[] Dendrochronology Program Library Run KIE2 Program COF 09:11 Thu 08 Jan 2004 Page 1 [] [] P R O G R A M C O F E C H A Version 6.06P 25211 ------------------------------------------------------------------------------------------------------------------------------------ QUALITY CONTROL AND DATING CHECK OF TREE-RING MEASUREMENTS File of DATED series: kie1.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 1850 to 1993 144 years Continuous time span is 1850 to 1993 144 years Portion with two or more series is 1855 to 1993 139 years **************************************** *C* Number of dated series 21 *C* *O* Master series 1850 1993 144 yrs *O* *F* Total rings in all series 2100 *F* *E* Total dated rings checked 2095 *E* *C* Series intercorrelation .553 *C* *H* Average mean sensitivity .233 *H* *A* Segments, possible problems 5 *A* *** Mean length of series 100.0 *** **************************************** 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: 09:11 Thu 08 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 : : : : : : : : : : : : : : : : : : : : : -------- --- ---- ---- ---- . . . . . . . . . . . . . . . . . <=========>. . NMB0071A 1 1895 1993 99 . . . . . . . . . . . . . . . . . <=========>. . NMB0071B 2 1895 1993 99 . . . . . . . . . . . . . . . . . <========>. . NMB0072A 3 1904 1993 90 . . . . . . . . . . . . . . . . . <========>. . NMB0072B 4 1904 1993 90 . . . . . . . . . . . . . . . . . <=========>. . NMB0075A 5 1890 1993 104 . . . . . . . . . . . . . . . . . <========>. . NMB0075B 6 1902 1993 92 . . . . . . . . . . . . . . . . . <========>. . NMB0077A 7 1905 1993 89 . . . . . . . . . . . . . . . . . <=========>. . NMB0077B 8 1895 1993 99 . . . . . . . . . . . . . . . . . <=========>. . NMB0078B 9 1899 1993 95 . . . . . . . . . . . . . . . . <=============>. . NMB0081A 10 1855 1993 139 . . . . . . . . . . . . . . . . <=============>. . NMB0081B 11 1850 1993 144 . . . . . . . . . . . . . . . . . <=========>. . NMB0083A 12 1892 1993 102 . . . . . . . . . . . . . . . . . <==========>. . NMB0083B 13 1887 1993 107 . . . . . . . . . . . . . . . . . <========>. . NMB0084A 14 1901 1993 93 . . . . . . . . . . . . . . . . . <========>. . NMB0084B 15 1903 1993 91 . . . . . . . . . . . . . . . . . <========>. . NMB0085A 16 1907 1993 87 . . . . . . . . . . . . . . . . . <=========>. . NMB0085B 17 1892 1993 102 . . . . . . . . . . . . . . . . . <=========>. . NMB0087A 18 1899 1993 95 . . . . . . . . . . . . . . . . . <=========>. . NMB0087B 19 1893 1993 101 . . . . . . . . . . . . . . . . . <========>. . NMB0088A 20 1901 1993 93 . . . . . . . . . . . . . . . . . <========>. . NMB0088B 21 1905 1993 89 : : : : : : : : : : : : : : : : : : : : : 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: 09:11 Thu 08 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 ------------------ ------------------ ------------------ ------------------ ------------------ ------------------ 1850 -1.523 1 1900 .205 12 1950 .969 21 1851 -1.458 1 1901 .090 14 1951 .555 21 1852 .472 1 1902 .880 15 1952 .249 21 1853 2.458 1 1903 .951 16 1953 1.117 21 1854 1.185 1 1904 .471 18 1954 .239 21 1855 .949 2 1905 .328 20 1955 -1.155 21 1856 .124 2 1906 -.780 20 1956 -3.060 21 1857 .552 2 1907 -.407 21 1957 .765 21 1858 .532 2 1908 -.687 21 1958 -.279 21 1859 -1.159 2 1909 -.845 21 1959 -.585 21 1860 -1.031 2 1910 -1.169 21 1960 -.621 21 1861 1.268 2 1911 -.546 21 1961 .052 21 1862 .962 2 1912 .790 21 1962 .660 21 1863 1.658 2 1913 .949 21 1963 -.546 21 1864 .714 2 1914 .424 21 1964 .217 21 1865 -1.500 2 1915 1.044 21 1965 1.309 21 1866 -1.477 2 1916 .201 21 1966 .756 21 1867 -.575 2 1917 -1.991 21 1967 1.363 21 1868 -.923 2 1918 .291 21 1968 .393 21 1869 .010 2 1919 .643 21 1969 -.571 21 1870 -.854 2 1920 .903 21 1970 -1.456 21 1871 -.121 2 1921 .722 21 1971 -1.477 21 1872 1.296 2 1922 1.365 21 1972 -.500 21 1873 -.084 2 1923 .404 21 1973 .400 21 1874 .851 2 1924 1.197 21 1974 .864 21 1875 .566 2 1925 -.014 21 1975 .589 21 1876 -1.074 2 1926 -1.548 21 1976 1.119 21 1877 -3.701 2 1927 -.356 21 1977 .496 21 1878 -3.351 2 1928 -.926 21 1978 -.258 21 1879 -1.088 2 1929 -.629 21 1979 .977 21 1880 -1.879 2 1930 -1.049 21 1980 .275 21 1881 .056 2 1931 -.700 21 1981 .251 21 1882 .520 2 1932 .682 21 1982 -1.400 21 1883 -.135 2 1933 -.993 21 1983 .053 21 1884 -.433 2 1934 1.131 21 1984 -.132 21 1885 -.140 2 1935 -.316 21 1985 -.372 21 1886 .651 2 1936 .308 21 1986 -.106 21 1887 1.153 3 1937 .452 21 1987 .499 21 1888 1.394 3 1938 1.790 21 1988 .330 21 1889 -.936 3 1939 1.147 21 1989 -.310 21 1890 .603 4 1940 -1.081 21 1990 .377 21 1891 .789 4 1941 .132 21 1991 1.209 21 1892 1.205 6 1942 -.837 21 1992 -1.365 21 1893 .297 7 1943 .476 21 1993 .482 21 1894 .903 7 1944 -1.190 21 1895 .430 10 1945 .877 21 1896 -.466 10 1946 -.054 21 1897 -.822 10 1947 -.129 21 1898 -1.562 10 1948 -.374 21 1899 -.314 12 1949 .407 21 ------------------------------------------------------------------------------------------------------------------------------------ PART 4: Master Bar Plot: 09:11 Thu 08 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 1850f 1900-----A 1950---------D 1851f 1901-----@ 1951-------B 1852------B 1902--------D 1952-----A 1853----------J 1903---------D 1953---------D 1854----------E 1904------B 1954-----A 1855---------D 1905------A 1955-e 1856-----@ 1906--c 1956l 1857-------B 1907---b 1957--------C 1858-------B 1908--c 1958---a 1859-e 1909--c 1959--b 1860-d 1910-e 1960--b 1861----------E 1911--b 1961----@ 1862---------D 1912--------C 1962-------C 1863----------G 1913---------D 1963--b 1864--------C 1914------B 1964-----A 1865f 1915---------D 1965----------E 1866f 1916-----A 1966--------C 1867--b 1917h 1967----------E 1868-d 1918-----A 1968------B 1869----@ 1919-------C 1969--b 1870--c 1920---------D 1970f 1871----@ 1921--------C 1971f 1872----------E 1922----------E 1972---b 1873----@ 1923------B 1973------B 1874--------C 1924----------E 1974--------C 1875-------B 1925----@ 1975-------B 1876-d 1926f 1976---------D 1877o 1927---a 1977-------B 1878m 1928-d 1978---a 1879-d 1929--c 1979---------D 1880h 1930-d 1980-----A 1881-----@ 1931--c 1981-----A 1882-------B 1932--------C 1982f 1883----a 1933-d 1983----@ 1884---b 1934---------E 1984----a 1885----a 1935---a 1985---a 1886-------C 1936-----A 1986----@ 1887----------E 1937------B 1987-------B 1888----------F 1938----------G 1988------A 1889-d 1939----------E 1989---a 1890-------B 1940-d 1990------B 1891--------C 1941-----A 1991----------E 1892----------E 1942--c 1992e 1893-----A 1943------B 1993-------B 1894---------D 1944-e 1895------B 1945--------D 1896---b 1946----@ 1897--c 1947----a 1898f 1948---a 1899---a 1949------B PART 5: CORRELATION OF SERIES BY SEGMENTS: 09:11 Thu 08 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 1850 1875 1900 1925 1950 1899 1924 1949 1974 1999 --- -------- --------- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- ---- 1 NMB0071A 1895 1993 .59 .60 .47 .46 2 NMB0071B 1895 1993 .66 .67 .54 .51 3 NMB0072A 1904 1993 .65 .53 .32A 4 NMB0072B 1904 1993 .63 .67 .80 5 NMB0075A 1890 1993 .31B .60 .64 .65 6 NMB0075B 1902 1993 .57 .68 .64 7 NMB0077A 1905 1993 .63 .63 .50 8 NMB0077B 1895 1993 .52 .58 .55 .56 9 NMB0078B 1899 1993 .56 .56 .49 .32A 10 NMB0081A 1855 1993 .33B .66 .77 .86 .77 11 NMB0081B 1850 1993 .35B .59 .58 .62 .71 12 NMB0083A 1892 1993 .68 .65 .61 .66 13 NMB0083B 1887 1993 .61 .58 .62 .69 14 NMB0084A 1901 1993 .43 .54 .63 15 NMB0084B 1903 1993 .43 .44 .45 16 NMB0085A 1907 1993 .65 .59 .57 17 NMB0085B 1892 1993 .71 .67 .52 .46 18 NMB0087A 1899 1993 .44 .47 .56 .56 19 NMB0087B 1893 1993 .61 .58 .60 .39 20 NMB0088A 1901 1993 .56 .58 .47 21 NMB0088B 1905 1993 .60 .70 .56 Av segment correlation .34 .58 .59 .59 .56 PART 6: POTENTIAL PROBLEMS: 09:11 Thu 08 