* New Bessel Algorithm, providing a higher degree of precision (12 decimal places) and still matching/exceeding MS Excel's precision across the range of values
* Complete Breakup Of Calculation/DateTime Functions
In conjunction with parallel breakups happening in other areas of Calculation, this change breaks up all the DateTime functions into their own classes. All methods remaining in DateTime itself have a doc block deprecation notice, and consist only of stub code to call the replacement methods. Coverage of DateTime itself and all the replacement methods is 100%.
There is only one substantive change to the code (see next paragraph). Among the non-substantive changes, it now adopts the same parsing technique (throwing and catching exceptions) already in use in Engineering and MathTrig. Boolean parameters are allowed in lieu of numbers when Excel allows them. Most of the code changes involve refactoring due to the need to avoid Scrutinizer "complexity" failures in what it will consider to be new methods.
Issue #1936 was opened just as I was staging this. It is now fixed. One existing WORKDAY test was wrong (noted in a comment in the test data file), and a bunch of new tests are added.
I found it confusing to use DateTime as a node of the the class name since most of the methods invoke native DateTime methods. So, everything is moved to directory DateTimeExcel, and that is what is used in the class names.
There are several follow-up activities that I am planning to undertake if this PR is merged.
- ODS supports dates well before 1900. There are exactly 2 assertions for this functionality. More are needed (and some functions might have to change to accept this).
- WEEKDAY has some poorly documented extra options for "style" which are not yet implemented.
- Most tests have been changed to use a formula as entered on a spreadsheet rather than a direct call to the method which implements the formula. There are 3 exceptions at this time. WORKDAY and NETWORKDAYS, which include arrays as part of their parameters, are more complicated than most. YEARFRAC was just too large to deal with now.
- There are direct calls to the now-deprecated methods in both source code and tests, mostly in Financial code, but possibly in others as well. These need to be changed.
- Some constants, none "officially" documented, remain in the original class. These should be either deleted or marked deprecated. I wasn't sure if deprecation was even possible (or desirable), and did not want that to be something which would cause Scrutinizer to fail the change.
* Deprecate Now-unused Constants, Fix Yearfrac bug, Change 3 Tests
Add new DateTime/Constants class, initially populated with constants used in Weeknum.
MS has another inconsistency with how it handles null cells in Yearfrac. Change PhpSpreadsheet to behave compatibly with this bug.
I have modified YearFrac, WorkDay, and NetworkDays tests to be more to my liking. Many tests added to YearFrac because of the bug above. Only minor modifications to the existing tests for the others.
* Start work on breaking down some of the Financial Excel functions
* Unhappy path unit tests for Treasury Bill functions
* Codebase for Treasury Bills includes logic for a different days between settlement and maturity calculation for OpenOffice; but Open/Libre Office now uses the Excel days calculation, so this discrepancy between packages is no longer required
* We've already converted the Settlement and Maturity dates to Excel timestamps, so there's no need to try doing it again when calculating the days between Settlement and Maturity
* Add Unit Tests for the Days per Year helper function
* Extract Interest Rate functions - EFFECT() and NOMINAL() - with additional validation, and unhappy path unit tests
* First pass at extracting the Coupon Excel functions
* Simplify the validation methods
* Extended unit tests to cover all combinations of frequency and basis, including leap years
Fix for COUPDAYSNC() when basis is US 360 and settlement date is the last day of the month
* Ensure that all Financial function code uses the new Helpers class for Days Per Year
* Bitwise Functions and 32-bit
When running the test suite with 32-bit PHP, a failure was reported in BITLSHIFT.
In fact, all of the following are vulnerable to problems, and didn't report
any failures only because of a scarcity of tests:
- BITAND
- BITOR
- BITXOR
- BITRSHIFT
- BITLSHIFT
Those last 2 can be resolved fairly easily by using multiplication by a power of 2
rather than shifting. The first 3 are a tougher nut to crack, and I will continue
to think how they might best be approached. For now, I have added skippable tests
for each of them, which at least documents the problem.
Aside from adding many new tests, some bugs were correctd:
- The function list in Calculation.php pointed BITXOR to BITOR.
- All 5 functions allow null/false/true parameters.
- BIT*SHIFT shift amount must be numeric, can be negative, allows decimal portion
(which is truncated to integer), and has an absolute value limit of 53.
