[] Dendrochronology Program Library Run RITAL Program COF 09:07 Fri 02 Jan 2004 Page 1 [] [] P R O G R A M C O F E C H A Version 6.06P 25205 ------------------------------------------------------------------------------------------------------------------------------------ QUALITY CONTROL AND DATING CHECK OF TREE-RING MEASUREMENTS File of DATED series: rital.tu_ CONTENTS: Part 1: Title page, options selected, summary, absent rings by series Part 2: Histogram of time spans Part 3: Master series with sample depth and absent rings by year Part 4: Bar plot of Master Dating Series Part 5: Correlation by segment of each series with Master Part 6: Potential problems: low correlation, divergent year-to-year changes, absent rings, outliers Part 7: Descriptive statistics RUN CONTROL OPTIONS SELECTED VALUE 1 Cubic smoothing spline 50% wavelength cutoff for filtering 32 years 2 Segments examined are 50 years lagged successively by 25 years 3 Autoregressive model applied A Residuals are used in master dating series and testing 4 Series transformed to logarithms Y Each series log-transformed for master dating series and testing 5 CORRELATION is Pearson (parametric, quantitative) Critical correlation, 99% confidence level .3281 6 Master dating series saved C 7 Ring measurements listed N 8 Parts printed 1234567 9 Absent rings are omitted from master series and segment correlations (Y) Time span of Master dating series is 1676 to 1844 169 years Continuous time span is 1676 to 1844 169 years Portion with two or more series is 1679 to 1844 166 years **************************************** *C* Number of dated series 17 *C* *O* Master series 1676 1844 169 yrs *O* *F* Total rings in all series 2040 *F* *E* Total dated rings checked 2037 *E* *C* Series intercorrelation .474 *C* *H* Average mean sensitivity .168 *H* *A* Segments, possible problems 9 *A* *** Mean length of series 120.0 *** **************************************** ABSENT RINGS listed by SERIES: (See Master Dating Series for absent rings listed by year) No ring measurements of zero value PART 2: TIME PLOT OF TREE-RING SERIES: 09:07 Fri 02 Jan 2004 Page 2 ------------------------------------------------------------------------------------------------------------------------------------ 1050 1100 1150 1200 1250 1300 1350 1400 1450 1500 1550 1600 1650 1700 1750 1800 1850 1900 1950 2000 2050 Ident Seq Time-span Yrs : : : : : : : : : : : : : : : : : : : : : -------- --- ---- ---- ---- . . . . . . . . . . . . . . <=========>. . . . . OMA0462A 1 1749 1844 96 . . . . . . . . . . . . . . <=========>. . . . . OMA0462B 2 1747 1844 98 . . . . . . . . . . . . . . <===========>. . . . . OMA0463B 3 1724 1844 121 . . . . . . . . . . . . . <=============> . . . . . OMA0464A 4 1676 1815 140 . . . . . . . . . . . . . <================>. . . . . OMA0464B 5 1679 1844 166 . . . . . . . . . . . . . .<============>. . . . . OMA0465A 6 1718 1840 123 . . . . . . . . . . . . . . <==========> . . . . . OMA0465B 7 1720 1838 119 . . . . . . . . . . . . . <==========> . . . . . OMA0468A 8 1705 1818 114 . . . . . . . . . . . . . <==========> . . . . . OMA0468B 9 1705 1818 114 . . . . . . . . . . . . . <===========> . . . . . OMA0469A 10 1694 1817 124 . . . . . . . . . . . . . <===========> . . . . . OMA0469B 11 1694 1817 124 . . . . . . . . . . . . . <============> . . . . . OMA0470A 12 1680 1818 139 . . . . . . . . . . . . . <===========> . . . . . OMA0470B 13 1680 1803 124 . . . . . . . . . . . . . . <========> . . . . . OMA0471A 14 1725 1819 95 . . . . . . . . . . . . . . <========> . . . . . OMA0471B 15 1725 1819 95 . . . . . . . . . . . . . <===========> . . . . . OMA0472A 