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Choosing between the sign test, 1-Sample Wilcoxon test, and 1-sample t-test. If the distribution is not severely skewed and the sample size is greater than 20, use the 1-sample t-test. If the distribution is approximately symmetric and you have a relatively small sample, use the 1-Sample Wilcoxon test. If you are sampling from a non-symmetric.
PROS: Minitab is a user-friendly platform that is configurable and has a broad array of options when it comes to statistical tools and graph plotting. With its help, I can complete my analysis tasks quickly and accurately. CONS: Minitab is not compatible with many of the software our organization uses. So it has been difficult for us to import.

An assertion statement specifies a condition that you expect to be true at a point in your program. If that condition is not true, the assertion fails, execution of your program is interrupted, and the Assertion Failed dialog box appears.

The Minitab software is available through a number of vendors as well as at the Minitab Website. You can get a license for 6 or 12 months. You can get a license for 6 or 12 months. Minitab can also be accessed through Penn State's WebApps service although there are limitations to how it may be used in the web-based environment.

Visual Studio supports C++ assertion statements that are based on the following constructs:

MFC assertions for MFC programs.
ATLASSERT for programs that use ATL.
CRT assertions for programs that use the C run-time library.
The ANSI assert function for other C/C++ programs.
You can use assertions to catch logic errors, check results of an operation, and Test error conditions that should have been handled.

In this topic

How assertions work

When the debugger halts because of an MFC or C run-time library assertion, then if the source is available, the debugger navigates to the point in the source file where the assertion occurred. The assertion message appears in both the Output window and the Assertion Failed dialog box. You can copy the assertion message from the Output window to a text window if you want to save it for future reference. The Output window may contain other error messages as well. Examine these messages carefully, because they provide clues to the cause of the assertion failure.

Use assertions to detect errors during development. As a rule, use one assertion for each assumption. For example, if you assume that an argument is not NULL, use an assertion to test that assumption.

Assertions in Debug and Release builds

Assertion statements compile only if _DEBUG is defined. Otherwise, the compiler treats assertions as null statements. Therefore, assertion statements impose no overhead or performance cost in your final Release program, and allow you to avoid using #ifdef directives.

Side effects of using assertions

When you add assertions to your code, make sure the assertions do not have side effects. For example, consider the following assertion that modifies the nM value:

Because the ASSERT expression is not evaluated in the Release version of your program, nM will have different values in the Debug and Release versions. To avoid this problem in MFC, you can use the VERIFY macro instead of ASSERT. VERIFY evaluates the expression in all versions but does not check the result in the Release version.

Be especially careful about using function calls in assertion statements, because evaluating a function can have unexpected side effects.

VERIFY calls myFnctn in both the Debug and Release versions, so it is acceptable to use. However, using VERIFY imposes the overhead of an unnecessary function call in the Release version.

CRT assertions

The CRTDBG.H header file defines the _ASSERT and _ASSERTE macros for assertion checking.

Macro	Result
`_ASSERT`	If the specified expression evaluates to FALSE, the file name and line number of the `_ASSERT`.
`_ASSERTE`	Same as `_ASSERT`, plus a string representation of the expression that was asserted.

_ASSERTE is more powerful because it reports the asserted expression that turned out to be FALSE. This may be enough to identify the problem without referring to the source code. However, the Debug version of your application will contain a string constant for each expression asserted using _ASSERTE. If you use many _ASSERTE macros, these string expressions take up a significant amount of memory. If that proves to be a problem, use _ASSERT to save memory.

When _DEBUG is defined, the _ASSERTE macro is defined as follows:

If the asserted expression evaluates to FALSE, _CrtDbgReport is called to report the assertion failure (using a message dialog box by default). If you choose Retry in the message dialog box, _CrtDbgReport returns 1 and _CrtDbgBreak calls the debugger through DebugBreak.

If you need to temporarily disable all assertions, use _CtrSetReportMode.

