Correlation Co-efficient

I am trying to include a correlation co-efficient in my report to show the relationship between two variables that I am reporting against. Has anyone tried to do this previously? Is Oracle able to do this? Does it have any other standard Statistical abilities (e.g., standard deviation, moving average etc). Is there someplace I can get some example code or products I can plug in over the top of what we are currently doing (Reports and Graphics 6)
TIA
James

Hi,
Following is a list of Aggregate functions available with Oracle 8.1.6.
I'm not sure if Reports and/or Graphics 6 can use them all.
AVG, CORR, COUNT, COVAR_POP, COVAR_SAMP,
MAX, MIN, STDDEV, STDDEV_POP, STDDEV_SAMP, SUM, VAR_POP, VAR_SAMP, VARIANCE.
You can calculate a moving average in Reports. Simply create a summary column with Function: Average and Reset At: Report.
Hope this helps,
Pedro.
null

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    chillychin wrote:
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    Second Try
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        + 2826 _dispatch_mgr_thread  (in libdispatch.dylib) + 52  [0x7fff9703d152]
        +   2826 _dispatch_mgr_invoke  (in libdispatch.dylib) + 239  [0x7fff9703d43d]
        +     2826 kevent64  (in libsystem_kernel.dylib) + 10  [0x7fff90215662]
        2826 Thread_302466
        + 2826 thread_start  (in libsystem_pthread.dylib) + 13  [0x7fff90467fc9]
        +   2826 _pthread_start  (in libsystem_pthread.dylib) + 137  [0x7fff9046372a]
        +     2826 _pthread_body  (in libsystem_pthread.dylib) + 138  [0x7fff90463899]
        +       2826 _NSEventThread  (in AppKit) + 144  [0x7fff93ac616e]
        +         2826 CFRunLoopRunSpecific  (in CoreFoundation) + 309  [0x7fff965130b5]
        +           2826 __CFRunLoopRun  (in CoreFoundation) + 1161  [0x7fff96513779]
        +             2826 __CFRunLoopServiceMachPort  (in CoreFoundation) + 181  [0x7fff96514155]
        +               2826 mach_msg  (in libsystem_kernel.dylib) + 64  [0x7fff9020fd18]
        +                 2826 mach_msg_trap  (in libsystem_kernel.dylib) + 10  [0x7fff90210a1a]
        2826 Thread_310827: com.apple.NSURLConnectionLoader
        + 2826 thread_start  (in libsystem_pthread.dylib) + 13  [0x7fff90467fc9]
        +   2826 _pthread_start  (in libsystem_pthread.dylib) + 137  [0x7fff9046372a]
        +     2826 _pthread_body  (in libsystem_pthread.dylib) + 138  [0x7fff90463899]
        +       2826 __NSThread__main__  (in Foundation) + 1318  [0x7fff926b176b]
        +         2826 +[NSURLConnection(Loader) _resourceLoadLoop:]  (in Foundation) + 348  [0x7fff926b1967]
        +           2826 CFRunLoopRunSpecific  (in CoreFoundation) + 309  [0x7fff965130b5]
        +             2826 __CFRunLoopRun  (in CoreFoundation) + 1161  [0x7fff96513779]
        +               2826 __CFRunLoopServiceMachPort  (in CoreFoundation) + 181  [0x7fff96514155]
        +                 2826 mach_msg  (in libsystem_kernel.dylib) + 64  [0x7fff9020fd18]