16 1694 1817 124 . . . . . . . . . . . . . <===========> . . . . . OMA0472B 17 1694 1817 124 : : : : : : : : : : : : : : : : : : : : : 1050 1100 1150 1200 1250 1300 1350 1400 1450 1500 1550 1600 1650 1700 1750 1800 1850 1900 1950 2000 2050 PART 3: Master Dating Series: 09:07 Fri 02 Jan 2004 Page 3 ------------------------------------------------------------------------------------------------------------------------------------ Year Value No Ab Year Value No Ab Year Value No Ab Year Value No Ab Year Value No Ab Year Value No Ab ------------------ ------------------ ------------------ ------------------ ------------------ ------------------ 1700 1.306 8 1750 -.690 17 1800 -.897 17 1701 .020 8 1751 -1.457 17 1801 -.970 17 1702 .475 8 1752 .659 17 1802 .122 17 1703 .311 8 1753 1.135 17 1803 -.946 17 1704 1.362 8 1754 1.980 17 1804 -.353 16 1705 .445 10 1755 1.144 17 1805 1.030 16 1706 .735 10 1756 .867 17 1806 -1.324 16 1707 1.944 10 1757 1.007 17 1807 .556 16 1708 -.399 10 1758 .322 17 1808 -1.123 16 1709 -.801 10 1759 .755 17 1809 -.049 16 1710 -.131 10 1760 .561 17 1810 -.994 16 1711 -.557 10 1761 -.171 17 1811 -.460 16 1712 -1.038 10 1762 1.130 17 1812 .765 16 1713 -.797 10 1763 .681 17 1813 .463 16 1714 -.214 10 1764 .548 17 1814 .391 16 1715 1.214 10 1765 1.192 17 1815 .521 16 1716 .380 10 1766 -.005 17 1816 -1.056 15 1717 .520 10 1767 -1.253 17 1817 .513 15 1718 .054 11 1768 -.845 17 1818 .887 11 1719 -1.391 11 1769 -.103 17 1819 1.743 8 1720 -.202 12 1770 -1.572 17 1820 .476 6 1721 -.698 12 1771 -3.850 17 1821 1.116 6 1722 .244 12 1772 -.606 17 1822 1.735 6 1723 .172 12 1773 -.256 17 1823 -.754 6 1724 .344 13 1774 -1.289 17 1824 1.092 6 1725 -.041 15 1775 .133 17 1825 -.008 6 1676 -2.140 1 1726 -.451 15 1776 .031 17 1826 1.118 6 1677 -.648 1 1727 .319 15 1777 .775 17 1827 -1.140 6 1678 -.262 1 1728 -.412 15 1778 1.681 17 1828 -3.242 6 1679 -.589 2 1729 1.142 15 1779 -.687 17 1829 -1.544 6 1680 -.247 4 1730 .577 15 1780 .074 17 1830 .308 6 1681 .842 4 1731 -.361 15 1781 -.956 17 1831 -.484 6 1682 -.170 4 1732 .494 15 1782 -.064 17 1832 -1.413 6 1683 1.097 4 1733 -.079 15 1783 .671 17 1833 .026 6 1684 1.685 4 1734 .177 15 1784 .418 17 1834 1.854 6 1685 .793 4 1735 .410 15 1785 -.094 17 1835 -.853 6 1686 1.519 4 1736 .414 15 1786 -.083 17 1836 -.556 6 1687 -1.452 4 1737 .156 15 1787 .583 17 1837 1.018 6 1688 -.288 4 1738 1.740 15 1788 1.675 17 1838 -.221 6 1689 .390 4 1739 1.131 15 1789 .542 17 1839 -.853 5 1690 -.538 4 1740 -1.227 15 1790 -1.247 17 1840 1.043 5 1691 -.581 4 1741 -.958 15 1791 -1.086 17 1841 .836 4 1692 -.511 4 1742 .125 15 1792 -1.252 17 1842 1.883 4 1693 .404 4 1743 .034 15 1793 .946 17 1843 -.120 4 1694 -2.059 8 1744 -.122 15 1794 .949 17 1844 -.228 4 1695 -1.244 8 1745 -.794 15 1795 .894 17 1696 -1.159 8 1746 -1.744 15 1796 .226 17 1697 -1.124 8 1747 -1.320 16 1797 .205 17 1698 .407 8 1748 -.643 16 1798 .511 17 1699 .248 8 1749 -2.429 17 1799 1.553 17 ------------------------------------------------------------------------------------------------------------------------------------ PART 4: Master Bar Plot: 09:07 Fri 02 Jan 2004 Page 4 ------------------------------------------------------------------------------------------------------------------------------------ Year Rel value Year Rel value Year Rel value Year Rel value Year Rel value Year Rel value Year Rel value Year Rel value 1700---------E 1750--c 1800--d 1701-----@ 1751f 1801-d 1702-------B 1752--------C 1802-----@ 1703------A 1753---------E 1803--d 1704---------E 1754----------H 1804---a 1705-------B 1755---------E 1805---------D 1706--------C 1756--------C 1806e 1707----------H 1757---------D 