- Because BITRSHIFT allows negative shift amount, its result can overflow
(in which case return NAN).
- All 5 functions disallow negative parameters (except ...SHIFT second parameter).
This was coded, but the code had been thwarted by an earlier is_int test.
* Full Support for AND/OR/XOR on 32-bit
Previous version did not support operands 2**32 through 2**48.
* Improve Coverage of BIN2DEC etc.
The following functions have some special handling
depending on the Calculation mode:
- BIN2DEC
- BIN2HEX
- BIN2OCT
- DEC2BIN
- DEC2HEX
- DEC2OCT
- HEX2BIN
- HEX2DEC
- HEX2OCT
- OCT2BIN
- OCT2DEC
- OCT2HEX
Ods accepts boolean for its numeric argument.
This had already been coded, but there were no tests for it.
Gnumeric allows the use of non-integer argument where Excel/Ods do not.
The existing code allowed this for certain functions but not for others.
Gnumeric consistently allows it, so there is no need for parameter
gnumericCheck in convertBase::ValidateValue.
Again, there were no tests for this.
There were some minor changes needed:
- In functions where you are allowed to specify the numnber of "places" in the
result, there is an upper bound of 10 which had not been enforced.
- Negative values were not handled correctly in some cases.
- There was at least one (avoidable) error on a 32-bit system.
- Some upper and lower bounds were not being enforced. In addition to enforcing
those, the bounds are now defined as class constants in ConvertDecimal.
Many tests have been added, so that Engineering is now almost 100% covered.
The exception is some BESSEL code. There have been some recent changes to
BESSEL which are not yet part of my fork, so I could not address those now.
However, I freely admit that, when I looked at the uncovered portion, it seemed
like it might be a difficult task, so I probably wouldn't have tackled it anyhow.
In particular, the uncovered code seemed to deal with very large numbers,
and, although PhpSpreadsheet and Excel both give very large results for these
conditions, their answers are not particularly close to each other. I think
we're dealing with resuts approaching infinity. More study is needed.
* First step extracting INDIRECT() and OFFSET() to their own classes
* Start building unit tests for OFFSET() and INDEX()
* Named ranges should be handled by the Calculation Engine, not by the implementation of the Excel INDIRECT() function
* When calling the calculation engine to get the range of cells to return, INDIRECT() and OFFSET() should use the instance of the calculation engine for the current workbook to benefit from cached results in that range
There's a couple of minor bugfixes in here; but it's basically just refactoring of the INDIRECT() and OFFSET() Excel functions into their own classes - still needs a lot of work on unit testing; and there's a lot more that could be improved in the code itself (including handling of the a1 flag for R1C1 format in INDIRECT()
* Continue MathTrig Breakup - Trig Functions
Continuing the process of breaking MathTrip.php up into smaller classes.
This round takes care of the trig and hyperbolic functions, plus a few others.
- COS, COSH, ACOS, ACOSH
- COT, COTH, ACOT, ACOTH
- CSC, CSCH
- SEC, SECH
- SIN, SINH, ASIN, ASINH
- TAN, TANH, ATAN, ATANH, ATAN2
- EVEN
- ODD
- SIGN
There are no bug fixes in this PR, except that boolean arguments are now
accepted for all these functions, as they are for Excel.
Taking a cue from what has been done in Engineering, the parameter validation
now happens in a routine which issues Exceptions for invalid values;
this simplifies the code in the functions themselves.
Consistent with earlier changes of this nature, the versions in the
MathTrig class remain, with a doc block indicating deprecation,
and a stub call to the new routines.
I think several more iterations will be needed to break up MathTrig completely.
* Extract LookupRef\INDEX() into index() method of LookupRef\Matrix class
Additional tests
* Bugfix for returning a column using INDEX()
* Some improvements to ROW() and COLUMN()
* Simplify some of the INDEX() logic, eliminating redundant code
* Start refactoring the Lookup and Reference functions
- COLUMN(), COLUMNS(), ROW() and ROWS()
- LOOKUP(), VLOOKUP() and HLOOKUP()
- Refactor TRANSPOSE() and ADDRESS() functions into their own classes
* Additional unit tests
- LOOKUP()
- TRANSPOSE()
- ADDRESS()
- Move TREND() functions into the Statistical Trends class
- Unit tests for TREND()
- Create Confidence class for Statistical Confidence functions, and the CONFIDENCE() method
* Start splitting some of the basic Statistical functions out into separate classes containing just a few similar functions
* Splitting some of the basic Statistical functions out into separate classes containing just a few similar functions - MAX(), MAXA(), MIN() and MINA()
* Splitting some more of the basic Statistical functions out into separate classes containing just a few similar functions - StandardDeviations and Variances
* 100% Coverage for Calculation/DateTime
The code in DateTime is now completely covered.