Checking for Heap Corruption

The following example uses _CrtCheckMemory to check for corruption of the heap:

Checking Pointer Validity

The following example uses _CrtIsValidPointer to verify that a given memory range is valid for reading or writing.

The following example uses _CrtIsValidHeapPointer to verify a pointer points to memory in the local heap (the heap created and managed by this instance of the C run-time library — a DLL can have its own instance of the library, and therefore its own heap, outside of the application heap). This assertion catches not only null or out-of-bounds addresses, but also pointers to static variables, stack variables, and any other nonlocal memory.

Checking a Memory Block

The following example uses _CrtIsMemoryBlock to verify that a memory block is in the local heap and has a valid block type.

MFC assertions

MFC defines the ASSERT macro for assertion checking. It also defines the MFC ASSERT_VALID and CObject::AssertValid methods for checking the internal state of a CObject-derived object.

If the argument of the MFC ASSERT macro evaluates to zero or false, the macro halts program execution and alerts the user; otherwise, execution continues.

When an assertion fails, a message dialog box shows the name of the source file and the line number of the assertion. If you choose Retry in the dialog box, a call to AfxDebugBreak causes execution to break to the debugger. At that point, you can examine the call stack and use other debugger facilities to determine why the assertion failed. If you have enabled Just-in-time debugging, and the debugger was not already running, the dialog box can launch the debugger.

The following example shows how to use ASSERT to check the return value of a function:

You can use ASSERT with the IsKindOf function to provide type checking of function arguments:

The ASSERT macro produces no code in the Release version. If you need to evaluate the expression in the Release version, use the VERIFY macro instead of ASSERT.

MFC ASSERT_VALID and CObject::AssertValid

The CObject::AssertValid method provides run-time checks of the internal state of an object. Although you are not required to override AssertValid when you derive your class from CObject, you can make your class more reliable by doing this. AssertValid should perform assertions on all of the object's member variables to verify that they contain valid values. For example, it should check that pointer member variables are not NULL.

The following example shows how to declare an AssertValid function:

When you override AssertValid, call the base class version of AssertValid before you perform your own checks. Then use the ASSERT macro to check the members unique to your derived class, as shown here:

If any of your member variables store objects, you can use the ASSERT_VALID macro to test their internal validity (if their classes override AssertValid).

For example, consider a class CMyData, which stores a CObList in one of its member variables. The CObList variable, m_DataList, stores a collection of CPerson objects. An abbreviated declaration of CMyData looks like this:

The AssertValid override in CMyData looks like this:

CMyData uses the AssertValid mechanism to test the validity of the objects stored in its data member. The overriding AssertValid of CMyData invokes the ASSERT_VALID macro for its own m_pDataList member variable.

Validity testing does not stop at this level because the class CObList also overrides AssertValid. This override performs additional validity testing on the internal state of the list. Thus, a validity test on a CMyData object leads to additional validity tests for the internal states of the stored CObList list object.

With some more work, you could add validity tests for the CPerson objects stored in the list also. You could derive a class CPersonList from CObList and override AssertValid. In the override, you would call CObject::AssertValid and then iterate through the list, calling AssertValid on each CPerson object stored in the list. The CPerson class shown at the beginning of this topic already overrides AssertValid.

This is a powerful mechanism when you build for debugging. When you subsequently build for release, the mechanism is turned off automatically.

Limitations of AssertValid

A triggered assertion indicates that the object is definitely bad and execution will stop. However, a lack of assertion indicates only that no problem was found, but the object is not guaranteed to be good.

Using assertions

Catching logic errors

You can set an assertion on a condition that must be true according to the logic of your program. The assertion has no effect unless a logic error occurs.

For example, suppose you are simulating gas molecules in a container, and the variable numMols represents the total number of molecules. This number cannot be less than zero, so you might include an MFC assertion statement like this:

Or you might include a CRT assertion like this:

These statements do nothing if your program is operating correctly. If a logic error causes numMols to be less than zero, however, the assertion halts the execution of your program and displays the Assertion Failed Dialog Box.