        +                   2826 mach_msg_trap  (in libsystem_kernel.dylib) + 10  [0x7fff90210a1a]
        2826 Thread_310833: JavaScriptCore::BlockFree
        + 2826 thread_start  (in libsystem_pthread.dylib) + 13  [0x7fff90467fc9]
        +   2826 _pthread_start  (in libsystem_pthread.dylib) + 137  [0x7fff9046372a]
        +     2826 _pthread_body  (in libsystem_pthread.dylib) + 138  [0x7fff90463899]
        +       2826 ***::wtfThreadEntryPoint(void*)  (in JavaScriptCore) + 15  [0x7fff929adc5f]
        +         2826 JSC::BlockAllocator::blockFreeingThreadMain()  (in JavaScriptCore) + 261  [0x7fff929b89c5]
        +           2826 _pthread_cond_wait  (in libsystem_pthread.dylib) + 727  [0x7fff90465c3b]
        +             2826 __psynch_cvwait  (in libsystem_kernel.dylib) + 10  [0x7fff90214716]
        2826 Thread_310834: JavaScriptCore::Marking
        + 2826 thread_start  (in libsystem_pthread.dylib) + 13  [0x7fff90467fc9]
        +   2826 _pthread_start  (in libsystem_pthread.dylib) + 137  [0x7fff9046372a]
        +     2826 _pthread_body  (in libsystem_pthread.dylib) + 138  [0x7fff90463899]
        +       2826 ***::wtfThreadEntryPoint(void*)  (in JavaScriptCore) + 15  [0x7fff929adc5f]
        +         2826 JSC::GCThread::gcThreadMain()  (in JavaScriptCore) + 88  [0x7fff929b92c8]
        +           2826 JSC::GCThread::waitForNextPhase()  (in JavaScriptCore) + 119  [0x7fff929b9437]
        +             2826 _pthread_cond_wait  (in libsystem_pthread.dylib) + 727  [0x7fff90465c3b]
        +               2826 __psynch_cvwait  (in libsystem_kernel.dylib) + 10  [0x7fff90214716]
        2826 Thread_310861: com.apple.CFSocket.private
        + 2826 thread_start  (in libsystem_pthread.dylib) + 13  [0x7fff90467fc9]
        +   2826 _pthread_start  (in libsystem_pthread.dylib) + 137  [0x7fff9046372a]
        +     2826 _pthread_body  (in libsystem_pthread.dylib) + 138  [0x7fff90463899]
        +       2826 __CFSocketManager  (in CoreFoundation) + 867  [0x7fff9655fb83]
        +         2826 __select  (in libsystem_kernel.dylib) + 10  [0x7fff902149aa]
        143 Thread_324056
          143 start_wqthread  (in libsystem_pthread.dylib) + 13  [0x7fff90467fb9]
            143 _pthread_wqthread  (in libsystem_pthread.dylib) + 330  [0x7fff90464f08]
              143 __workq_kernreturn  (in libsystem_kernel.dylib) + 10  [0x7fff90214e6a]
    Total number in stack (recursive counted multiple, when >=5):
            5       _pthread_body  (in libsystem_pthread.dylib) + 138  [0x7fff90463899]
            5       _pthread_start  (in libsystem_pthread.dylib) + 137  [0x7fff9046372a]
            5       thread_start  (in libsystem_pthread.dylib) + 13  [0x7fff90467fc9]
    Sort by top of stack, same collapsed (when >= 5):
            __psynch_cvwait  (in libsystem_kernel.dylib)        5652
            mach_msg_trap  (in libsystem_kernel.dylib)        5652
            semaphore_wait_trap  (in libsystem_kernel.dylib)        5652
            __select  (in libsystem_kernel.dylib)        2826
