RUN: RUSS003 FILE NAMES FILE PROCESSED: run_me DATA FILE PROCESSED: RUSS094N.rwl.conv LOG FILE PROCESSED: RUSS094N.rwl.conv_log OPTION PLOT TREE-RING DATA TYPE 1 !TUCSON RING-WIDTH FORMAT MISSING DATA IN GAPS -9 0 !MISSING VALUES ESTIMATED (NO PLOTS) DATA TRANSFORMATION 0 0 !NO DATA TRANSFORMATION (NO PLOTS) FIRST DETRENDING 1 0 !1ST-NEG EXPONENTIAL CURVE, NO = OPT 3 SECOND DETRENDING -67 0 !2ND-SPLINE CURVE (PCT N 50% CUTOFF) ROBUST DETRENDING 1 !NON-ROBUST DETRENDING METHODS USED INTERACTIVE DETREND 0 !NO INTERACTIVE DETRENDING INDEX CALCULATION 1 !TREE-RING INDICES OR RATIOS (Rt/Gt) AR MODELING METHOD 1 0 !NON-ROBUST AUTOREGRESSIVE MODELING POOLED AR ORDER 0 0 !MINIMUM AIC POOLED AR MODEL ORDER FIT SERIES AR ORDER 0 !POOLED AR ORDER FIT TO ALL SERIES MEAN CHRONOLOGY 2 0 !ROBUST CHRONOLOGY (NO BIWEIGHT PLOTS) STABILIZE VARIANCE 1 !RBAR WEIGHTED STABILIZATION METHOD COMMON PERIOD YEARS 0 0 !NO COMMON PERIOD ANALYSIS PERFORMED SITE-TREE-CORE MASK SSSTTCC !SITE-TREE-CORE SEPARATION MASK RUNNING RBAR 50 25 0 !RUNNING RBAR WINDOW/OVERLAP (NO PLOTS) PRINTOUT OPTION 2 !SUMMARY & SERIES STATISTICS PRINTED CORE SERIES SAVE 1 !SERIES SAVED IN TUCSON RAW DATA FORMAT SUMMARY PLOT DISPLAYS 0 !NO SPAGHETTI AND MEAN CHRONOLOGY PLOTS STAND DYNAMICS ANALYSES 0 !NO STAND DYNAMICS ANALYSES DONE RUNNING MEAN WINDOW WIDTH 0 !RUNNING MEAN WINDOW WIDTH PERCENT GROWTH CHANGE 0 !PERCENT GROWTH CHANGE THRESHOLD STANDARD ERROR THRESHOLD 0 !STANDARD ERROR LIMIT THRESHOLD |======================== RAW DATA STATISTICAL ANALYSES =======================| |------------------- TREE-RING SERIES READ IN FOR PROCESSING ------------------| DATA HEADER LINES: 961 1 Ayakli river DENSITY_MINIMUM LAGM - 961 2 Russia Dahurian larch 550 6932-9732 1540 1990 - 961 3 FRITZ SCHWEINGRUBER - |------------ SERIES GAPS FOUND BASED ON ANY NEGATIVE NUMBER FOUND ------------| SERIES IDENT RESULTS OF SCANS FOR GAPS OR MISSING VALUES 1 961011 MISSING VALUES FOUND: 34 IN 8 GAPS / 1807 1807 / 1825 1825 / 1833 1833 / 1867 1867 / / 1884 1884 / 1889 1915 / 1949 1949 / 1989 1989 / -------------------------------------------------------------------- 2 961012 MISSING VALUES FOUND: 53 IN 11 GAPS / 1768 1768 / 1800 1825 / 1830 1830 / 1833 1833 / / 1867 1867 / 1869 1869 / 1890 1890 / 1895 1912 / / 1921 1921 / 1949 1949 / 1989 1989 / -------------------------------------------------------------------- 3 961021 MISSING VALUES FOUND: 6 IN 6 GAPS / 1589 1589 / 1830 1830 / 1833 1833 / 1867 1867 / / 1900 1900 / 1949 1949 / -------------------------------------------------------------------- 4 961022 MISSING VALUES FOUND: 14 IN 9 GAPS / 1759 1759 / 1802 1807 / 1830 1830 / 1867 1867 / / 1869 1869 / 1900 1900 / 1905 1905 / 1949 1949 / / 1989 1989 / -------------------------------------------------------------------- 5 961031 MISSING VALUES FOUND: 29 IN 4 GAPS / 1800 1825 / 1830 1830 / 1833 1833 / 1949 1949 / -------------------------------------------------------------------- 6 961032 MISSING VALUES FOUND: 31 IN 6 GAPS / 1800 1825 / 1830 1830 / 1867 1867 / 1900 1900 / / 1911 1911 / 1949 1949 / -------------------------------------------------------------------- 7 961041 MISSING VALUES FOUND: 1 IN 1 GAPS / 1989 1989 / -------------------------------------------------------------------- 8 961042 MISSING VALUES FOUND: 1 IN 1 GAPS / 1830 1830 / -------------------------------------------------------------------- 9 961051 MISSING VALUES FOUND: 5 IN 5 GAPS / 1807 1807 / 1819 1819 / 1825 1825 / 1949 1949 / / 1989 1989 / -------------------------------------------------------------------- 10 961052 MISSING VALUES FOUND: 27 IN 10 GAPS / 1758 1758 / 1773 1773 / 1800 1813 / 1819 1819 / / 1825 1825 / 1833 1833 / 1867 1867 / 1869 1869 / / 1936 1940 / 1949 1949 / -------------------------------------------------------------------- 11 961061 MISSING VALUES FOUND: 26 IN 9 GAPS / 1742 1742 / 1753 1760 / 1764 1764 / 1807 1807 / / 1816 1826 / 1833 1833 / 1890 1890 / 1902 1902 / / 1989 1989 / -------------------------------------------------------------------- 12 961062 MISSING VALUES FOUND: 15 IN 5 GAPS / 1742 1742 / 1759 1759 / 1764 1764 / 1807 1807 / / 1816 