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 =================================================================================================================================== NMB0071A 1895 to 1993 99 years Series 1 [B] Entire series, effect on correlation ( .532) is: Lower 1919< -.016 1958< -.014 1979< -.013 1926> -.012 1935> -.011 1940> -.010 Higher 1917 .050 1992 .011 =================================================================================================================================== NMB0071B 1895 to 1993 99 years Series 2 [B] Entire series, effect on correlation ( .584) is: Lower 1965< -.038 1908> -.014 1970> -.014 1915< -.013 1971> -.010 1987< -.010 Higher 1917 .035 1938 .012 [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1982 -4.6 SD =================================================================================================================================== NMB0072A 1904 to 1993 90 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 --------- ---- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- 1944 1993 0 -.05 -.25 -.08 -.06 -.17 .02 .08 -.05 .22 -.12 .32* - - - - - - - - - - [B] Entire series, effect on correlation ( .492) is: Lower 1992> -.052 1973< -.027 1955> -.022 1989> -.019 1991< -.015 1944> -.014 Higher 1917 .060 1940 .026 1944 to 1993 segment: Lower 1992> -.080 1973< -.048 1955> -.034 1989> -.031 1991< -.027 1944> -.016 Higher 1956 .082 1982 .075 [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1989 +3.1 SD =================================================================================================================================== NMB0072B 1904 to 1993 90 years Series 4 [B] Entire series, effect on correlation ( .703) is: Lower 1926> -.019 1924< -.019 1941< -.015 1906< -.011 1940> -.010 1987< -.010 Higher 1992 .030 1917 .029 =================================================================================================================================== NMB0075A 1890 to 1993 104 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 --------- ---- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- 1890 1939 -1 .24 .12 -.21 .02 -.17 -.07 -.21 .08 -.19 .43* .31|-.07 -.15 -.17 -.12 -.20 -.10 -.02 .07 .21 -.13 [B] Entire series, effect on correlation ( .502) is: Lower 1890< -.115 1925> -.024 1933> -.016 1989< -.015 1892< -.012 1906> -.008 Higher 1917 .047 1992 .026 1890 to 1939 segment: Lower 1890< -.228 1925> -.046 1933> -.028 1892< -.021 1906> -.014 1913< -.011 Higher 1917 .168 1926 .074 [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1890 -4.8 SD =================================================================================================================================== NMB0075B 1902 to 1993 92 years Series 6 [B] Entire series, effect on correlation ( .635) is: Lower 1902< -.024 1925> -.023 1947< -.017 1977< -.012 1982> -.012 1963> -.010 Higher 1992 .037 1940 .026 =================================================================================================================================== NMB0077A 1905 to 1993 89 years Series 7 [B] Entire series, effect on correlation ( .544) is: Lower 1975< -.053 1990< -.029 1982> -.016 1940> -.014 1942> -.014 1917> -.013 Higher 1992 .019 1926 .013 =================================================================================================================================== NMB0077B 1895 to 1993 99 years Series 8 [B] Entire series, effect on correlation ( .525) is: Lower 1968< -.022 1898> -.021 1988< -.020 1917> -.017 1942> -.017 1904< -.012 Higher 1992 .030 1944 .016 =================================================================================================================================== NMB0078B 1899 to 1993 95 years Series 9 [A] Segment High -10 -9 -8 -7 -6 -5 -4 -3 -2 -1 +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 +10 --------- ---- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- 