1807-------B 1708---b 1758------A 1808-d 1709--c 1759--------C 1809----@ 1710----a 1760-------B 1810-d 1711---b 1761----a 1811---b 1712-d 1762---------E 1812--------C 1713--c 1763--------C 1813-------B 1714----a 1764-------B 1814------B 1715---------E 1765---------E 1815-------B 1716------B 1766-----@ 1816-d 1717-------B 1767-e 1817-------B 1718-----@ 1768--c 1818--------D 1719f 1769----@ 1819----------G 1720----a 1770f 1820-------B 1721--c 1771o 1821---------D 1722------A 1772---b 1822----------G 1723-----A 1773----a 1823--c 1724------A 1774-e 1824---------D 1725-----@ 1775-----A 1825-----@ 1676i 1726---b 1776-----@ 1826---------D 1677--c 1727------A 1777--------C 1827-e 1678----a 1728---b 1778----------G 1828m 1679---b 1729---------E 1779--c 1829f 1680----a 1730-------B 1780-----@ 1830------A 1681--------C 1731---a 1781--d 1831---b 1682----a 1732-------B 1782----@ 1832f 1683---------D 1733----@ 1783--------C 1833-----@ 1684----------G 1734-----A 1784-------B 1834----------G 1685--------C 1735------B 1785----@ 1835--c 1686----------F 1736------B 1786----@ 1836---b 1687f 1737-----A 1787-------B 1837---------D 1688----a 1738----------G 1788----------G 1838----a 1689------B 1739---------E 1789-------B 1839--c 1690---b 1740-e 1790-e 1840---------D 1691---b 1741--d 1791-d 1841--------C 1692---b 1742-----A 1792-e 1842----------H 1693------B 1743-----@ 1793---------D 1843----@ 1694h 1744----@ 1794---------D 1844----a 1695-e 1745--c 1795--------D 1696-e 1746g 1796------A 1697-d 1747e 1797------A 1698------B 1748--c 1798-------B 1699------A 1749j 1799----------F PART 5: CORRELATION OF SERIES BY SEGMENTS: 09:07 Fri 02 Jan 2004 Page 5 ------------------------------------------------------------------------------------------------------------------------------------ Correlations of 50-year dated segments, lagged 25 years Flags: A = correlation under .3281 but highest as dated; B = correlation higher at other than dated position Seq Series Time_span 1675 1700 1725 1750 1775 1800 1724 1749 1774 1799 1824 1849 --- -------- --------- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- 1 OMA0462A 1749 1844 .61 .49 .45 .53 2 OMA0462B 1747 1844 .42 .56 .61 .47 3 OMA0463B 1724 1844 .31A .31A .47 .49 .47 4 OMA0464A 1676 1815 .19A .28B .42 .56 .62 5 OMA0464B 1679 1844 .27B .24B .40 .59 .63 .62 6 OMA0465A 1718 1840 .40 .46 .29A .26A .54 7 OMA0465B 1720 1838 .60 .61 .58 .50 .51 8 OMA0468A 1705 1818 .53 .57 .60 .46 9 OMA0468B 1705 1818 .54 .58 .57 .57 10 OMA0469A 1694 1817 .51 .50 .54 .52 .40 11 OMA0469B 1694 1817 .48 .54 .72 .65 .59 12 OMA0470A 1680 1818 .24A .42 .64 .56 .41 13 OMA0470B 1680 1803 .36 .44 .42 .38 .38 14 OMA0471A 1725 1819 .57 .60 .53 15 OMA0471B 1725 1819 .55 .71 .67 16 OMA0472A 1694 1817 .43 .40 .58 .54 .52 17 OMA0472B 1694 1817 .47 .37 .58 .66 .49 Av segment correlation .37 .43 .53 .55 .50 .52 PART 6: POTENTIAL PROBLEMS: 09:07 Fri 02 Jan 2004 Page 5 ------------------------------------------------------------------------------------------------------------------------------------ For each series with potential problems the following diagnostics may appear: [A] Correlations with master dating series of flagged 50-year segments of series filtered with 32-year spline, at every point from ten years earlier (-10) to ten years later (+10) than dated [B] Effect of those data values which most lower or raise correlation with master series Symbol following year indicates value in series is greater (>) or lesser (<) than master series value [C] Year-to-year changes very different from the mean change in other series [D] Absent rings (zero values) [E] Values which are statistical outliers