1826 / -------------------------------------------------------------------- 13 961071 MISSING VALUES FOUND: 64 IN 11 GAPS / 1647 1647 / 1741 1760 / 1773 1773 / 1819 1836 / / 1843 1843 / 1846 1846 / 1869 1869 / 1893 1910 / / 1949 1949 / 1951 1951 / 1989 1989 / -------------------------------------------------------------------- 14 961072 MISSING VALUES FOUND: 99 IN 11 GAPS / 1589 1589 / 1647 1647 / 1708 1708 / 1731 1774 / / 1798 1828 / 1867 1867 / 1869 1869 / 1890 1890 / / 1898 1913 / 1949 1949 / 1989 1989 / -------------------------------------------------------------------- 15 961081 MISSING VALUES FOUND: 3 IN 1 GAPS / 1827 1829 / -------------------------------------------------------------------- 16 961082 MISSING VALUES FOUND: 1 IN 1 GAPS / 1890 1890 / -------------------------------------------------------------------- 17 961091 MISSING VALUES FOUND: 4 IN 4 GAPS / 1802 1802 / 1869 1869 / 1890 1890 / 1949 1949 / -------------------------------------------------------------------- 18 961092 MISSING VALUES FOUND: 1 IN 1 GAPS / 1949 1949 / -------------------------------------------------------------------- 19 961101 MISSING VALUES FOUND: 9 IN 5 GAPS / 1768 1768 / 1833 1833 / 1919 1919 / 1925 1925 / / 1942 1946 / -------------------------------------------------------------------- 20 961102 MISSING VALUES FOUND: 6 IN 6 GAPS / 1768 1768 / 1830 1830 / 1833 1833 / 1890 1890 / / 1893 1893 / 1949 1949 / -------------------------------------------------------------------- 21 961111 MISSING VALUES FOUND: 5 IN 5 GAPS / 1742 1742 / 1759 1759 / 1890 1890 / 1949 1949 / / 1989 1989 / -------------------------------------------------------------------- 22 961112 MISSING VALUES FOUND: 5 IN 5 GAPS / 1759 1759 / 1890 1890 / 1949 1949 / 1974 1974 / / 1989 1989 / -------------------------------------------------------------------- 25 961131 MISSING VALUES FOUND: 2 IN 2 GAPS / 1830 1830 / 1900 1900 / -------------------------------------------------------------------- 26 961132 MISSING VALUES FOUND: 1 IN 1 GAPS / 1949 1949 / -------------------------------------------------------------------- |------------------ STATISTICS OF RAW TREE-RING MEASUREMENTS ------------------| SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 1 961011 1636 1990 355 0.299 0.035 1.813 9.048 0.106 -0.008 2 961012 1662 1990 329 0.285 0.038 1.420 7.255 0.120 0.096 3 961021 1540 1990 451 0.277 0.048 1.668 8.534 0.123 0.211 4 961022 1596 1990 395 0.274 0.047 2.510 11.108 0.138 0.054 5 961031 1690 1990 301 0.233 0.026 0.897 5.605 0.098 0.212 6 961032 1689 1990 302 0.234 0.035 1.661 6.778 0.105 0.326 7 961041 1710 1990 281 0.256 0.026 0.792 3.985 0.092 0.200 8 961042 1754 1990 237 0.257 0.030 1.162 7.033 0.101 0.208 9 961051 1646 1990 345 0.297 0.051 0.759 4.235 0.110 0.465 10 961052 1647 1952 306 0.290 0.046 0.700 3.870 0.115 0.376 11 961061 1641 1990 350 0.287 0.063 2.112 11.504 0.134 0.284 12 961062 1642 1990 349 0.262 0.050 1.039 4.677 0.126 0.446 13 961071 1574 1990 417 0.274 0.058 2.600 12.471 0.157 0.103 14 961072 1547 1990 444 0.271 0.047 1.620 6.835 0.159 -0.004 15 961081 1782 1990 209 0.298 0.041 1.030 4.185 0.090 0.578 16 961082 1845 1990 146 0.300 0.047 2.537 10.485 0.094 0.598 17 961091 1719 1990 272 0.272 0.037 0.625 5.642 0.118 0.169 18 961092 1740 1990 251 0.291 0.035 1.309 7.655 0.105 0.179 19 961101 1720 1990 271 0.276 0.036 1.931 8.372 0.109 0.163 SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 20 961102 1713 1990 278 0.271 0.035 1.714 6.598 0.112 0.098 21 961111 1696 1990 295 0.265 0.038 2.009 8.037 0.123 0.029 22 961112 1742 1990 249 0.262 0.045 2.363 9.196 0.133 0.020 23 961121 1727 1990 264 0.251 0.032 0.356 3.558 0.089 0.537 24 961122 1730 1990 261 0.261 0.023 0.267 3.418 0.075 0.339 25 961131 1638 1990 353 0.237 0.027 1.028 4.524 0.099 0.273 26 961132 1659 1990 332 0.237 0.026 1.562 9.537 0.096 0.230 NUMBER OF SERIES READ IN: 26 FROM 1540 TO 1990 451 YEARS |---------------- SUMMARY OF RAW TREE-RING SERIES STATISTICS ------------------| YEAR MEAN STDEV SKEW KURT SENS AC(1) ARITHMETIC MEAN 292 0.270 0.039 1.442 7.083 0.113 0.238 STANDARD DEVIATION 60 0.021 0.010 0.677 2.646 0.020 0.178 