RUN: RUSS003 FILE NAMES FILE PROCESSED: run_me DATA FILE PROCESSED: RUSS096I.rwl.conv LOG FILE PROCESSED: RUSS096I.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: 963 1 Murmashi DENSITY_EARLY PCAB - 963 2 Russia Norway spruce 140 6846-3248 1678 1992 - 963 3 FRITZ SCHWEINGRUBER - |------------ SERIES GAPS FOUND BASED ON ANY NEGATIVE NUMBER FOUND ------------| SERIES IDENT RESULTS OF SCANS FOR GAPS OR MISSING VALUES 2 963052 MISSING VALUES FOUND: 2 IN 2 GAPS / 1790 1790 / 1874 1874 / -------------------------------------------------------------------- 3 963061 MISSING VALUES FOUND: 2 IN 2 GAPS / 1874 1874 / 1879 1879 / -------------------------------------------------------------------- 4 963062 MISSING VALUES FOUND: 2 IN 2 GAPS / 1874 1874 / 1879 1879 / -------------------------------------------------------------------- 6 963072 MISSING VALUES FOUND: 63 IN 2 GAPS / 1897 1958 / 1962 1962 / -------------------------------------------------------------------- 7 963171 MISSING VALUES FOUND: 3 IN 3 GAPS / 1874 1874 / 1882 1882 / 1910 1910 / -------------------------------------------------------------------- 8 963172 MISSING VALUES FOUND: 4 IN 4 GAPS / 1874 1874 / 1882 1882 / 1887 1887 / 1943 1943 / -------------------------------------------------------------------- 9 963181 MISSING VALUES FOUND: 1 IN 1 GAPS / 1910 1910 / -------------------------------------------------------------------- 11 963191 MISSING VALUES FOUND: 2 IN 2 GAPS / 1982 1982 / 1990 1990 / -------------------------------------------------------------------- 12 963192 MISSING VALUES FOUND: 2 IN 2 GAPS / 1874 1874 / 1975 1975 / -------------------------------------------------------------------- 13 963201 MISSING VALUES FOUND: 5 IN 5 GAPS / 1871 1871 / 1879 1879 / 1902 1902 / 1923 1923 / / 1982 1982 / -------------------------------------------------------------------- 14 963202 MISSING VALUES FOUND: 3 IN 3 GAPS / 1871 1871 / 1882 1882 / 1982 1982 / -------------------------------------------------------------------- 15 963231 MISSING VALUES FOUND: 2 IN 2 GAPS / 1975 1975 / 1982 1982 / -------------------------------------------------------------------- 16 963232 MISSING VALUES FOUND: 2 IN 2 GAPS / 1975 1975 / 1982 1982 / -------------------------------------------------------------------- 17 963241 MISSING VALUES FOUND: 2 IN 2 GAPS / 1796 1796 / 1982 1982 / -------------------------------------------------------------------- 18 963242 MISSING VALUES FOUND: 2 IN 2 GAPS / 1796 1796 / 1982 1982 / -------------------------------------------------------------------- 23 963281 MISSING VALUES FOUND: 10 IN 3 GAPS / 1727 1733 / 1796 1797 / 1969 1969 / -------------------------------------------------------------------- 24 963282 MISSING VALUES FOUND: 8 IN 4 GAPS / 1745 1748 / 1796 1797 / 1910 1910 / 1912 1912 / -------------------------------------------------------------------- 25 963291 MISSING VALUES FOUND: 2 IN 2 GAPS / 1795 1795 / 1797 1797 / -------------------------------------------------------------------- 26 963292 MISSING VALUES FOUND: 2 IN 2 GAPS / 1795 1795 / 1797 1797 / -------------------------------------------------------------------- 27 963301 MISSING VALUES FOUND: 11 IN 6 GAPS / 1795 1796 / 1871 1871 / 1874 1874 / 1879 1879 / / 1908 1912 / 1934 1934 / -------------------------------------------------------------------- 28 963302 MISSING VALUES FOUND: 5 IN 4 GAPS / 1795 1796 / 1871 1871 / 1874 1874 / 1910 1910 / -------------------------------------------------------------------- 29 963311 MISSING VALUES FOUND: 6 IN 6 GAPS / 1795 1795 / 1871 1871 / 1874 1874 / 1879 1879 / / 1910 1910 / 1949 1949 / -------------------------------------------------------------------- 30 963312 MISSING VALUES FOUND: 7 IN 6 GAPS / 1796 1797 / 1874 1874 / 1879 1879 / 1912 1912 / / 1914 1914 / 1949 1949 / -------------------------------------------------------------------- |------------------ STATISTICS OF RAW TREE-RING MEASUREMENTS ------------------| SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 1 963051 1678 1992 315 3.557 0.391 0.729 4.824 0.080 0.449 2 963052 1682 1992 311 3.688 0.466 2.317 13.203 0.097 0.225 3 963061 1714 1992 279 4.037 0.431 1.448 7.352 0.072 0.585 4 963062 1711 1992 282 4.044 0.496 1.116 5.542 0.074 0.646 5 963071 1705 1992 288 3.917 0.436 0.839 5.822 0.075 0.541 6 963072 1703 1992 290 4.424 0.567 0.801 3.892 0.089 0.542 7 963171 1699 1992 294 3.476 0.369 1.929 11.718 0.083 0.296 8 963172 1711 1992 282 3.423 0.388 1.046 6.118 0.087 0.417 9 963181 1746 1992 247 3.849 0.528 1.888 7.359 0.099 0.416 10 963182 1751 1992 242 3.830 0.466 2.032 9.088 0.090 0.444 11 963191 1727 1992 266 3.594 0.333 0.968 5.284 0.085 0.159 12 963192 1734 1992 259 3.722 0.415 1.271 7.602 0.097 0.236 13 963201 1750 1992 243 4.216 0.544 1.771 8.524 0.089 0.410 14 963202 1750 1992 243 4.131 0.529 2.221 10.789 0.096 0.306 15 963231 1726 1992 267 3.961 0.527 1.352 8.070 0.098 0.368 16 963232 1716 1992 277 4.008 0.418 0.799 4.222 0.087 0.335 17 963241 1734 1992 259 3.479 0.331 0.988 5.485 0.071 0.492 18 963242 1746 1992 247 3.684 0.370 0.650 3.258 0.067 0.611 19 963251 1731 1992 262 4.215 0.338 1.126 9.782 0.067 0.276 SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 20 963252 1734 1992 259 4.140 0.342 0.097 4.854 0.064 0.449 21 963261 1772 1992 221 4.102 0.475 1.306 5.130 0.065 0.695 22 963262 1778 1992 215 4.121 0.370 0.414 3.439 0.062 0.590 23 963281 1694 1992 299 3.390 0.389 0.346 2.670 0.068 0.663 24 963282 1704 1964 261 3.495 0.505 1.165 6.541 0.069 0.774 25 963291 1732 1992 261 3.889 0.396 1.226 6.649 0.072 0.508 26 963292 1745 1992 248 4.022 0.374 1.114 6.824 0.073 0.438 27 963301 1760 1992 233 3.946 0.452 1.529 8.121 0.070 0.606 28 963302 1755 1992 238 3.620 0.363 0.655 3.998 0.070 0.596 29 963311 1733 1973 241 4.085 0.485 0.537 2.982 0.067 0.715 30 963312 1740 1975 236 3.974 0.368 0.290 3.026 0.072 0.474 NUMBER OF SERIES READ IN: 30 FROM 1678 TO 1992 315 YEARS |---------------- SUMMARY OF RAW TREE-RING SERIES STATISTICS ------------------| YEAR MEAN STDEV SKEW KURT SENS AC(1) ARITHMETIC MEAN 257 3.868 0.429 1.132 6.406 0.078 0.475 STANDARD DEVIATION 25 0.274 0.070 0.576 2.681 0.012 0.157 MEDIAN (50TH QUANTILE) 257 3.932 0.417 1.115 5.970 0.073 0.462 INTERQUARTILE