from mean for the year =================================================================================================================================== OMA0462A 1749 to 1844 96 years Series 1 [B] Entire series, effect on correlation ( .570) is: Lower 1801< -.045 1844< -.017 1799< -.013 1838> -.013 1756< -.012 1777< -.010 Higher 1749 .038 1828 .031 =================================================================================================================================== OMA0462B 1747 to 1844 98 years Series 2 [B] Entire series, effect on correlation ( .445) is: Lower 1747< -.028 1836< -.028 1749> -.027 1835> -.022 1840< -.020 1801< -.013 Higher 1828 .014 1834 .012 =================================================================================================================================== OMA0463B 1724 to 1844 121 years Series 3 [A] Segment High -10 -9 -8 -7 -6 -5 -4 -3 -2 -1 +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 +10 --------- ---- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- 1724 1773 0 -.13 .27 -.13 .02 .18 .07 .23 -.03 .20 -.13 .31* .03 -.09 -.01 -.12 .04 .04 -.11 -.05 .01 -.21 1725 1774 0 -.13 .24 -.13 .02 .18 .10 .23 .00 .18 -.13 .31* .03 -.09 -.02 -.13 .03 .04 -.10 -.06 .01 -.21 [B] Entire series, effect on correlation ( .395) is: Lower 1755< -.029 1725< -.020 1824< -.019 1844> -.014 1746> -.012 1800> -.012 Higher 1828 .027 1806 .018 1724 to 1773 segment: Lower 1755< -.055 1725< -.035 1746> -.029 1736> -.011 1747> -.010 1728< -.009 Higher 1771 .035 1770 .029 1725 to 1774 segment: Lower 1755< -.056 1725< -.036 1746> -.029 1736> -.011 1747> -.010 1728< -.010 Higher 1771 .034 1770 .028 =================================================================================================================================== OMA0464A 1676 to 1815 140 years Series 4 [*] Early part of series cannot be checked from 1676 to 1678 -- not matched by another series [A] Segment High -10 -9 -8 -7 -6 -5 -4 -3 -2 -1 +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 +10 --------- ---- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- 1679 1728 0 - - - - - - - -.02 .03 .04 .19*-.20 .16 .04 -.18 .17 -.20 .05 .00 -.07 -.07 1700 1749 -7 -.17 .27 .19 .35*-.03 -.02 -.11 -.07 -.06 -.02 .28|-.30 .13 -.03 -.26 -.12 -.24 .06 -.13 .13 .04 [B] Entire series, effect on correlation ( .411) is: Lower 1729< -.014 1688< -.014 1756< -.013 1694> -.013 1808> -.012 1719> -.011 Higher 1800 .024 1771 .020 1679 to 1728 segment: Lower 1688< -.038 1727< -.029 1680> -.025 1719> -.022 1702< -.020 1706< -.020 Higher 1707 .038 1700 .031 1700 to 1749 segment: Lower 1729< -.052 1727< -.041 1719> -.030 1745> -.030 1702< -.028 1706< -.027 Higher 1749 .070 1740 .064 =================================================================================================================================== OMA0464B 1679 to 1844 166 years Series 5 [A] Segment High -10 -9 -8 -7 -6 -5 -4 -3 -2 -1 +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 +10 --------- ---- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- 1679 1728 7 - - - - - - - -.10 -.01 -.18 .27|-.19 -.01 .21 -.01 .07 -.22 .38* .00 -.06 .01 1700 1749 -7 .11 .13 .19 .37*-.14 .13 -.13 .07 -.23 .03 .24|-.28 .19 -.22 -.02 -.27 -.29 -.12 -.13 .10 -.01 [B] Entire series, effect on correlation ( .457) is: Lower 1729< -.015 1823> -.014 1767> -.012 1746> -.011 1694> -.009 1704< -.009 Higher 1771 .040 1800 .018 1679 to 1728 segment: Lower 1704< -.028 1719> -.022 1694> -.022 1712> -.021 1684< -.017 1727< -.016 Higher 1687 .076 1707 .031 1700 to 1749 segment: Lower 1729< -.068 1704< -.042 1746> -.031 1727< -.027 1745> -.026 1712> -.023 Higher 