            kevent64  (in libsystem_kernel.dylib)        2826
            __workq_kernreturn  (in libsystem_kernel.dylib)        143
    Binary Images:
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           0x102b65000 -        0x102b6bff7  com.apple.preferences.icloud (317 - 329) <257515A5-7D0F-351C-9346-C50AF2AF1856> /System/Library/PreferencePanes/iCloudPref.prefPane/Contents/MacOS/iCloudPref
           0x102b7a000 -        0x102b99ff7  com.apple.icloud.iaplugin (426 - 459) <DB692087-05B0-385A-9281-58C8EBEB607A> /System/Library/InternetAccounts/iCloud.iaplugin/Contents/MacOS/iCloud
           0x102bbe000 -        0x102bc8ff7  com.apple.mail.iaplugin (7.2 - 1874) <80A653D9-55FD-3214-A477-67B1340755D0> /System/Library/InternetAccounts/Mail.iaplugin/Contents/MacOS/Mail
           0x102bd2000 -        0x102bdeff7  com.apple.calendar.iaplugin (7.0 - 1366) <C5D4A563-A116-3442-98A9-D71B17F1E211> /System/Library/InternetAccounts/Calendar.iaplugin/Contents/MacOS/Calendar
           0x102be7000 -        0x102be8fff  com.apple.AddressBook.LocalSourceBundle (8.0 - 1369) <FC0AC7FD-5351-3F6B-9D24-DD3BAA52C5ED> /System/Library/Address Book Plug-Ins/LocalSource.sourcebundle/Contents/MacOS/LocalSource
           0x102c15000 -        0x102c1dfff  com.apple.contacts.iaplugin (8.0 - 1369) <A3DE5B6F-C9FE-3FE8-8C25-7BE98F64CA25> /System/Library/InternetAccounts/AddressBook.iaplugin/Contents/MacOS/AddressBoo k
           0x10543a000 -        0x1054c0fff  com.apple.AOSUI (1.2 - 273) <92D761D5-1ABC-3A29-9306-018570EF6005> /System/Library/PrivateFrameworks/AOSUI.framework/Versions/A/AOSUI
           0x105aef000 -        0x105af3ff7  com.apple.DirectoryServicesSource (8.0 - 1369) <7D4F2AE3-325D-36BA-8DA7-590CFC67AF49> /System/Library/Address Book Plug-Ins/DirectoryServices.sourcebundle/Contents/MacOS/DirectoryServices
           0x105afa000 -        0x105b46ff6  com.apple.AddressBook.CardDAVPlugin (10.9 - 424) <F31B84D6-DCFA-3834-BA28-AC53FE98B03F> /System/Library/Address Book Plug-Ins/CardDAVPlugin.sourcebundle/Contents/MacOS/CardDAVPlugin
           0x105b75000 -        0x105b80fff  com.apple.Notes.iaplugin (2.0 - 284) <BF5A1CB0-1040-3781-B19B-C7C4C864DFEC> /System/Library/InternetAccounts/Notes.iaplugin/Contents/MacOS/Notes
           0x105b89000 -        0x105b8cfff  libspindump.dylib (161.2) <B8AA261C-AACA-3924-AB0E-06E2C37E48B0> /usr/lib/libspindump.dylib
           0x105bba000 -        0x105bc6ff7  com.apple.reminders.iaplugin (7.0 - 1366) <746ABED7-9075-34FA-B938-19D19FAF06B9> /System/Library/InternetAccounts/Reminders.iaplugin/Contents/MacOS/Reminders
           0x105cf8000 -        0x105d0aff7  com.apple.webcontentfilter.framework (5.1 - 5.1) <8DBB3836-0272-3CA9-8E3D-BD5A985830EC> /System/Library/PrivateFrameworks/WebContentAnalysis.framework/WebContentAnalys is
           0x105d5c000 -        0x105d5efff  apop.so (170.1) <97DD24EE-D5F4-34EB-B521-D7BA883D2606> /usr/lib/sasl2/apop.so
           0x105d62000 -        0x105d72ff7  dhx.so (170.1) <E4299F4A-F42C-397A-A306-58161EFD7686> /usr/lib/sasl2/dhx.so