MEDIAN (50TH QUANTILE) 277 0.272 0.037 1.491 6.934 0.109 0.209 INTERQUARTILE RANGE 72 0.030 0.015 1.034 4.524 0.025 0.240 MINIMUM VALUE 145 0.233 0.023 0.267 3.418 0.075 -0.008 LOWER HINGE (25TH QUANTILE) 262 0.257 0.032 0.897 4.524 0.098 0.098 UPPER HINGE (75TH QUANTILE) 334 0.287 0.047 1.931 9.048 0.123 0.339 MAXIMUM VALUE 445 0.300 0.063 2.600 12.471 0.159 0.598 |-------------------- ALL POSSIBLE SERIES RBAR STATISTICS ---------------------| TOTAL MEAN STANDARD STANDARD SKEWESS KURTOSIS MINIMUM MAXIMUM CORRS RBAR DEVIATION ERROR COEFF COEFF CORR CORR 325 0.338 0.135 0.008 -0.276 3.040 -0.057 0.725 MINIMUM CORRELATION: -0.057 SERIES 961071 AND 961081 209 YEARS MAXIMUM CORRELATION: 0.725 SERIES 961111 AND 961112 249 YEARS PERCENT OF ALL POSSIBLE CORRELATIONS USED (N>20 YEARS): 100.00 PERCENT OF ALL POSSIBLE TREE-RING YEARS USED IN RBAR: 59.33 |--------------------------- RUNNING RBAR STATISTICS --------------------------| YEAR 1600. 1625. 1650. 1675. 1700. 1725. 1750. 1775. 1800. 1825. CORR 3. 6. 6. 45. 66. 105. 171. 253. 276. 300. RBAR 0.399 0.414 0.371 0.281 0.257 0.251 0.369 0.338 0.396 0.451 SDEV 0.057 0.284 0.220 0.209 0.190 0.211 0.181 0.211 0.184 0.169 SERR 0.033 0.116 0.090 0.031 0.023 0.021 0.014 0.013 0.011 0.010 EPS 0.704 0.779 0.835 0.825 0.836 0.864 0.930 0.925 0.942 0.954 NSS 3.6 5.0 8.6 12.1 14.8 19.0 22.6 24.3 24.9 25.1 YEAR 1850. 1875. 1900. 1925. 1950. CORR 300. 325. 325. 325. 300. RBAR 0.418 0.270 0.276 0.472 0.524 SDEV 0.171 0.198 0.195 0.147 0.156 SERR 0.010 0.011 0.011 0.008 0.009 EPS 0.948 0.906 0.908 0.959 0.966 NSS 25.6 26.0 26.0 26.0 25.6 |======================== RAW DATA CHRONOLOGY STATISTICS ======================| |----------------- ROBUST MEAN RAW DATA CHRONOLOGY STATISTICS -----------------| FIRST LAST TOTAL MEAN STDRD SKEW KURTOSIS MEAN SERIAL YEAR YEAR YEARS INDEX DEV COEFF COEFF SENS CORR 1540 1990 451 0.269 0.029 2.661 16.789 0.092 -0.048 MEAN INDICES VS THEIR STANDARD DEVIATIONS ROBUST MEAN EFFICIENCY RESULTS CORRELATION SLOPE INTERCEPT # IMPROVED # UNIMPROVED 0.571 0.311 -0.049 132 319 |---------------- ROBUST MEAN EFFICIENCY GAIN AND LOSS RESULTS ----------------| MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM GAIN RANGE GAIN HINGE HINGE GAIN 1.24 0.70 1.00 1.07 1.77 8.47 MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM LOSS RANGE LOSS HINGE HINGE LOSS 0.92 0.13 0.00 0.87 1.00 1.00 |--------------------- SEGMENT LENGTH SUMMARY STATISTICS ----------------------| MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM LENGTH RANGE LENGTH HINGE HINGE LENGTH 302. 86. 146. 264. 350. 451. |----------- RAW DATA CHRONOLOGY AUTO AND PARTIAL AUTOCORRELATIONS ------------| LAG T-1 T-2 T-3 T-4 T-5 T-6 T-7 T-8 T-9 T-10 ACF -0.048 0.045 0.063 0.064 0.161 0.072 0.038 0.034 0.088 0.037 PACF -0.048 0.043 0.067 0.069 0.164 0.084 0.029 0.009 0.060 0.007 95% C.L. 0.094 0.094 0.095 0.095 0.095 0.098 0.098 0.098 0.098 0.099 |------------------ RAW DATA CHRONOLOGY AUTOREGRESSIVE MODEL ------------------| ORD RSQ T-1 T-2 T-3 T-4 T-5 T-6 T-7 T-8 T-9 T-10 0 0.000 |================== DETRENDED DATA CURVE FITS AND STATISTICS ==================| |------------------------ RESULTS OF FIRST DETRENDING -------------------------| |--------------- GROWTH CURVE USED FOR DETRENDING TREE-RING DATA --------------| CURVE OPTION -2: REGIONAL CURVE DETRENDING F(I) = ONE AGE-ALIGNED CURVE CURVE OPTION -1: FIRST-DIFFERENCES F(I) = Y(I) - Y(I-1) CURVE OPTION 1: NEG EXPON CURVE, NO = OPT 3 F(I) = A*EXP(-B*T(I)) + D CURVE OPTION 2: NEG EXPON CURVE, NO = OPT 4 F(I) = A*EXP(-B*T(I)) + D CURVE OPTION 3: LINEAR REGRESSION (ANY SLOPE) F(I) = +/-C*T(I) + D CURVE OPTION 4: LINEAR REGRESSION (NEG SLOPE) F(I) = -C*T(I) + D CURVE OPTION 5: HORIZONTAL LINE THROUGH MEAN F(I) = MEAN(Y(I)) = D CURVE OPTION 6: HUGERSHOFF GROWTH FUNCTION F(I) = A*T(I)**B * EXP(C*T(I)) CURVE OPTION 7: GENERAL EXPONENTIAL CURVE F(I) = A*T(I) * EXP(-B*T(I)) CURVE OPTION >9: CUBIC SMOOTHING SPLINE FIXED 50 PCT VARIANCE CUTOFF CURVE OPTION <-9: CUBIC SMOOTHING SPLINE PCT N 50 PCT VARIANCE CUTOFF SERIES IDENT OPTION A B C D 1 961011 3 0.00000000 0.00000000 -0.00000801 0.30223250 2 961012 3 0.00000000 