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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 exigency to champion 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 limited 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 manufacture the reduce.

students between a while 13 and 22 spend 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: breathe 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 ultimate 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 rate 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 plot to settle on up ultimate 12 months.

Kevin is a rising sophomore at Dunbar exorbitant 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 utter his lecturers provided prizes to whomever earned the most the fastest, and a unusual 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 pattern score. He then decided to assume 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 state and country wide competitions in Excel, earning first location on the world championship was a challenge. utter 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, unusual 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 scholarship of."

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

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

"Even earlier than they begun the surpass awards, they savor been utter maxim that they believed in me," Kevin observed, "that [I] may execute it."

but the better fraction 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 breathe a software engineer, though he's not totally sure the plot his talents in surpass will assume him.

For now, Harry Potter World at balanced Studios is much sufficient.

"Thanks, Microsoft!"


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

    One of the options in LINEST(), available as its third argument, is to oblige the constant in the regression equation to a value of zero. Whether to execute so, regardless of the software in use, has been a contentious topic in the literature on regression analysis for decades. This paper touches only lightly on the question of whether it is preempt 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 sedate oversight in the LINEST() results when the option is selected. The oversight was not corrected until surpass 2003, and it remains in surpass 2010, in the values of R2 that can breathe displayed with chart trendlines. From the author of 

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

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

    where:

  • Y values represents the purview that contains the outcome variable (or the variable that is to breathe predicted by the regression equation).
  • X values represents the purview that contains the variable or variables that are used as predictors.
  • const is either just 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 just 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 trait of the regression equation as a means of gauging the energy of the relationship between the Y values and the X values.
  • Setting the const argument to erroneous can easily savor major implications for the nature of the results that LINEST() returns. And there is a existent 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 total district of regression analysis, regardless of the platform used to carry out the regression.

    Some credible practitioners believe that it's vital to oblige the constant to zero in unavoidable situations, usually in the context of regression discontinuity designs.

    Others, including myself, believe that if setting the constant to zero appears to breathe 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 sample of the disagreement between LINEST() results when the constant is calculated normally, and when it is forced to equal zero.

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

    In pattern 1, the two sets of results are based on the identical 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 identical 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 pattern 2, cells G15:H15 hold 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 purview from the import 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 pass to compute that pattern (and a useful pass to reckon 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 pattern 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 benchmark 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 pattern 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 identical value that you secure 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 utter as is expected according to the mathematics underlying regression analysis.

    Changing the divergence Basis to Zero

    Now examine the identical sort of analysis shown in pattern 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 pattern 3. They are both much larger than the sums of squares reported in pattern 2. The intuition is that the deviations that are squared and summed in pattern 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 intuition 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 enlarge the obvious value of R2. Using the sums of squares shown in pattern 2 and pattern 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 pattern 3 has resulted in an enlarge in the R2 from .595 to .813, and that's a substantial increase. But does it really import that the regression equation that's returned in pattern 3 is more accurate than the one returned in pattern 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 move 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 pattern 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 revert to pattern 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 accord 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 pattern 2 and pattern 3 has these effects on the obvious 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 obvious 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 import 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 utter 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 utter about.

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

    A Negative R2?

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

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

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

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

    How to secure a Negative R2

    The respond 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 pattern 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 import of the values.

    Also in pattern 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 pass to compute 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 compute 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 secure 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 utter versions of surpass equals the result of pointing SUMSQ(), not DEVSQ(), at the residual values. This is entirely correct, given that you want to oblige the constant to zero.

    The sum of squares residual using the balanced 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 import of the residuals () from each residual, square the difference, and sum the squared differences. Excel's DEVSQ() role does precisely this.

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

    or, more simply:

    Excel's SUMSQ() role does precisely this.

    The Mistake, Corrected—In Part

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

    But only in the situation where the import 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 oblige the constant to zero, and parade the R2 value on the chart, it can soundless exhibit up as a negative number. behold pattern 5.

    Figure 5 A negative R2 can soundless emerge with a chart's trendline.

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

    Conclusion

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


    Spreadsheets: poignant Data from PDF to surpass | killexams.com existent questions and Pass4sure dumps

    Editor’s Note:To read more about spreadsheets, participate a tip with other readers, or hint 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 breathe converted into either surpass or Access so as to breathe analyzed more easily. Can you provide best practices to accomplish this?”

    Recommended Stories:

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

    Figure 1 shows a simple table in Excel. In surpass 2010, employ File, rescue & Send, Create PDF/XPS Document as shown in pattern 2. The table will breathe accurately rendered in the PDF document as shown in pattern 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 pattern 4 (below, left). How can it breathe 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 unusual format designed by Microsoft to compete with the PDF format. An unscientific search of Google indicates that PDF has a 98.5% market participate compared with 1.5% for XPS. The surpass team smartly makes “PDF” the default choice. However, if you would instead rescue 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 breathe 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 savor a clue how to submit XPS files.

    The Microsoft Word Team Can secure It Right

    If this truly is a case of Microsoft purposely doing a imperfect 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 magnificient total wraps in that cell of the table, as shown in pattern 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 magnificient total cell. The result shown in pattern 6 (below) is passable.

    Fig. 6

    MrExcel12Fig6

    Why Can’t surpass secure This Right?

    For answers, I turned to Keith Bradbury of InvestInTech.com. Keith’s company is the inventor of Able2Extract, a program that can assume PDF files and swirl them back into surpass workbooks, Access tables, Word documents, and more. InvestInTech is the expert in the realm 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 plain 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 plain text, with less-than-stellar results.

    Use a Third-Party Tool

    Let’s breathe honest. I reckon a lot of people transform their surpass files to PDF because they don’t want the recipient to breathe able to reuse the data in Excel. transmit me a 450 page document in PDF and they pattern I won’t savor the time or inclination to assume each page from PDF to Word and back to Excel. I actually had this exact problem once and converted the total 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 transform the data to Excel, Word, PowerPoint, Publisher, HTML, or AutoCad, as shown in pattern 7.

    The result is shown in pattern 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 facile enough to fix those issues.

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

    Best Practice?

    It really should not breathe this difficult to secure data out of a PDF file and back into Excel. If you savor a one-page table, the PDF-to-Word-to-Excel solution will travail suitably well. If you savor 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 heart on the right.



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