Along the way, some errors were discovered and corrected.
- The tests which have had to be changed at the start of every year are
replaced by more robust equivalents which do not require annual changes.
- Several places in the code where Gnumeric and OpenOffice were thought to differ
from Excel do not appear to have had any justification.
I have left a comment where such code has been removed.
- Use DateTime when possible rather than date, time, or strftime functions to avoid
potential Y2038 problems.
- Some impossible code has been removed, replaced by an explanatory comment.
- NETWORKDAYS had a bug when the start date was Sunday. There had been no tests
of this condition.
- Some functions allow boolean and null arguments where a number is expected.
This is more complicated than the equivalent situations in MathTrig because
the initial date for these calculations can be Day 1 rather than Day 0.
- More testing for dates from 1900-01-01 through the fictitious
everywhere-but-Excel 1900-01-29.
- This showed that there is an additional Excel bug - Excel evaluates
WEEKNUM(emptycell) as 0, which is not a valid result for
WEEKNUM without a second argument.
PhpSpreadsheet now duplicates this bug.
- There is a similar and even worse bug for 1904-01-01 in 1904 calculations.
Weeknum returns 0 for this,
but returns the correct value for arguments of 0 or null.
- DATEVALUE should accept 1900-02-29 (sigh) and relatives.
PhpSpreadsheet now duplicates this bug.
- Testing bootstrap sets default timezone. This appears to be a relic from
the releases of PHP where the unwise decision, subsequenly reversed,
was made to issue messages for
"no default timezone is set" rather than just use a sensible default.
This was a disruptive setting for some of the tests I added.
There is only one test in the entire suite which is default-timezone-dependent.
Setting and resetting of default timezone is moved to that test
(Reader/ODS/ODSTest), and out of bootstrap.
- There had been no testing of NOW() function.
- DATEVALUE test had no tests for 1904 calendar and needs some.
- DATE test changed 1900/1904 calendar in use without restoring it.
- WEEKDAY test had no tests for 1904 calendar and needs some.
- Which revealed a bug in Shared/Date (excelToDateTimeObject was not
recognizing 1904-01-01 as valid when 1904 calendar is in use).
- And an additional bug in that legal 1904-calendar values in the 0.0-1.0
range yielded the same "wrong" answers as 1900-calendar (see "One note" below).
Also the comment for one of the calendar-1904 tests was wrong in attempting
to identify what time of day the fraction represented.
I had wanted to break this up into a set of smaller modules, a process already
started for Engineering and MathTrig.
However the number of source code changes was sufficient that I wanted
a clean delta for this request.
If it is merged, I will work on breaking it up afterwards.
One note - Shared/Date/excelToDateTimeObject, when calendar-1900 is in use,
returns an unexpected result if its argument is between 0 and 1,
which is nominally invalid for that calendar.
It uses a base-1970 calendar in that instance. That check is not justifiable
for calendar-1904, where values in that range are legal,
so I made the check specific to calendar-1900,
and adjusted 3 1904 unit test results accordingly. However, I have to admit that
I don't understand why that check should be made even for calendar-1900.
It certainly doesn't match anything that Excel does.
I would recommend scrapping that code altogether.
If agreed, I would do this as part of the break-up into smaller modules.
Another note -
more controversially, it is clear that PhpSpreadsheet needs to support
the Excel and PHP date formats. Although it requires further study,
I am not convinced that it needs to support Unix timestamp format.
Since that is a potential source of Y2038 problems on 32-bit systems,
I would like to open a PR to deprecate the use of that format.
Please let me know if you are aware of a valid reason to continue to support it.
- Refactoring of the Statistical Conditional functions (`AVERAGEIF()`, `AVERAGEIFS()`, `COUNTIF()`, `COUNTIFS()`, `MAXIFS()` and `MINIFS()` to use the new Database functions codebase.