0.00000000 -0.00009926 0.30296606 3 961021 3 0.00000000 0.00000000 0.00005724 0.26580527 4 961022 3 0.00000000 0.00000000 0.00009328 0.25782636 5 961031 1 0.06113134 0.00217643 0.00000000 0.18943010 6 961032 3 0.00000000 0.00000000 -0.00006126 0.24501127 7 961041 3 0.00000000 0.00000000 0.00006906 0.24665149 8 961042 3 0.00000000 0.00000000 0.00008656 0.24734955 9 961051 3 0.00000000 0.00000000 -0.00026683 0.34399077 10 961052 1 0.07426357 0.01251075 0.00000000 0.26899424 11 961061 3 0.00000000 0.00000000 -0.00023474 0.33333844 12 961062 3 0.00000000 0.00000000 -0.00029363 0.31620944 13 961071 3 0.00000000 0.00000000 0.00005362 0.26403490 14 961072 3 0.00000000 0.00000000 -0.00003443 0.28188759 15 961081 1 0.12899789 0.00871741 0.00000000 0.23933974 16 961082 1 0.20749526 0.11691774 0.00000000 0.28837511 17 961091 3 0.00000000 0.00000000 -0.00016820 0.29567578 18 961092 1 0.04621595 0.02419924 0.00000000 0.28399172 19 961101 1 0.11110839 0.10369023 0.00000000 0.27321315 SERIES IDENT OPTION A B C D 20 961102 1 0.05572896 0.01638286 0.00000000 0.26065442 21 961111 3 0.00000000 0.00000000 -0.00008219 0.27807090 22 961112 3 0.00000000 0.00000000 -0.00007540 0.27279499 23 961121 3 0.00000000 0.00000000 -0.00028948 0.28926548 24 961122 1 0.02968880 0.01847037 0.00000000 0.25513542 25 961131 1 0.04700336 0.03461310 0.00000000 0.23351614 26 961132 1 0.01123751 0.02023625 0.00000000 0.23563273 |-------------------- STATISTICS OF SINGLE TREE-RING SERIES -------------------| SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 1 961011 1636 1990 355 1.000 0.122 1.704 7.893 0.114 -0.030 2 961012 1662 1990 329 1.000 0.134 1.649 7.397 0.129 0.001 3 961021 1540 1990 451 1.000 0.176 1.728 8.730 0.128 0.177 4 961022 1596 1990 395 1.000 0.174 2.323 10.125 0.147 -0.027 5 961031 1690 1990 301 1.000 0.112 1.541 7.844 0.102 0.052 6 961032 1689 1990 302 1.000 0.152 1.777 6.872 0.112 0.282 7 961041 1710 1990 281 1.000 0.100 0.817 4.195 0.092 0.162 8 961042 1754 1990 237 1.000 0.116 1.140 6.581 0.102 0.164 9 961051 1646 1990 345 1.000 0.151 1.829 8.893 0.114 0.205 10 961052 1647 1952 306 1.000 0.150 1.223 5.132 0.121 0.242 11 961061 1641 1990 350 1.000 0.225 3.134 17.285 0.143 0.193 12 961062 1642 1990 349 1.000 0.159 2.007 9.090 0.128 0.172 13 961071 1574 1990 417 1.000 0.217 2.354 10.924 0.173 0.057 14 961072 1547 1990 444 1.000 0.181 1.521 6.125 0.169 -0.029 15 961081 1782 1990 209 1.000 0.091 0.824 5.813 0.091 0.113 16 961082 1845 1990 146 1.000 0.108 0.805 5.465 0.094 0.267 17 961091 1719 1990 272 1.000 0.133 1.347 7.586 0.121 0.031 18 961092 1740 1990 251 1.000 0.119 1.355 6.988 0.108 0.062 19 961101 1720 1990 271 1.000 0.122 1.982 9.312 0.111 0.027 SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 20 961102 1713 1990 278 1.000 0.124 1.972 7.459 0.119 -0.106 21 961111 1696 1990 295 1.000 0.149 2.175 8.556 0.128 -0.006 22 961112 1742 1990 249 1.000 0.177 2.445 9.331 0.140 0.003 23 961121 1727 1990 264 1.000 0.092 0.556 4.606 0.088 0.130 24 961122 1730 1990 261 1.000 0.083 0.273 3.670 0.075 0.265 25 961131 1638 1990 353 1.000 0.110 1.102 5.418 0.100 0.201 26 961132 1659 1990 332 1.000 0.113 1.754 10.014 0.097 0.216 |---------------- SUMMARY OF SINGLE TREE-RING SERIES STATISTICS ---------------| YEAR MEAN STDEV SKEW KURT SENS AC(1) ARITHMETIC MEAN 309 1.000 0.138 1.590 7.742 0.117 0.109 STANDARD DEVIATION 70 0.000 0.037 0.648 2.738 0.024 0.111 MEDIAN (50TH QUANTILE) 301 1.000 0.128 1.677 7.523 0.114 0.121 INTERQUARTILE RANGE 86 0.000 0.047 0.842 3.277 0.029 0.198 MINIMUM VALUE 146 1.000 0.083 0.273 3.670 0.075 -0.106 LOWER HINGE (25TH QUANTILE) 264 1.000 0.112 1.140 5.813 0.100 0.003 UPPER HINGE (75TH QUANTILE) 350 1.000 0.159 1.982 9.090 0.128 0.201 MAXIMUM VALUE 451 1.000 0.225 3.134 17.285 0.173 0.282 |------------------------ RESULTS OF SECOND DETRENDING ------------------------| |--------------- GROWTH CURVE USED FOR DETRENDING TREE-RING DATA --------------| CURVE OPTION -2: REGIONAL CURVE DETRENDING F(I) = ONE AGE-ALIGNED CURVE CURVE OPTION -1: FIRST-DIFFERENCES F(I) = Y(I) - Y(I-1) CURVE OPTION 1: NEG EXPON CURVE, NO = OPT 3 F(I) = A*EXP(-B*T(I)) + D CURVE OPTION 2: NEG EXPON