           0x105d7e000 -        0x105d86fff  digestmd5WebDAV.so (170.1) <B11199EC-EF62-3592-AE51-38EBD1B6282F> /usr/lib/sasl2/digestmd5WebDAV.so
           0x105d8b000 -        0x105d8dfff  libanonymous.2.so (170) <D1297C21-A57B-311E-9006-C3FB8689849A> /usr/lib/sasl2/libanonymous.2.so
           0x105d91000 -        0x105d93fff  libcrammd5.2.so (170) <940A42FC-C634-354E-AD74-691CD90A1427> /usr/lib/sasl2/libcrammd5.2.so
           0x105d98000 -        0x105da0ff7  libdigestmd5.2.so (170) <122C0383-F9B2-34D1-89AF-D317BC4D5164> /usr/lib/sasl2/libdigestmd5.2.so
           0x105da5000 -        0x105da9fff  libgssapiv2.2.so (170) <AA58D85E-916C-3B0B-959A-DCC58497D0F2> /usr/lib/sasl2/libgssapiv2.2.so
           0x105dae000 -        0x105db0fff  login.so (170) <7D801D4E-A1A4-32FC-BF2E-9F25DB902523> /usr/lib/sasl2/login.so
           0x105db4000 -        0x105db9fff  libntlm.so (170) <18693B29-154F-339C-A329-4C42A43F6428> /usr/lib/sasl2/libntlm.so
           0x105dbe000 -        0x105dc5fff  libotp.2.so (170) <D1C70F92-1C75-340B-AD53-0C2CD79144FF> /usr/lib/sasl2/libotp.2.so
           0x105dce000 -        0x105dd0fff  libplain.2.so (170) <E9C3B22A-5958-3869-B778-55948D1EC2B7> /usr/lib/sasl2/libplain.2.so
           0x105dd4000 -        0x105dd8ffd  libpps.so (170.1) <C7604F07-E966-33F7-8727-93F000CBA92F> /usr/lib/sasl2/libpps.so
           0x105ddd000 -        0x105de0fff  mschapv2.so (170.1) <C79F63BB-E66D-3552-9C4C-2D3EB14CEE01> /usr/lib/sasl2/mschapv2.so
           0x105de5000 -        0x105e0dff6  com.apple.DirectoryService.PasswordServerFramework (10.9 - 36) <C36B818F-C1FE-3F3F-A01C-F4613F570D4D> /System/Library/PrivateFrameworks/PasswordServer.framework/Versions/A/PasswordS erver
           0x105e23000 -        0x105e25fff  pwauxprop.so (400.1) <B95FA3F5-0EE9-335E-BBC7-FDEDEB7F18F0> /usr/lib/sasl2/pwauxprop.so
           0x105e2a000 -        0x105e2cfff  shadow_auxprop.so (170.1) <E02127CB-F9C0-3E3B-ABBB-473EC0CB6DE7> /usr/lib/sasl2/shadow_auxprop.so
           0x105e31000 -        0x105e33fff  smb_nt.so (170.1) <B508FD03-CE31-3B93-91D7-440BEDAD9581> /usr/lib/sasl2/smb_nt.so
           0x105e38000 -        0x105e3afff  smb_ntlmv2.so (170.1) <938D40AF-BEB3-3F55-B409-C84E3C2886FD> /usr/lib/sasl2/smb_ntlmv2.so
        0x7fff60b39000 -     0x7fff60b6c817  dyld (239.4 - ???) <2B17750C-ED1B-3060-B64E-21897D08B28B> /usr/lib/dyld
        0x7fff8a88f000 -     0x7fff8a890ff7  libSystem.B.dylib (1197.1.1) <5292BF21-9406-32D5-8BB3-7DD02C672FA0> /usr/lib/libSystem.B.dylib
        0x7fff8a891000 -     0x7fff8a9ffff7  libBLAS.dylib (1094.5) <DE93A590-5FA5-32A2-A16C-5D7D7361769F> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.fr amework/Versions/A/libBLAS.dylib
        0x7fff8aa00000 -     0x7fff8aa0bff7  com.apple.DirectoryService.Framework (10.9 - 173.90.1) <A9866D67-C5A8-36D1-A1DB-E2FA60328698> /System/Library/Frameworks/DirectoryService.framework/Versions/A/DirectoryServi ce
