPS instead of PDF?

    One solution, then, is to start asking for your data in XPS instead of PDF. The downside is that 98.5% of your recipients won’t bear a clue how to bear XPS files.

    The Microsoft Word Team Can obtain It Right

    If this truly is a case of Microsoft purposely doing a shameful job dealing with Adobe PDF, the animosity is apparently not spread throughout the entire Microsoft Office team. If you copy the data from PDF and paste it to Word, the table appears in a row-and-column format, although the final zero in the grand total wraps in that cell of the table, as shown in device 5 (below).

    Fig. 5

    MrExcel12Fig5

    A seemingly ridiculous solution, then, is to copy the PDF, paste to Word, copy from Word, and paste to Excel. The final zero goes back into the grand total cell. The result shown in device 6 (below) is passable.

    Fig. 6

    MrExcel12Fig6

    Why Can’t surpass obtain This Right?

    For answers, I turned to Keith Bradbury of InvestInTech.com. Keith’s company is the inventor of Able2Extract, a program that can acquire PDF files and spin them back into surpass workbooks, Access tables, Word documents, and more. InvestInTech is the expert in the province of getting data from PDF to surpass or Access; I’ve been using its software to painlessly extract surpass data from PDF files since the early 2000s.

    Keith’s team looked at my examples. They pointed out that each Copy (or Ctrl+C) in any program sends several formats of data to the Windows Clipboard such that the receiving program can select which to use. For example, copy some data from WordPad, and the application sends six versions of that data to the clipboard (text, RTF, UTF8, and so on).

    When you copy from Adobe, the program sends two versions of the data, one in unpretentious text and one in affluent text format. Keith’s team can only guess, but apparently, Microsoft Word is reading the affluent text format from the clipboard and surpass is reading the unpretentious text, with less-than-stellar results.

    Use a Third-Party Tool

    Let’s subsist honest. I referee a lot of people transfigure their surpass files to PDF because they don’t want the recipient to subsist able to reuse the data in Excel. route me a 450 page document in PDF and they device I won’t bear the time or inclination to acquire each page from PDF to Word and back to Excel. I actually had this exact problem once and converted the whole document back to an surpass database using Able2Extract. You can test out Able2Extract 7 with its free seven-day trial.

    The software is simple to use. Open the PDF file with Able2Extract. The first step is to identify which area(s) you want to import. If the document contains titles or page numbers in the header, you could select to crop the page to ignore those sections of the document. Able2Extract offers to transfigure the data to Excel, Word, PowerPoint, Publisher, HTML, or AutoCad, as shown in device 7.

    The result is shown in device 8. Able2Extract preserved the original font colors and numeric formatting. The process was not perfect; the font size changed from 11 point to 9 point and the right-justified headings moved back to the left. However, once I had the data in a table in Excel, it is easy enough to fix those issues.

    Able2Extract also offers a pro version that will exercise OCR to recognize characters in PDF documents that bear been created using a scanner. Download a free affliction from http://www.investintech.com/.

    Best Practice?

    It really should not subsist this difficult to obtain data out of a PDF file and back into Excel. If you bear a one-page table, the PDF-to-Word-to-Excel solution will toil suitably well. If you bear a several-page document with many different tables or repeating headers, then going to a third-party solution such as Able2Extract makes sense.

    Fig. 7

    MrExcel12Fig7

    Fig. 8

    MrExcel12Fig8

    Bill Jelen, a CFO contributing editor, runs MrExcel.com and is the author of 32 books about Microsoft Excel, including Charts & Graphs for surpass 2010. Post questions for future columns in the “Suggest a Topic” section of the Spreadsheet Community center on the right.



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    Publisher : McGraw-Hill (May 2018)
    ISBN10 : 1260682137
    ISBN13 : 9781260682137
    Our ISBN10 : 126009233X
    Our ISBN13 : 9781260092332
    Subject : Business & Economics
    Price : $80.00
    Understanding BusinessUnderstanding Business
    By William Nickels, James McHugh, Susan McHugh
    Publisher : McGraw-Hill (Jan 2018)
    ISBN10 : 1260277143
    ISBN13 : 9781260277142
    Our ISBN10 : 126009233X
    Our ISBN13 : 9781260092332
    Subject : Business & Economics
    Price : $77.00
    Understanding BusinessUnderstanding Business
    By William Nickels, James McHugh, Susan McHugh
    Publisher : McGraw-Hill (Jan 2018)
    ISBN10 : 1259929434
    ISBN13 : 9781259929434
    Our ISBN10 : 126009233X
    Our ISBN13 : 9781260092332
    Subject : Business & Economics
    Price : $76.00
    77-88877-888
    By Peter W. Cardon
    Publisher : McGraw-Hill (Jan 2017)
    ISBN10 : 1260128474
    ISBN13 : 9781260128475
    Our ISBN10 : 1259921883
    Our ISBN13 : 9781259921889
    Subject : Business & Economics, Communication & Media
    Price : $39.00
    77-88877-888
    By Peter Cardon
    Publisher : McGraw-Hill (Feb 2017)
    ISBN10 : 1260147150
    ISBN13 : 9781260147155
    Our ISBN10 : 1259921883
    Our ISBN13 : 9781259921889
    Subject : Business & Economics, Communication & Media
    Price : $64.00
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