CURVE, NO = OPT 4 F(I) = A*EXP(-B*T(I)) + D CURVE OPTION 3: LINEAR REGRESSION (ANY SLOPE) F(I) = +/-C*T(I) + D CURVE OPTION 4: LINEAR REGRESSION (NEG SLOPE) F(I) = -C*T(I) + D CURVE OPTION 5: HORIZONTAL LINE THROUGH MEAN F(I) = MEAN(Y(I)) = D CURVE OPTION 6: HUGERSHOFF GROWTH FUNCTION F(I) = A*T(I)**B * EXP(C*T(I)) CURVE OPTION 7: GENERAL EXPONENTIAL CURVE F(I) = A*T(I) * EXP(-B*T(I)) CURVE OPTION >9: CUBIC SMOOTHING SPLINE FIXED 50 PCT VARIANCE CUTOFF CURVE OPTION <-9: CUBIC SMOOTHING SPLINE PCT N 50 PCT VARIANCE CUTOFF SERIES IDENT OPTION A B C D 1 961011 -67 237 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 2 961012 -67 220 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 3 961021 -67 302 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 4 961022 -67 264 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 5 961031 -67 201 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 6 961032 -67 202 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 7 961041 -67 188 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 8 961042 -67 158 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 9 961051 -67 231 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 10 961052 -67 205 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 11 961061 -67 234 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 12 961062 -67 233 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 13 961071 -67 279 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 14 961072 -67 297 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 15 961081 -67 140 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 16 961082 -67 97 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 17 961091 -67 182 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 18 961092 -67 168 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 19 961101 -67 181 SMOOTHING SPLINE CURVE AND WINDOW WIDTH SERIES IDENT OPTION A B C D 20 961102 -67 186 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 21 961111 -67 197 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 22 961112 -67 166 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 23 961121 -67 176 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 24 961122 -67 174 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 25 961131 -67 236 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 26 961132 -67 222 SMOOTHING SPLINE CURVE AND WINDOW WIDTH |-------------------- STATISTICS OF SINGLE TREE-RING SERIES -------------------| SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 1 961011 1636 1990 355 1.000 0.121 1.667 7.616 0.114 -0.043 2 961012 1662 1990 329 1.000 0.132 1.654 7.467 0.129 -0.023 3 961021 1540 1990 451 0.999 0.166 2.557 14.415 0.129 0.024 4 961022 1596 1990 395 1.000 0.172 2.335 10.205 0.147 -0.043 5 961031 1690 1990 301 1.000 0.111 1.555 7.963 0.102 0.043 6 961032 1689 1990 302 1.000 0.145 1.747 6.968 0.112 0.224 7 961041 1710 1990 281 1.000 0.098 0.858 4.402 0.092 0.124 8 961042 1754 1990 237 1.000 0.111 1.207 7.344 0.102 0.095 9 961051 1646 1990 345 0.999 0.146 2.054 9.930 0.114 0.155 10 961052 1647 1952 306 0.999 0.142 1.213 5.060 0.121 0.157 11 961061 1641 1990 350 0.999 0.219 3.481 20.855 0.143 0.134 12 961062 1642 1990 349 1.000 0.154 1.997 9.445 0.128 0.123 13 961071 1574 1990 417 0.999 0.213 2.477 11.483 0.173 0.023 14 961072 1547 1990 444 1.000 0.179 1.663 6.955 0.169 -0.057 15 961081 1782 1990 209 1.000 0.090 0.791 5.672 0.091 0.095 16 961082 1845 1990 146 1.000 0.106 0.874 5.639 0.094 0.244 17 961091 1719 1990 272 1.000 0.127 1.630 8.758 0.121 -0.068 18 961092 1740 1990 251 1.000 0.118 1.534 7.959 0.108 0.042 19 961101 1720 1990 271 1.000 0.121 2.068 9.777 0.111 0.008 SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 20 961102 1713 1990 278 1.000 0.123 2.024 7.787 0.119 -0.125 21 961111 1696 1990 295 1.000 0.147 2.276 9.376 0.128 -0.026 22 961112 1742 1990 249 1.000 0.176 2.495 9.487 0.140 -0.008 23 961121 1727 1990 264 1.000 0.089 0.631 4.620 0.088 0.073 24 961122 1730 1990 261 1.000 0.082 0.266 3.627 0.075 0.237 25 961131 1638 1990 353 1.000 0.106 1.100 5.660 0.100 0.153 26 961132 1659 1990 332 1.000 