- Extended unit testing
- Fix handling for null values
- Fixes to wildcard text searches
There's still scope for further improvements to memory usage and performance; but for now the code is stable with all unit tests passing
* Enable support for dates and percentages in Excel Database functions, and CountIf/AverageIf/etc
* Enable support for booleans in Excel Database functions
* Refactor the Excel Database functions; and rewrite the query building to fix a bug with complex multi-criteria queries that involve both AND and OR conditions
* Fix handling for empty cells and NULL values in searches
* Expand unit tests; and add TODOs for dates, percentages, and wildcard text comparisons
* Support 'Forms' for ROMAN Function
This seems like an exceptionally silly thing for MS to have implemented
(Wikipedia on Roman Numerals: "There is no indication this is anything
other than an invention by the programmer").
Nevertheless, we can, and therefore probably should, implement it.
Not that I can implement it by an algorithm - Excel describes the various extra
styles as "more concise", "more concise", "more concise", and "simplified".
Nevertheless, since the universe of potential calls is relatively small,
it can be implemented as a table of values where the new forms would return
a different value than "classic". This table is relatively large, so I have
put it its own member to avoid overhead when the function is needed.
* Move ROMAN To Its Own Class
See discussion in PR #1837
* PHP 8.1 Deprecations
PHP8.1 Unit tests failed. 1 line fixes are available for
- Shared/Font
- Shared/XMLWriter
- Style/Color
- Writer/HTML
The problem is that an error is also reported for a strcmp at
line 272 of Cell/Cell. Not only does that line not invoke strcmp,
there is no strcmp in all of Cell/Cell, so I don't know what to make
of the error message. Oh well, let's fix what can be fixed.
Still dealing with the mysterious PHP8.1 unit test failure in Cell\Cell,
which seems to have something to do with strcmp. The only uses of
strcmp that I can find in src/ are in Calculation. I can't find any
use of it in test/ or samples/. So, if this doesn't fix the problem,
I may have to give up.
* ROUND Accepts null, false, and true as First Parameter
Issue #1789 was addressed by PR #1799. In a follow-up discussion,
it came to light that ROUND was not handling the unexpected case where the
first parameter is an empty cell in the same manner that Excel does.
Subsequent investigation showed that a boolean first parameter is permitted.
I broadened my investigation to include the following related functions.
- ROUNDUP
- ROUNDDOWN
- MROUND
- TRUNC
- INT
- FLOOR
- FLOOR.MATH
- FLOOR.PRECISE
- CEILING
- CEILING.MATH
- CEILING.PRECISE
All of these allow a NULL first parameter, and all except MROUND allow boolean.
For completeness, I will note that all treat null string as invalid.
I suspect there are other functions which permit
similarly unexpected parameters, but I consider them out of scope for this PR.
CEILING.MATH and CEILING.PRECISE were unimplemented, and are now supported
as part of this PR.
The tests for each of these functions have been re-coded, though all the original
test data is still included in the test cases, plus several new cases for each.
The new tests now take place as a user would invoke the functions,
through a spreadsheet cell rather than a
direct call to the appropriate function within Calculation/MathTrig.
Aside from being more realistic, the new tests are also more complete.
For example, FLOOR.MATH can take from 1-3 arguments, and the existing tests
confirmed that the function in Calculation could handle a single argument.
However, the function list in Calculation.php erroneously set the number of
arguments for FLOOR.MATH to exactly 3, so, if a user tried to get the calculated
result of a cell containing FLOOR.MATH(1.2), the result would be an Exception.
Aside from the parameter support, there are a few minor code changes.
Ods, as well as Gnumeric, allows the omission of the second parameter for
FLOAT and CEILING; Excel does not. A potential divide-by-zero error is
avoided in CEILING, FLOOR, and FLOORMATH.
I will note that it would probably be beneficial in terms of maintainability
to break MathTrig up into many individual modules. The same would hold for the
other Calculation modules. I would be willing to look into this if you agree
that it would be worthwhile.
* Extract Permutation functions from the Statistical class into a dedicated Permutations class
Retain the original methods in the Statistical class as stubs for BC, but deprecate them. They will be removed for PHPSpreadsheet v2
Note that unit tests still point to the Statistical class stubs; these should be modified to use the Permutations class directly when the stubs are removed
Also provided a basic implementationof the PERMUTATIONA() Function
* Extract remaining Financial function unit tests into separate test classes for each function
This makes it easier to manage unit tests if they are individual files rather than all in a single file
It also provides a stepping stone toward making it easier to test Excel functions when Excel errors no longer return a string, but an actual Excel exception that can be handled more cleanly
* Additional unit tests for previously untested financial functions, and some additions to follow untested paths
* Start splitting Financial function tests out from the large FinancialTests class into individual test classes for each function
* Problems Using Builtin PHP Functions Directly As Excel Functions
This fixes issue #1789.