Checking results

Assertions are valuable for testing operations whose results are not obvious from a quick visual inspection.

For example, consider the following code, which updates the variable iMols based on the contents of the linked list pointed to by mols:

The number of molecules counted by iMols must always be less than or equal to the total number of molecules, numMols. Visual inspection of the loop does not show that this will necessarily be the case, so an assertion statement is used after the loop to test for that condition.

Finding unhandled errors

You can use assertions to test for error conditions at a point in your code where any errors should have been handled. In the following example, a graphic routine returns an error code or zero for success.

If the error-handling code works properly, the error should be handled and myErr reset to zero before the assertion is reached. If myErr has another value, the assertion fails, the program halts, and the Assertion Failed Dialog Box appears.

Assertion statements are not a substitute for error-handling code, however. The following example shows an assertion statement that can lead to problems in the final release code:

This code relies on the assertion statement to handle the error condition. As a result, any error code returned by myGraphRoutine will be unhandled in the final release code.

Minitab
Original author(s)	Barbara F. Ryan, Thomas A. Ryan, Jr., and Brian L. Joiner
Developer(s)	Minitab, LLC
Initial release	1972
Stable release	20.2 / April 14, 2021; 3 months ago
Operating system	Windows, web app, formerly: Mac^[1]
Type	Statistical analysis
License	Trialware
Website	minitab.com

History[edit]

Minitab is a statistics package developed at the Pennsylvania State University by researchers Barbara F. Ryan, Thomas A. Ryan, Jr., and Brian L. Joiner in 1972. It began as a light version of OMNITAB 80, a statistical analysis program by NIST, which was conceived by Joseph Hilsenrath in years 1962-1964 as OMNITAB program for IBM 7090.^[2]^[3]The documentation for OMNITAB 80 was last published 1986, and there has been no significant development since then.^[4]

Minitab is distributed by Minitab, LLC, a privately owned company headquartered in State College, Pennsylvania.^[5] In 2020, during the COVID-19 pandemic, Minitab LLC requested and received between $5 million and $10 million under the Paycheck Protection Program to avoid having to let go 250 employees.^[6] As of 2021, Minitab LLC had subsidiaries in the UK, France, Germany, Hong Kong, and Australia.^[5]

Interoperability[edit]

Minitab, LLC also produces other software that can be used in conjunction with Minitab;^[7] Minitab Connect helps businesses centralize and organize their data, Quality Trainer is an eLearning package that teaches statistical concepts, Minitab Workspace provides project planning and visualization tools, and Minitab Engage^[8] is a tool for Idea and Innovation Management, as well as managing Six Sigma and Lean manufacturing deployments.

In October 2020, Minitab launched the first cloud-based version of its statistical software.^[9] As of June 2021, the Minitab Desktop app is only available for Windows, with a former version for MacOS (Minitab 19.x) no longer being supported.^[1]

References[edit]

^ ^a^b'Support Policy | Minitab'. www.minitab.com. Retrieved 2021-06-27.
^Peavy, Sally T. (1986). 'OMNITAB 80'. NBS Special Publication. 701: 1–2.
^'OMNITAB'. Digital Computer Newsletter :: Digital Computer Newsletter. 16 (1): 4–6. October 1962 – January 1964.
^'NIST OMNITAB 80'. Nist.gov. Retrieved 2018-01-30.
^ ^a^b'About Us | Minitab'. www.minitab.com. Retrieved 2021-02-16.
^Havener, Crispin (2020-07-07). 'Wide variety of local businesses sought federal PPP loans'. WJAC. Retrieved 2021-02-16.
^'Minitab Products'. Minitab.com. Retrieved 2018-01-30.
^'Minitab Launches Minitab Engage (TM) to Accelerate Idea Generation, Innovation and Business Transformation'. Globalnewswire.com. Retrieved 2021-03-29.
^'Minitab Launches New Solutions to Help Organizations Accelerate Digital Transformation'. globenewswire.com. Retrieved 2020-10-22.

External links[edit]

Official website

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