0.109 1.815 9.913 0.097 0.164 |---------------- SUMMARY OF SINGLE TREE-RING SERIES STATISTICS ---------------| YEAR MEAN STDEV SKEW KURT SENS AC(1) ARITHMETIC MEAN 309 1.000 0.135 1.691 8.399 0.117 0.066 STANDARD DEVIATION 70 0.000 0.036 0.712 3.511 0.024 0.101 MEDIAN (50TH QUANTILE) 301 1.000 0.125 1.665 7.873 0.114 0.058 INTERQUARTILE RANGE 86 0.000 0.045 0.861 4.105 0.029 0.176 MINIMUM VALUE 146 0.999 0.082 0.266 3.627 0.075 -0.125 LOWER HINGE (25TH QUANTILE) 264 1.000 0.109 1.207 5.672 0.100 -0.023 UPPER HINGE (75TH QUANTILE) 350 1.000 0.154 2.068 9.777 0.129 0.153 MAXIMUM VALUE 451 1.000 0.219 3.481 20.855 0.173 0.244 |-------------------- ALL POSSIBLE SERIES RBAR STATISTICS ---------------------| TOTAL MEAN STANDARD STANDARD SKEWESS KURTOSIS MINIMUM MAXIMUM CORRS RBAR DEVIATION ERROR COEFF COEFF CORR CORR 325 0.363 0.105 0.006 0.198 3.091 0.112 0.732 MINIMUM CORRELATION: 0.112 SERIES 961101 AND 961122 261 YEARS MAXIMUM CORRELATION: 0.732 SERIES 961111 AND 961112 249 YEARS PERCENT OF ALL POSSIBLE CORRELATIONS USED (N>20 YEARS): 100.00 PERCENT OF ALL POSSIBLE TREE-RING YEARS USED IN RBAR: 59.33 |--------------------------- RUNNING RBAR STATISTICS --------------------------| YEAR 1600. 1625. 1650. 1675. 1700. 1725. 1750. 1775. 1800. 1825. CORR 3. 6. 6. 45. 66. 105. 171. 253. 276. 300. RBAR 0.415 0.410 0.382 0.292 0.263 0.266 0.366 0.323 0.400 0.456 SDEV 0.067 0.284 0.217 0.179 0.190 0.193 0.186 0.210 0.185 0.167 SERR 0.039 0.116 0.089 0.027 0.023 0.019 0.014 0.013 0.011 0.010 EPS 0.718 0.777 0.841 0.833 0.841 0.873 0.929 0.921 0.943 0.955 NSS 3.6 5.0 8.6 12.1 14.8 19.0 22.6 24.3 24.9 25.1 YEAR 1850. 1875. 1900. 1925. 1950. CORR 300. 325. 325. 325. 300. RBAR 0.425 0.275 0.279 0.482 0.530 SDEV 0.169 0.189 0.194 0.141 0.146 SERR 0.010 0.010 0.011 0.008 0.008 EPS 0.950 0.908 0.910 0.960 0.966 NSS 25.6 26.0 26.0 26.0 25.6 |======================== STANDARD CHRONOLOGY STATISTICS ======================| *** VARIANCE STABILIZED WITH BRIFFA RBAR-WEIGHTED METHOD *** |----------------- ROBUST MEAN STANDARD CHRONOLOGY STATISTICS -----------------| FIRST LAST TOTAL MEAN STDRD SKEW KURTOSIS MEAN SERIAL YEAR YEAR YEARS INDEX DEV COEFF COEFF SENS CORR 1540 1990 451 0.993 0.103 2.785 15.144 0.095 -0.123 MEAN INDICES VS THEIR STANDARD DEVIATIONS ROBUST MEAN EFFICIENCY RESULTS CORRELATION SLOPE INTERCEPT # IMPROVED # UNIMPROVED 0.546 0.285 -0.194 168 283 |---------------- ROBUST MEAN EFFICIENCY GAIN AND LOSS RESULTS ----------------| MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM GAIN RANGE GAIN HINGE HINGE GAIN 1.29 0.91 1.00 1.09 2.00 18.22 MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM LOSS RANGE LOSS HINGE HINGE LOSS 0.93 0.11 0.00 0.89 1.00 1.00 |----------- STANDARD CHRONOLOGY AUTO AND PARTIAL AUTOCORRELATIONS ------------| LAG T-1 T-2 T-3 T-4 T-5 T-6 T-7 T-8 T-9 T-10 ACF -0.122 0.012 -0.013 -0.002 0.066 -0.004 0.007 -0.042 -0.001 -0.034 PACF -0.122 -0.003 -0.012 -0.005 0.067 0.012 0.007 -0.039 -0.012 -0.041 95% C.L. 0.094 0.096 0.096 0.096 0.096 0.096 0.096 0.096 0.096 0.096 |------------------ STANDARD CHRONOLOGY AUTOREGRESSIVE MODEL ------------------| ORD RSQ T-1 T-2 T-3 T-4 T-5 T-6 T-7 T-8 T-9 T-10 1 0.015 -0.123 |======================= POOLED AUTOREGRESSION ANALYSIS =======================| POOLED AUTOCORRELATIONS: LAG T= -1 T= -2 T= -3 T= -4 T= -5 T= -6 T= -7 T= -8 T= -9 T=-10 -0.165 0.064 -0.024 -0.005 0.015 0.016 0.099 -0.008 -0.014 -0.014 YULE-WALKER ESTIMATES OF AUTOREGRESSION: ORDER T= -1 T= -2 T= -3 T= -4 T= -5 T= -6 T= -7 T= -8 T= -9 T=-10 1 -0.165 2 -0.159 0.038 3 -0.158 0.037 -0.008 4 -0.159 0.037 -0.010 -0.012 5 -0.158 0.037 -0.010 -0.010 0.014 6 -0.159 0.038 -0.010 -0.011 0.018 0.022 7 -0.161 0.036 -0.009 -0.010 0.014 0.039 0.106 8 -0.164 0.035 -0.009 -0.010 0.014 0.038 0.110 0.023 9 -0.163 0.037 -0.008 -0.009 0.014 0.038 0.111 0.020 -0.022 10 -0.163 0.037 -0.006 -0.009 0.014 0.038 0.110 0.020 -0.025 -0.018 LAST TERM IN EACH ROW ABOVE EQUALS THE PARTIAL AUTOCORRELATION COEFFICIENT AKAIKE INFORMATION CRITERION: AR( 0) AR( 1) AR( 2) AR( 3) AR( 4) AR( 5) 3289.49 3279.04 3280.39 3282.36 3284.29 3286.20 AR( 6) AR( 7) AR( 8) AR( 9) AR(10) 3287.97 3284.87 