As originally reported, stricter typing was causing PHP8 to throw
an exception when a non-numeric value was passed to the Round function.
Previous releases of PHP did not see this problem, however, on further
analysis, they were also incorrect in returning 0 as the result in the
erroneous situation, when they should have been returning a VALUE error.
Yet more analysis showed that other functions would also have problems,
and, in addition, might not handle invalid input (e.g. a negative length
passed to REPT) or output (e.g. NAN in the case of ACOS(2)) correctly.
The following MathTrig functions are affected:
ABS, ACOS, ACOSH, ASIN, ASINH, ATAN, ATANH,
COS, COSH, DEGREES (rad2deg), EXP, LN (log), LOG10,
RADIANS (deg2rad), REPT (str_repeat), SIN, SINH, SQRT, TAN, TANH.
One TextData function (REPT) is also affected.
This change lets PhpSpreadsheet validate the input for each of these
functions before passing control to the builtin, and handle the output
afterwards.
There were no explicit tests for any of these functions, a fact made
easy to ignore by the fact that PhpSpreadsheet delegated the heavy
lifting to PHP itself for these cases. A full suite of tests is
now added for each of the affected functions.
* Scrutinizer Recommendations
Only in 3 modules which are part of this PR.
* Improved Handling of Tan(PI/2)
Return DIV0 error for TAN when COS is very small.
* Additional Trig Tests
Results which should be infinity, i.e. DIV/0 error.
* `GAUSS()` and `GAMMA()`, `NORM.S.DIST()`, `LOGNORM.DIST()` and `F.DIST()` function implementations, and further unit tests for a number of the statistical functions
Co-authored-by: Adrien Crivelli <adrien.crivelli@gmail.com>
HTTP client must be configured via `Settings::setHttpClient()`. This is
a small breaking change, but only for the very few people who started using
WEBSERVICE from last version.
Fixes#1562Closes#1568
This request does not change any source code, only tests.
For a change on which I was working, a test passed when run on its own,
but failed when run as part of the full test suite. It turned out that
an existing test had changed a static value,
thousands separator in this case, and failed to restore it.
The test turned out to be AdvancedBinderTest.
The search for the offending test was more difficult than it should have
been because 26 test scripts which had nothing to do with thousands
separator nevertheless changed that value. They all changed
decimal separator, currency code, and compatibility mode as well,
again for no reason. I changed all of those to eliminate those operations.
I changed the following tests, which actually do change the static
properties identified above for a reason, to restore them as part of teardown.
- CalculationTest sets compatibilityMode and locale
- DayTest sets compatibilityMode, returnDateType, and excelCalendar
- CountTest sets compatibilityMode
- FunctionsTest sets compatibilityMode and returnDateType
- AdvancedValueBinderTest sets currencyCode, decimalSeparator, thousandsSeparator
- StringHelperTest sets currencyCode, decimalSeparator, thousandsSeparator
- NumberFormatTest sets currencyCode, decimalSeparator, thousandsSeparator
- HtmlNumberFormatTest sets currencyCode, decimalSeparator, thousandsSeparator
For functions introduced in Excel 2010 and beyond, Excel saves them
in formulas with the xlfn_ prefix. PhpSpreadsheet does not do this;
as a result, when a spreadsheet so created is opened, the cells
which use the new functions display a #NAME? error.
This the cause of bug report 1246:
https://github.com/PHPOffice/PhpSpreadsheet/issues/1246
This change corrects that problem when the Xlsx writer encounters
a 2010+ formula for a cell or a conditional style. A new class
Writer/Xlsx/Xlfn, with 2 static methods,
is introduced to facilitate this change.
As part of the testing for this, I found some additional problems.
When an unknown function name is used, Excel generates a #NAME? error.
However, when an unknown function is used in PhpSpreadsheet:
- if there are no parameters, it returns #VALUE!, which is wrong
- if there are parameters, it throws an exception, which is horrible
Both of these situations will now return #NAME?
Tests have been added for these situations.