1749 .122 1707 .044 =================================================================================================================================== OMA0465A 1718 to 1840 123 years Series 6 [A] Segment High -10 -9 -8 -7 -6 -5 -4 -3 -2 -1 +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 +10 --------- ---- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- 1750 1799 0 .05 -.25 -.13 -.26 -.13 .20 -.04 .18 .04 .02 .29*-.09 -.02 .04 -.28 .10 .21 -.08 .24 -.20 -.09 1775 1824 0 .07 -.21 .05 -.19 -.02 .18 -.17 .14 .00 -.17 .26*-.11 .14 -.12 -.20 .09 .21 -.07 .07 -.14 -.15 [B] Entire series, effect on correlation ( .380) is: Lower 1784< -.100 1800> -.021 1770> -.012 1746> -.011 1790> -.009 1838> -.009 Higher 1771 .026 1828 .026 1750 to 1799 segment: Lower 1784< -.209 1770> -.030 1790> -.024 1781> -.015 1788< -.012 1758> -.010 Higher 1771 .076 1799 .030 1775 to 1824 segment: Lower 1784< -.194 1800> -.049 1790> -.021 1803> -.014 1781> -.013 1788< -.011 Higher 1799 .032 1779 .029 [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1784 -5.6 SD =================================================================================================================================== OMA0465B 1720 to 1838 119 years Series 7 [B] Entire series, effect on correlation ( .532) is: Lower 1821< -.046 1784< -.020 1800> -.018 1836> -.016 1746> -.011 1723< -.008 Higher 1749 .037 1806 .018 =================================================================================================================================== OMA0468A 1705 to 1818 114 years Series 8 [B] Entire series, effect on correlation ( .500) is: Lower 1811< -.031 1739< -.014 1712> -.014 1769< -.011 1801> -.010 1810< -.010 Higher 1708 .020 1707 .015 =================================================================================================================================== OMA0468B 1705 to 1818 114 years Series 9 [B] Entire series, effect on correlation ( .561) is: Lower 1803> -.017 1736< -.015 1719> -.013 1749> -.013 1723< -.012 1771> -.012 Higher 1800 .024 1740 .023 =================================================================================================================================== OMA0469A 1694 to 1817 124 years Series 10 [B] Entire series, effect on correlation ( .449) is: Lower 1730< -.028 1800> -.024 1749> -.022 1757< -.020 1790> -.020 1696> -.018 Higher 1771 .035 1740 .027 =================================================================================================================================== OMA0469B 1694 to 1817 124 years Series 11 [B] Entire series, effect on correlation ( .575) is: Lower 1703< -.023 1749> -.016 1696> -.012 1794< -.009 1806> -.009 1790> -.008 Higher 1740 .020 1771 .015 =================================================================================================================================== OMA0470A 1680 to 1818 139 years Series 12 [A] Segment High -10 -9 -8 -7 -6 -5 -4 -3 -2 -1 +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 +10 --------- ---- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- 1680 1729 0 - - - - - - -.07 .06 .07 -.08 .24*-.13 .07 -.19 -.04 -.11 -.13 .22 -.29 .05 -.18 [B] Entire series, effect on correlation ( .396) is: Lower 1718< -.022 1807< -.017 1687> -.017 1810> -.015 1781> -.010 1779> -.010 Higher 1749 .040 1771 .022 1680 to 1729 segment: Lower 1718< -.046 1687> -.022 1709> -.018 1724< -.013 1711> -.011 1698< -.010 Higher 1719 .034 1707 .027 [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1719 -4.7 SD =================================================================================================================================== OMA0470B 