3286.63 3288.41 3290.28 SELECTED AUTOREGRESSION ORDER: 1 AR ORDER SELECTION CRITERION: IPP=0 FIRST-MINIMUM AIC SELECTION THE AIC TRACE SHOULD BE CHECKED TO SEE IF AR ORDER SELECTION CRITERION IS ADEQUATE. E.G. IF AR-ORDERS OF THE FIRST-MINIMUM AND THE FULL-MINIMUM AIC ARE CLOSE, AN ARSTAN RUN WITH FULL-MINIMUM AIC ORDER SELECTION MIGHT BE TRIED AUTOREGRESSION COEFFICIENTS: T= -1 T= -2 T= -3 T= -4 T= -5 T= -6 T= -7 T= -8 T= -9 T=-10 -0.165 R-SQUARED DUE TO POOLED AUTOREGRESSION: 2.72 PCT VARIANCE INFLATION FROM AUTOREGRESSION: 102.80 PCT IMPULSE RESPONSE FUNCTION WEIGHTS FOR THIS AR ( 1) PROCESS OUT TO ORDER 50: 1.0000 -0.165 0.027 -0.004 0.001 0.000 0.000 0.000 0.000 0.000 0.0000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 |================== INDIVIDUAL SERIES AUTOREGRESSION ANALYSES =================| |---------------- INDIVIDUAL SERIES AUTOREGRESSIVE COEFFICIENTS ---------------| SERIES IDENT ORDER RSQ t-1 t-2 t-3 ..... t-IP 1 961011 1 0.003 -0.043 2 961012 1 0.001 -0.023 3 961021 1 0.032 0.024 4 961022 1 0.011 -0.043 5 961031 1 0.019 0.043 6 961032 1 0.072 0.224 7 961041 1 0.054 0.124 8 961042 1 0.041 0.095 9 961051 1 0.071 0.155 10 961052 1 0.106 0.159 11 961061 1 0.026 0.134 12 961062 1 0.017 0.123 13 961071 1 0.001 0.023 14 961072 1 0.008 -0.057 15 961081 1 0.018 0.097 16 961082 1 0.094 0.245 17 961091 1 0.005 -0.068 18 961092 1 0.003 0.043 19 961101 1 0.000 0.008 SERIES IDENT ORDER RSQ t-1 t-2 t-3 ..... t-IP 20 961102 1 0.022 -0.125 21 961111 1 0.003 -0.026 22 961112 1 0.012 -0.008 23 961121 1 0.022 0.075 24 961122 1 0.085 0.237 25 961131 1 0.067 0.153 26 961132 1 0.079 0.164 |------------- SUMMARY STATISTICS FOR AUTOREGRESSIVE COEFFICIENTS -------------| ORDER RSQ t-1 t-2 t-3 ..... t-IP ARITHMETIC MEAN 1 0.033 0.067 STANDARD DEVIATION 0 0.033 0.101 MEDIAN 1 0.020 0.059 INTERQUARTILE RANGE 0 0.063 0.176 MINIMUM VALUE 1 0.000 -0.125 LOWER HINGE 1 0.005 -0.023 UPPER HINGE 1 0.067 0.153 MAXIMUM VALUE 1 0.106 0.245 |------------------- STATISTICS OF PREWHITENED TREE-RING DATA -----------------| SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 1 961011 1636 1990 355 1.000 0.121 1.644 7.585 0.111 0.001 2 961012 1662 1990 329 1.000 0.132 1.652 7.477 0.127 0.000 3 961021 1540 1990 451 1.000 0.166 2.564 14.471 0.131 -0.004 4 961022 1596 1990 395 1.000 0.172 2.320 10.118 0.144 0.004 5 961031 1690 1990 301 1.000 0.111 1.575 8.075 0.105 -0.006 6 961032 1689 1990 302 1.000 0.141 1.767 7.194 0.129 -0.032 7 961041 1710 1990 281 1.000 0.097 0.918 4.679 0.100 -0.025 8 961042 1754 1990 237 1.000 0.111 1.349 8.122 0.109 -0.017 9 961051 1646 1990 345 1.000 0.144 2.087 10.047 0.126 -0.034 10 961052 1647 1952 306 1.000 0.140 1.190 5.331 0.134 -0.047 11 961061 1641 1990 350 1.000 0.217 3.580 21.922 0.154 -0.012 12 961062 1642 1990 349 1.000 0.153 1.993 9.752 0.138 -0.005 13 961071 1574 1990 417 1.000 0.213 2.488 11.553 0.175 -0.001 14 961072 1547 1990 444 1.000 0.179 1.633 6.797 0.164 0.004 15 961081 1782 1990 209 1.000 0.089 0.768 5.645 0.097 -0.009 16 961082 1845 1990 146 1.000 0.103 0.923 5.518 0.108 -0.045 17 961091 1719 1990 272 1.000 0.127 1.670 8.847 0.117 0.000 18 961092 1740 1990 251 1.000 0.118 1.548 8.062 0.110 -0.001 19 961101 1720 1990 271 1.000 0.121 2.067 9.770 0.111 0.000 SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 20 961102 1713 1990 278 1.000 0.122 2.008 7.754 0.110 0.010 21 961111 1696 1990 295 1.000 0.147 2.272 9.339 0.127 0.001 22 961112 1742 1990 249 1.000 0.176 2.495 9.477 0.140 0.001 23 961121 1727 1990 264 1.000 0.089 0.635 4.644 0.093 -0.011 24 961122 1730 1990 261 1.000 0.079 0.347 4.089 0.088 -0.040 25 961131 1638 1990 353 1.000 0.105 1.029 5.350 0.111 -0.032 26 961132 1659 1990 332 1.000 0.107 1.686 9.147 0.108 -0.038 |------------- SUMMARY OF PREWHITENED TREE-RING SERIES STATISTICS -------------| YEAR MEAN STDEV SKEW KURT SENS AC(1) ARITHMETIC MEAN 309 1.000 0.134 1.700 8.491 0.122 -0.013 STANDARD DEVIATION 70 0.000 0.036 0.711 3.628 0.022 0.017 MEDIAN (50TH QUANTILE) 301 1.000 0.124 1.661 8.069 0.114 -0.005 INTERQUARTILE RANGE 86 0.000 0.045 0.897 4.107 0.026 0.033 MINIMUM VALUE 146 1.000 0.079 0.347 4.089 0.088 -0.047 LOWER