The MODE (and MODE.SNGL) function is not quite in alignment with Excel.
MODE(3, 3, 4, 4) returns 3 in both Excel and PhpSpreadsheet.
However, MODE(4, 3, 3, 4) returns 4 in Excel, but 3 in PhpSpreadsheet.
Both situations will now match Excel's result.
Also, Excel allows its parameters for MODE to be an array,
but PhpSpreadsheet did not; it now will.
There had not been any tests for MODE. Now there are.
The SHEET and SHEETS functions were introduced in Excel 2013,
but were not introduced in PhpSpreadsheet. They are now introduced
as DUMMY functions so that they can be parsed appropriately.
Finally, in common with the "rate" changes for which I am
creating a pull request at the same time as this one:
samples/Basic/13_CalculationCyclicFormulae
PhpUnit started reporting an error like "too much regression".
The test deals with an infinite cyclic formula, and allowed
the calculation engine to run for 100 cycles. The actual number of cycles
seems irrelevant for the purpose of this test. I changed it to 15,
and PhpUnit no longer complains.
* Merge branch 'master' of C:\Projects\PHPOffice\PHPSpreadsheet\develop with conflicts.
* Argument fix
* Text Test functions refactored into individual test files
* Codestyle (line at eof)
* docblocks
* Merge branch 'master' of C:\Projects\PHPOffice\PHPSpreadsheet\develop with conflicts.
* New statistical tests
* Sniffs
* Additional statistical function unit tests
* Additional statistical function unit tests
* Fix case-sensitivity
* Fix HARMEAN code logic
* Unit tests refactored into individual files for all logical functions
Implemented IFNA()
* Fix silly typo
* NOT needs ...args to allow for test when no argument passed
* Codestyle
* Use instance asserts
* Merge branch 'master' of C:\Projects\PHPOffice\PHPSpreadsheet\develop with conflicts.
* Bessels, and set some date tests to defined/named arguments
* Fix test class naming
* Names arguments for math/trig tests
* Docblock updates
* More engineering function unit test refactorings
* More engineering function unit test refactorings. This time, moving on to the Complex engineering functions
* Fix ImConjugate test
* Fix parseComplex test
* Fix parseComplex test
* More of the complex number function unit tests refactored
* Finish refactoring of the complex number function unit tests
* Newer phpunit assertions
* Add parsecomplex unit test back until we're ready to drop the deprecated function; but as it doesn't use the specified data provider at all, drop reference to that
* Merge branch 'master' of C:\Projects\PHPOffice\PHPSpreadsheet\develop with conflicts.
* First pass at moving MathTrig tests into individual test files
* Appeasement to the great goddess PHPCS
* Appeasement to the great goddess PHPCS
* Minor scrutinizer issue resolved
* More refactoring of tests into individual test files fr each math/trig function
* More work on the math/trig test refactoring, plus a bit of tidyup of date/time tests as well
* Fix test
* Fix docblock in test
* Finish refactoring Math/Trig tests into separate files
* Fix SubTotal Test
* Import additional classes for SubTotal test
* Merge branch 'master' of C:\Projects\PHPOffice\PHPSpreadsheet\develop with conflicts.
* Separate out date/time tests into individual tests
* Need to update the version of phpunit at some point to deal with the new assertions and deprecated assertions
* Appease the CS Gods
* More refactoring of Date/Time tests
* Replace self assertions with instance assertions (looking forward to upgrading phpunit)
* Finish refactoring of date/time tests as individual tests
* Test for DateTimeInterface rather than for DateTime
* A few strict comparisons
* Fix to test names
* Merge branch 'master' of C:\Projects\PHPOffice\PHPSpreadsheet\develop with conflicts.
* Adjusted logic for COUNT() function to handle differences in EXCEL, GNUMERIC and OPENOFFICE modes for cells and for literal values
* Fix case-sensitivity in filenames
* Appeasing Codesniffer
* Resolve COUNTA() differences between cell values and literals
* Style fixes
* Start refactoring statistical function tests into individual tests rather than having a single, giant test for all statistical functions.... first step toward doing this for all tests
* More refactoring into separate tests
If all functions have their own individual test files, it should be a lot easier to identify which functions aren't covered by tests yet
* Missing last lines in files
Mark Baker
oleibman
Adrien Crivelli
paulkned
Dawid Warmuz
Paul Kievits