        0x7fff8aa4e000 -     0x7fff8acaffff  com.apple.imageKit (2.5 - 774) <AACDE16E-ED9F-3B3F-A792-69BA1942753B> /System/Library/Frameworks/Quartz.framework/Versions/A/Frameworks/ImageKit.fram ework/Versions/A/ImageKit
        0x7fff8acb0000 -     0x7fff8acd4ff7  libJPEG.dylib (1042) <33648F26-A1DA-3C30-B15B-E9FFD41DB25C> /System/Library/Frameworks/ImageIO.framework/Versions/A/Resources/libJPEG.dylib
        0x7fff8acd5000 -     0x7fff8ad34fff  com.apple.framework.CoreWLAN (4.3.2 - 432.47) <AE6FAE44-918C-301C-A0AA-C65CAB6B5668> /System/Library/Frameworks/CoreWLAN.framework/Versions/A/CoreWLAN
        0x7fff8ad35000 -     0x7fff8ad38ffa  libCGXType.A.dylib (599.20.11) <C0B41DDE-0988-3652-B03B-9E5EB0DABAEB> /System/Library/Frameworks/CoreGraphics.framework/Versions/A/Resources/libCGXTy pe.A.dylib
        0x7fff8ad39000 -     0x7fff8b11affe  libLAPACK.dylib (1094.5) <7E7A9B8D-1638-3914-BAE0-663B69865986> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.fr amework/Versions/A/libLAPACK.dylib
        0x7fff8b11b000 -     0x7fff8b120fff  com.apple.DiskArbitration (2.6 - 2.6) <A4165553-770E-3D27-B217-01FC1F852B87> /System/Library/Frameworks/DiskArbitration.framework/Versions/A/DiskArbitration
        0x7fff8b121000 -     0x7fff8b12bff7  libcsfde.dylib (380) <A3673EC2-5B81-3190-9BA5-F27013118EC6> /usr/lib/libcsfde.dylib
        0x7fff8b12c000 -     0x7fff8b20bfff  libcrypto.0.9.8.dylib (50) <B95B9DBA-39D3-3EEF-AF43-44608B28894E> /usr/lib/libcrypto.0.9.8.dylib
        0x7fff8b20c000 -     0x7fff8b3b9f27  libobjc.A.dylib (551.1) <AD7FD984-271E-30F4-A361-6B20319EC73B> /usr/lib/libobjc.A.dylib
        0x7fff8b3ba000 -     0x7fff8b3ccfff  com.apple.ImageCapture (9.0 - 9.0) <BE0B65DA-3031-359B-8BBA-B9803D4ADBF4> /System/Library/Frameworks/Carbon.framework/Versions/A/Frameworks/ImageCapture. framework/Versions/A/ImageCapture
        0x7fff8b3cd000 -     0x7fff8b50efff  com.apple.QTKit (7.7.3 - 2826.17) <ADA1EF77-57D2-3E7E-8526-8F0B732C1218> /System/Library/Frameworks/QTKit.framework/Versions/A/QTKit
        0x7fff8b50f000 -     0x7fff8b510ffb  libremovefile.dylib (33) <3543F917-928E-3DB2-A2F4-7AB73B4970EF> /usr/lib/system/libremovefile.dylib
        0x7fff8b535000 -     0x7fff8b597ff7  com.apple.WhitePagesFramework (10.7.0 - 141.0) <F95E1174-37B7-300C-8ECE-E67A711B6721> /System/Library/PrivateFrameworks/WhitePages.framework/Versions/A/WhitePages
        0x7fff8b5ee000 -     0x7fff8b6a6ff7  com.apple.DiscRecording (8.0 - 8000.4.6) <CDAAAD04-A1D0-3C67-ABCC-EFC9E8D44E7E> /System/Library/Frameworks/DiscRecording.framework/Versions/A/DiscRecording
        0x7fff8b6b4000 -     0x7fff8b705fff  com.apple.QuickLookFramework (5.0 - 622.7) <17685CEC-C94B-3F83-ADE1-B24840B35E44> /System/Library/Frameworks/QuickLook.framework/Versions/A/QuickLook
        0x7fff8b706000 -     0x7fff8b712ff7  com.apple.KerberosHelper (4.0 - 1.0) <6D64703B-D7A3-3EF7-89AB-16F7F89333FC> /System/Library/PrivateFrameworks/KerberosHelper.framework/Versions/A/KerberosH elper
        0x7fff8b73d000 -     0x7fff8b7dafff  com.apple.imcore (10.0 - 1000) <DF924E35-74AB-389C-9279-1828518218F8> /System/Library/PrivateFrameworks/IMCore.framework/Versions/A/IMCore