1944 1993 0 -.14 -.08 -.21 .01 -.13 -.11 .09 -.13 .17 -.06 .32* - - - - - - - - - - [B] Entire series, effect on correlation ( .433) is: Lower 1951< -.032 1993< -.020 1992> -.014 1974< -.014 1957< -.014 1987< -.011 Higher 1938 .022 1956 .019 1944 to 1993 segment: Lower 1951< -.061 1993< -.038 1974< -.027 1957< -.025 1987< -.022 1955> -.017 Higher 1956 .061 1945 .032 =================================================================================================================================== NMB0081A 1855 to 1993 139 years Series 10 [A] Segment High -10 -9 -8 -7 -6 -5 -4 -3 -2 -1 +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 +10 --------- ---- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- 1855 1904 1 - - - - - -.05 .01 -.06 -.03 -.15 .33| .57* .16 .06 -.08 -.38 .00 .15 .08 .28 -.07 [B] Entire series, effect on correlation ( .582) is: Lower 1860> -.038 1864< -.022 1870< -.020 1867> -.012 1866> -.011 1890> -.010 Higher 1877 .027 1992 .022 1855 to 1904 segment: Lower 1860> -.068 1864< -.047 1870< -.045 1867> -.022 1858< -.019 1856< -.018 Higher 1877 .116 1878 .030 [C] Year-to-year changes diverging by over 4.0 std deviations: 1859 1860 4.1 SD [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1860 +3.4 SD =================================================================================================================================== NMB0081B 1850 to 1993 144 years Series 11 [*] Early part of series cannot be checked from 1850 to 1854 -- 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 --------- ---- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- 1855 1904 -1 - - - - - -.31 -.07 .06 .15 .43* .35| .00 -.02 -.04 -.03 -.06 -.27 -.27 -.15 .01 .23 [B] Entire series, effect on correlation ( .500) is: Lower 1860< -.028 1870> -.022 1864> -.018 1939< -.013 1867< -.011 1890> -.010 Higher 1992 .024 1877 .019 1855 to 1904 segment: Lower 1860< -.073 1870> -.041 1864> -.041 1867< -.026 1890> -.022 1866< -.018 Higher 1877 .113 1878 .030 [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1870 +3.6 SD =================================================================================================================================== NMB0083A 1892 to 1993 102 years Series 12 [B] Entire series, effect on correlation ( .657) is: Lower 1943< -.015 1962< -.013 1940> -.009 1946> -.009 1926> -.008 1992> -.007 Higher 1982 .013 1917 .013 [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1944 -5.5 SD =================================================================================================================================== NMB0083B 1887 to 1993 107 years Series 13 [B] Entire series, effect on correlation ( .631) is: Lower 1944< -.031 1917> -.021 1891< -.017 1961< -.015 1942> -.012 1962< -.010 Higher 1992 .025 1956 .024 [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1944 -5.5 SD =================================================================================================================================== NMB0084A 1901 to 1993 93 years Series 14 [B] Entire series, effect on correlation ( .513) is: Lower 1901< -.037 1940> -.036 1937< -.019 1913< -.019 1942> -.018 1910> -.008 Higher 1917 .059 1992 .024 =================================================================================================================================== NMB0084B 1903 to 1993 91 years Series 15 [B] Entire series, effect on correlation ( .487) is: Lower 1949< -.045 1921< -.033 1956> -.032 1942> -.022 1940> -.022 1945< -.013 Higher 1917 .062 1992 .021 =================================================================================================================================== NMB0085A 1907 to 1993 87 years Series 16 [B] Entire series, effect on correlation ( .635) is: Lower 1944> -.031 1963< -.021 1925> -.014 1975< -.011 1971> -.010 1939< -.009 Higher 1940 .023 1992 .023 =================================================================================================================================== NMB0085B 1892 to 1993 102 years Series 17 [B] Entire series, effect on correlation ( .586) is: Lower 1975< -.043 1956> -.012 1925> -.011 1974< -.009 1964< -.008 1946> -.007 Higher 1940 .028 1992 .024 [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1975 -5.6 SD =================================================================================================================================== NMB0087A 1899 to 1993 95 years Series 18 [B] Entire series, effect on correlation ( .526) is: Lower 1944> -.039 1917> -.023 1990< -.014 1937< -.014 1968> -.013 1930> -.011 Higher 1956 .070 1982 .012 [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1944 +3.0 SD =================================================================================================================================== NMB0087B 1893 to 1993 101 years Series 19 [B] Entire series, effect on correlation ( .495) is: Lower 1982> -.029 1944> -.026 1957< -.020 1990< -.019 1905< -.017 1970> -.013 Higher 1956 .071 1940 .022 [E] Outliers 1 3.0 SD above or -4.5 SD below mean for year 1982 +3.0 SD =================================================================================================================================== NMB0088A 1901 to 1993 93 years Series 20 [B] Entire series, effect on correlation ( .499) is: Lower 1925< -.017 1981< -.016 1910> -.015 1987< -.012 1967< -.011 1980> -.011 Higher 1940 .038 1956 .019 =================================================================================================================================== NMB0088B 1905 to 1993 89 years Series 21 [B] Entire series, effect on correlation ( .560) is: Lower 1905< -.023 1992> -.020 1983< -.016 1910> -.015 1963> -.015 1933> -.011 Higher 1956 .055 1940 .023 =================================================================================================================================== PART 7: DESCRIPTIVE STATISTICS: 09:11 Thu 08 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 NMB0071A 1895 1993 99 4 0 .532 1.31 3.97 .581 .720 .218 2.81 .479 -.008 2 2 NMB0071B 1895 1993 99 4 0 .584 1.49 5.29 .769 .748 .224 2.54 .427 -.035 2 3 NMB0072A 1904 1993 90 3 1 .492 1.76 3.36 .600 .714 .188 2.76 .476 -.046 1 4 NMB0072B 1904 1993 90 3 0 .703 1.40 3.05 .609 .800 .206 2.67 .524 -.046 1 5 NMB0075A 1890 1993 104 4 1 .502 1.45 2.92 .605 .857 .164 2.70 .541 -.032 1 6 NMB0075B 1902 1993 92 3 0 .635 1.35 3.21 .699 .900 .178 2.65 .527 .013 1 7 NMB0077A 1905 1993 89 3 0 .544 .99 2.72 .556 .849 .257 2.53 .457 -.053 1 8 NMB0077B 1895 1993 99 4 0 .525 .71 1.83 .305 .770 .242 2.58 .523 -.037 1 9 NMB0078B 1899 1993 95 4 1 .433 1.37 3.24 .500 .742 .189 2.87 .478 -.019 1 10 NMB0081A 1855 1993 139 5 1 .582 .93 2.92 .483 .816 .245 2.74 .493 .028 1 11 NMB0081B 1850 1993 144 5 1 .500 .95 2.85 .467 .786 .247 2.67 .390 .007 1 12 NMB0083A 1892 1993 102 4 0 .657 1.07 4.00 .615 .774 .287 2.64 .461 .042 1 13 NMB0083B 1887 1993 107 4 0 .631 1.27 4.54 .796 .853 .280 2.57 .356 -.015 1 14 NMB0084A 1901 1993 93 3 0 .513 1.30 2.76 .490 .665 .243 2.58 .417 -.015 1 15 NMB0084B 1903 1993 91 3 0 .487 1.25 2.41 .467 .560 .294 2.53 .448 -.046 1 16 NMB0085A 1907 1993 87 3 0 .635 1.07 2.75 .625 .842 .289 2.66 .534 .029 2 17 NMB0085B 1892 1993 102 4 0 .586 .84 1.93 .456 .676 .351 2.58 .486 -.007 2 18 NMB0087A 1899 1993 95 4 0 .526 1.23 2.16 .488 .877 .168 2.53 .356 -.057 1 19 NMB0087B 1893 1993 101 4 0 .495 1.26 2.01 .398 .780 .184 2.58 .397 .072 3 20 NMB0088A 1901 1993 93 3 0 .499 1.68 3.64 .739 .804 .208 2.61 .438 .002 1 21 NMB0088B 1905 1993 89 3 0 .560 1.65 3.44 .616 .750 .205 2.64 .330 -.008 1 --- -------- --------- ----- ----- ----- ------ ----- ----- ----- ----- ----- ----- ----- ----- -- Total or mean: 2100 77 5 .553 1.24 5.29 .561 .777 .233 2.87 .453 -.009 - = [ COFECHA KIE2 COF ] = -