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Now that you understand the problems and the desired results and have created and populated the sample tables, you are ready to start working on solutions. I encourage you to come up with your own solutions and test and tune them against the big table before you look at my solutions.

As with RSI, when Stochastics remains overbought or oversold for long time periods, it remains frustrating to many traders In fact, then Stochastics could lose its edge, especially in trending markets During a trending market environment, you ll want to confirm Stochastics with other indicators Stochastics signals have been misinterpreted in the past For example, some authors incorrectly made hard-and-fast rules (an example of bad advice: sell when Stochastics goes above 80 or buy when it drops below 20), causing some readers to lose money Just as with RSI, the Stochastics range shifts, depending on the type of market you re in The best advice this author can give is to use Stochastics with care It s a superb tool that can be easily misused To use this indi-

I ll present four solutions to the gaps problem: two using subqueries, one using ranking calculations, and (how can I not ) one using the notorious cursors. I ll conclude this section with a performance summary.

For example, the following statement saves the open workbook named Amortization xlsx as a shared workbook under the same filename:

SELECT seqval + 1 AS start_range, (SELECT MIN(B.seqval) FROM dbo.NumSeq AS B WHERE B.seqval > A.seqval) - 1 AS end_range FROM dbo.NumSeq AS A WHERE NOT EXISTS (SELECT * FROM dbo.NumSeq AS B WHERE B.seqval = A.seqval + 1) AND seqval < (SELECT MAX(seqval) FROM dbo.NumSeq);

cator properly, it s best to do your homework before investing real money into the market If you d like to learn more about Stochastics, go to 12 for additional resources Short-Term Signals Stochastics comes in two speeds, fast and slow, with two (and sometimes three) signal lines, %D (the slower line) and %K (the faster line) Given the choice between Fast Stochastics or Slow Stochastics, you might want to start with Slow Stochastics Why It s easier, slower, and generates fewer signals The downside is there is a slight signal lag when compared with Fast Stochastics On the other hand, as a short-term trader, Fast Stochastics might be just what you re looking for

save workbook as workbook ("Amortizationxlsx") filename "Transfer:Examples:Excel:Amortizationxlsx" access mode shared

This solution is based on subqueries In order to understand it you should first focus on the filtering activity in the WHERE clause and then proceed to the activity in the SELECT list The purpose of the NOT EXISTS predicate in the WHERE clause is to filter only points that are a point before a gap You can identify a point before a gap when you see that for such a point, the value plus 1 doesn t exist in the sequence The purpose of the second predicate in the WHERE clause is to filter out the maximum value from the sequence because it represents the point before infinity, which does not concern us That filter left only points that are a point before a gap What remains is to relate to each such point the next point that exists in the sequence.

A subquery in the SELECT list is used to return for each point the minimum value that is greater than the current point This is one way to implement the concept of next in SQL Each pair is made of a point before a gap, and the next point that exists in the sequence represents a pair of values bounding a gap To get the start and end points of the gap, add 1 to the point before the gap, and subtract 1 from the point after the gap This solution performs well, and I must say that I m a bit surprised by the efficiency of the execution plan for this query Against the BigNumSeq table, this solution ran for only about 8 seconds on my system, and incurred 62,262 logical reads.