        0x7fff8b7db000 -     0x7fff8b7e3fff  libsystem_dnssd.dylib (522.90.2) <A0B7CF19-D9F2-33D4-8107-A62184C9066E> /usr/lib/system/libsystem_dnssd.dylib
        0x7fff8b7e4000 -     0x7fff8b831fff  com.apple.AppleVAFramework (5.0.27 - 5.0.27) <D01B7D87-4BDC-3E48-A79B-951D05075F9D> /System/Library/PrivateFrameworks/AppleVA.framework/Versions/A/AppleVA
        0x7fff8b83c000 -     0x7fff8bc8afff  com.apple.VideoToolbox (1.0 - 1273.49) <27177077-9107-3E06-ADAD-92B80E80CDCD> /System/Library/Frameworks/VideoToolbox.framework/Versions/A/VideoToolbox
        0x7fff8bc8b000 -     0x7fff8bcddfff  libc++.1.dylib (120) <4F68DFC5-2077-39A8-A449-CAC5FDEE7BDE> /usr/lib/libc++.1.dylib
        0x7fff8bcde000 -     0x7fff8be00ff1  com.apple.avfoundation (2.0 - 651.12) <5261E6EA-7476-32B2-A12A-D42598A9B2EA> /System/Library/Frameworks/AVFoundation.framework/Versions/A/AVFoundation
        0x7fff8be01000 -     0x7fff8be0cff7  com.apple.NetAuth (5.0 - 5.0) <C811E662-9EC3-3B74-808A-A75D624F326B> /System/Library/PrivateFrameworks/NetAuth.framework/Versions/A/NetAuth
        0x7fff8be0d000 -     0x7fff8bedeff1  com.apple.DiskImagesFramework (10.9 - 371.1) <96C40A82-D2F7-310D-879B-7D8960510878> /System/Library/PrivateFrameworks/DiskImages.framework/Versions/A/DiskImages
        0x7fff8bedf000 -     0x7fff8cd2dfff  com.apple.WebCore (9537 - 9537.74.11) <9683BA7C-A04B-3E33-B195-DCF1C2CABF95> /System/Library/Frameworks/WebKit.framework/Versions/A/Frameworks/WebCore.frame work/Versions/A/WebCore
        0x7fff8cd2e000 -     0x7fff8cd36fff  libMatch.1.dylib (19) <021293AB-407D-309A-87F5-8E782F46753E> /usr/lib/libMatch.1.dylib
        0x7fff8cd37000 -     0x7fff8cd39fff  com.apple.marco (10.0 - 1000) <FC7EF8C7-5EDF-3720-BAEC-281F12A7A3F8> /System/Library/PrivateFrameworks/Marco.framework/Versions/A/Marco
        0x7fff8cd3a000 -     0x7fff8cd3dfff  com.apple.AppleSystemInfo (3.0 - 3.0) <61FE171D-3D88-313F-A832-280AEC8F4AB7> /System/Library/PrivateFrameworks/AppleSystemInfo.framework/Versions/A/AppleSys temInfo
        0x7fff8cd84000 -     0x7fff8cd88ff7  libGIF.dylib (1042) <C57840F6-1C11-3273-B4FC-956950B94034> /System/Library/Frameworks/ImageIO.framework/Versions/A/Resources/libGIF.dylib
        0x7fff8cd89000 -     0x7fff8cd89fff  com.apple.Cocoa (6.8 - 20) <E90E99D7-A425-3301-A025-D9E0CD11918E> /System/Library/Frameworks/Cocoa.framework/Versions/A/Cocoa
        0x7fff8cd8f000 -     0x7fff8cdbefd2  libsystem_m.dylib (3047.16) <B7F0E2E4-2777-33FC-A787-D6430B630D54> /usr/lib/system/libsystem_m.dylib
        0x7fff8cdbf000 -     0x7fff8cdccff7  libxar.1.dylib (202) <5572AA71-E98D-3FE1-9402-BB4A84E0E71E> /usr/lib/libxar.1.dylib
        0x7fff8cdcd000 -     0x7fff8cdd2fff  com.apple.NetFSServer (2.0 - 1) <9B7BAA23-4D4D-30A2-8538-DFD3B1E347A6> /System/Library/PrivateFrameworks/NetFSServer.framework/Versions/A/NetFSServer
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  • Most efficient way to delete "removed" photos from hard disk?

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