1680 to 1803 124 years Series 13 [B] Entire series, effect on correlation ( .439) is: Lower 1765< -.062 1724< -.032 1681< -.020 1774> -.013 1746> -.008 1779> -.008 Higher 1749 .044 1790 .016 =================================================================================================================================== OMA0471A 1725 to 1819 95 years Series 14 [B] Entire series, effect on correlation ( .487) is: Lower 1782< -.032 1740> -.024 1801> -.011 1815< -.009 1800> -.009 1726> -.009 Higher 1771 .075 1788 .010 =================================================================================================================================== OMA0471B 1725 to 1819 95 years Series 15 [B] Entire series, effect on correlation ( .560) is: Lower 1740> -.031 1725< -.023 1819< -.016 1726> -.011 1816> -.009 1809< -.009 Higher 1771 .059 1800 .013 =================================================================================================================================== OMA0472A 1694 to 1817 124 years Series 16 [B] Entire series, effect on correlation ( .483) is: Lower 1720< -.024 1778< -.019 1742< -.014 1719> -.013 1780< -.012 1741> -.012 Higher 1749 .034 1771 .034 =================================================================================================================================== OMA0472B 1694 to 1817 124 years Series 17 [B] Entire series, effect on correlation ( .490) is: Lower 1814< -.061 1719> -.024 1727< -.010 1813> -.009 1792> -.008 1759< -.007 Higher 1694 .032 1771 .022 =================================================================================================================================== PART 7: DESCRIPTIVE STATISTICS: 09:07 Fri 02 Jan 2004 Page 6 ------------------------------------------------------------------------------------------------------------------------------------ Corr //-------- Unfiltered --------\\ //---- Filtered -----\\ No. No. No. with Mean Max Std Auto Mean Max Std Auto AR Seq Series Interval Years Segmt Flags Master msmt msmt dev corr sens value dev corr () --- -------- --------- ----- ----- ----- ------ ----- ----- ----- ----- ----- ----- ----- ----- -- 1 OMA0462A 1749 1844 96 4 0 .570 1.39 4.13 .803 .915 .173 2.61 .439 -.017 1 2 OMA0462B 1747 1844 98 4 0 .445 1.44 3.94 .793 .905 .177 2.61 .471 .023 1 3 OMA0463B 1724 1844 121 5 2 .395 .90 2.71 .611 .953 .159 2.73 .440 -.003 1 4 OMA0464A 1676 1815 140 5 2 .411 .74 2.24 .348 .902 .160 2.64 .396 .058 1 5 OMA0464B 1679 1844 166 6 2 .457 .67 1.83 .256 .828 .177 2.42 .352 -.030 2 6 OMA0465A 1718 1840 123 5 2 .380 .77 1.79 .438 .950 .153 2.57 .333 -.047 1 7 OMA0465B 1720 1838 119 5 0 .532 .70 1.55 .370 .954 .153 2.64 .448 .004 1 8 OMA0468A 1705 1818 114 4 0 .500 .83 2.91 .476 .940 .154 2.81 .408 .099 1 9 OMA0468B 1705 1818 114 4 0 .561 .85 2.78 .480 .932 .161 2.87 .569 .084 1 10 OMA0469A 1694 1817 124 5 0 .449 1.07 4.08 .795 .918 .174 2.63 .460 .058 1 11 OMA0469B 1694 1817 124 5 0 .575 .98 3.84 .675 .913 .177 2.58 .348 -.020 1 12 OMA0470A 1680 1818 139 5 1 .396 1.04 2.21 .480 .915 .158 2.64 .428 .108 1 13 OMA0470B 1680 1803 124 5 0 .439 .98 2.08 .436 .902 .151 2.54 .480 -.040 2 14 OMA0471A 1725 1819 95 3 0 .487 1.26 3.40 .501 .872 .157 2.46 .425 .034 1 15 OMA0471B 1725 1819 95 3 0 .560 1.26 3.11 .450 .842 .155 2.66 .407 .071 1 16 OMA0472A 1694 1817 124 5 0 .483 1.22 2.92 .746 .928 .193 2.63 .370 .026 2 17 OMA0472B 1694 1817 124 5 0 .490 1.10 3.66 .875 .932 .221 2.85 .453 -.024 1 --- -------- --------- ----- ----- ----- ------ ----- ----- ----- ----- ----- ----- ----- ----- -- Total or mean: 2040 78 9 .474 .99 4.13 .550 .911 .168 2.87 .422 .022 - = [ COFECHA RITALCOF ] = -