HINGE (25TH QUANTILE) 264 1.000 0.107 1.190 5.645 0.108 -0.032 UPPER HINGE (75TH QUANTILE) 350 1.000 0.153 2.087 9.752 0.134 0.000 MAXIMUM VALUE 451 1.000 0.217 3.580 21.922 0.175 0.010 |-------------------- ALL POSSIBLE SERIES RBAR STATISTICS ---------------------| TOTAL MEAN STANDARD STANDARD SKEWESS KURTOSIS MINIMUM MAXIMUM CORRS RBAR DEVIATION ERROR COEFF COEFF CORR CORR 325 0.375 0.098 0.005 0.276 3.126 0.147 0.730 MINIMUM CORRELATION: 0.147 SERIES 961021 AND 961122 261 YEARS MAXIMUM CORRELATION: 0.730 SERIES 961111 AND 961112 249 YEARS PERCENT OF ALL POSSIBLE CORRELATIONS USED (N>20 YEARS): 100.00 PERCENT OF ALL POSSIBLE TREE-RING YEARS USED IN RBAR: 59.33 |--------------------------- RUNNING RBAR STATISTICS --------------------------| YEAR 1600. 1625. 1650. 1675. 1700. 1725. 1750. 1775. 1800. 1825. CORR 3. 6. 6. 45. 66. 105. 171. 253. 276. 300. RBAR 0.410 0.407 0.380 0.307 0.284 0.281 0.363 0.319 0.412 0.461 SDEV 0.061 0.286 0.221 0.173 0.185 0.180 0.183 0.205 0.181 0.164 SERR 0.035 0.117 0.090 0.026 0.023 0.018 0.014 0.013 0.011 0.009 EPS 0.713 0.774 0.840 0.842 0.854 0.881 0.928 0.919 0.946 0.955 NSS 3.6 5.0 8.6 12.1 14.8 19.0 22.6 24.3 24.9 25.1 YEAR 1850. 1875. 1900. 1925. 1950. CORR 300. 325. 325. 325. 300. RBAR 0.430 0.291 0.290 0.491 0.540 SDEV 0.165 0.178 0.186 0.133 0.133 SERR 0.010 0.010 0.010 0.007 0.008 EPS 0.951 0.914 0.914 0.962 0.968 NSS 25.6 26.0 26.0 26.0 25.6 |======================== RESIDUAL CHRONOLOGY STATISTICS ======================| *** VARIANCE STABILIZED WITH BRIFFA RBAR-WEIGHTED METHOD *** |----------------- ROBUST MEAN RESIDUAL CHRONOLOGY STATISTICS -----------------| FIRST LAST TOTAL MEAN STDRD SKEW KURTOSIS MEAN SERIAL YEAR YEAR YEARS INDEX DEV COEFF COEFF SENS CORR 1540 1990 451 0.993 0.103 2.780 15.211 0.097 -0.154 MEAN INDICES VS THEIR STANDARD DEVIATIONS ROBUST MEAN EFFICIENCY RESULTS CORRELATION SLOPE INTERCEPT # IMPROVED # UNIMPROVED 0.540 0.281 -0.192 164 287 |---------------- ROBUST MEAN EFFICIENCY GAIN AND LOSS RESULTS ----------------| MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM GAIN RANGE GAIN HINGE HINGE GAIN 1.32 0.95 1.00 1.09 2.03 22.20 MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM LOSS RANGE LOSS HINGE HINGE LOSS 0.94 0.11 0.00 0.89 1.00 1.00 |----------- RESIDUAL CHRONOLOGY AUTO AND PARTIAL AUTOCORRELATIONS ------------| LAG T-1 T-2 T-3 T-4 T-5 T-6 T-7 T-8 T-9 T-10 ACF -0.154 0.017 -0.016 -0.006 0.066 -0.008 0.003 -0.046 0.003 -0.034 PACF -0.154 -0.007 -0.015 -0.011 0.065 0.013 0.003 -0.044 -0.010 -0.041 95% C.L. 0.094 0.096 0.096 0.096 0.096 0.097 0.097 0.097 0.097 0.097 |------------------ RESIDUAL CHRONOLOGY AUTOREGRESSIVE MODEL ------------------| ORD RSQ T-1 T-2 T-3 T-4 T-5 T-6 T-7 T-8 T-9 T-10 1 0.024 -0.154 |---------- REWHITENED CHRONOLOGY AUTO AND PARTIAL AUTOCORRELATIONS -----------| LAG T-1 T-2 T-3 T-4 T-5 T-6 T-7 T-8 T-9 T-10 ACF -0.001 -0.008 -0.015 0.002 0.067 0.003 -0.005 -0.047 -0.009 -0.040 PACF -0.001 -0.008 -0.015 0.002 0.067 0.003 -0.004 -0.045 -0.010 -0.045 95% C.L. 0.094 0.094 0.094 0.094 0.094 0.095 0.095 0.095 0.095 0.095 |----------------- REWHITENED CHRONOLOGY AUTOREGRESSIVE MODEL -----------------| ORD RSQ T-1 T-2 T-3 T-4 T-5 T-6 T-7 T-8 T-9 T-10 1 0.000 -0.001 |========================= ARSTAN CHRONOLOGY STATISTICS =======================| |----------------- ROBUST MEAN ARSTAN CHRONOLOGY STATISTICS -------------------| FIRST LAST TOTAL MEAN STDRD SKEW KURTOSIS MEAN SERIAL YEAR YEAR YEARS INDEX DEV COEFF COEFF SENS CORR 1540 1990 451 0.993 0.103 2.767 15.121 0.098 -0.165 |------------ ARSTAN CHRONOLOGY AUTO AND PARTIAL AUTOCORRELATIONS -------------| LAG T-1 T-2 T-3 T-4 T-5 T-6 T-7 T-8 T-9 T-10 ACF -0.164 0.020 -0.017 -0.006 0.066 -0.008 0.003 -0.046 0.004 -0.034 PACF -0.164 -0.007 -0.015 -0.012 0.065 0.013 0.003 -0.044 -0.011 -0.040 95% C.L. 0.094 0.097 0.097 0.097 0.097 0.097 0.097 0.097 0.097 0.097 |------------------- ARSTAN CHRONOLOGY AUTOREGRESSIVE MODEL -------------------| ORD RSQ T-1 T-2 T-3 T-4 T-5 T-6 T-7 T-8 T-9 T-10 1 0.027 -0.165 |================ AS JIM MORRISON WOULD SAY, "THIS IS THE END" ================| ELAPSED TIME OF TURBO ARSTAN RUN: 0.46 MINUTES