RANGE 39 0.465 0.115 0.720 3.848 0.020 0.228 MINIMUM VALUE 215 3.390 0.331 0.097 2.670 0.062 0.159 LOWER HINGE (25TH QUANTILE) 238 3.620 0.370 0.729 4.222 0.069 0.368 UPPER HINGE (75TH QUANTILE) 277 4.085 0.485 1.448 8.070 0.089 0.596 MAXIMUM VALUE 315 4.424 0.567 2.317 13.203 0.099 0.774 |-------------------- ALL POSSIBLE SERIES RBAR STATISTICS ---------------------| TOTAL MEAN STANDARD STANDARD SKEWESS KURTOSIS MINIMUM MAXIMUM CORRS RBAR DEVIATION ERROR COEFF COEFF CORR CORR 435 0.345 0.169 0.008 -0.326 3.666 -0.265 0.858 MINIMUM CORRELATION: -0.265 SERIES 963261 AND 963311 202 YEARS MAXIMUM CORRELATION: 0.858 SERIES 963061 AND 963062 279 YEARS PERCENT OF ALL POSSIBLE CORRELATIONS USED (N>20 YEARS): 100.00 PERCENT OF ALL POSSIBLE TREE-RING YEARS USED IN RBAR: 78.01 |--------------------------- RUNNING RBAR STATISTICS --------------------------| YEAR 1730. 1755. 1780. 1805. 1830. 1855. 1880. 1905. 1930. 1955. CORR 21. 78. 351. 435. 435. 435. 435. 435. 435. 351. RBAR 0.119 0.393 0.341 0.376 0.460 0.441 0.375 0.447 0.411 0.449 SDEV 0.258 0.203 0.251 0.219 0.185 0.188 0.201 0.189 0.204 0.181 SERR 0.056 0.023 0.013 0.010 0.009 0.009 0.010 0.009 0.010 0.010 EPS 0.674 0.940 0.938 0.948 0.962 0.960 0.947 0.960 0.954 0.960 NSS 15.3 24.4 29.1 30.0 30.0 30.0 30.0 30.0 30.0 29.5 |======================== 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 1678 1992 315 3.861 0.259 0.652 4.978 0.061 0.260 MEAN INDICES VS THEIR STANDARD DEVIATIONS ROBUST MEAN EFFICIENCY RESULTS CORRELATION SLOPE INTERCEPT # IMPROVED # UNIMPROVED 0.286 0.174 -0.240 108 207 |---------------- ROBUST MEAN EFFICIENCY GAIN AND LOSS RESULTS ----------------| MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM GAIN RANGE GAIN HINGE HINGE GAIN 1.22 0.43 1.00 1.08 1.51 5.78 MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM LOSS RANGE LOSS HINGE HINGE LOSS 0.91 0.07 0.00 0.88 0.95 1.00 |--------------------- SEGMENT LENGTH SUMMARY STATISTICS ----------------------| MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM LENGTH RANGE LENGTH HINGE HINGE LENGTH 260. 39. 215. 243. 282. 315. |----------- 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 0.259 0.268 0.228 0.188 0.185 0.128 0.126 0.082 0.012 -0.053 PACF 0.259 0.216 0.132 0.072 0.072 0.009 0.024 -0.014 -0.074 -0.111 95% C.L. 0.113 0.120 0.127 0.133 0.136 0.139 0.141 0.142 0.143 0.143 |------------------ 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 3 0.134 0.175 0.192 0.134 |================== 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 963051 3 0.00000000 0.00000000 -0.00207155 3.88394046 2 963052 3 0.00000000 0.00000000 -0.00071657 3.80485129 3 963061 3 0.00000000 0.00000000 -0.00101497 4.17979383 4 963062 1 2.78218031 0.14440629 0.00000000 3.97929072 5 963071 3 0.00000000 0.00000000 -0.00306000 4.35911417 6 963072 3 0.00000000 0.00000000 0.00086796 4.35264063 7 963171 1 0.07777040 0.00937121 0.00000000 3.45285869 8 963172 3 0.00000000 0.00000000 0.00032644 3.38361335 9 963181 1 2.24663186 0.11802307 0.00000000 3.77659988 10 963182 3 0.00000000 0.00000000 -0.00039652 3.87842536 11 963191 3 0.00000000 0.00000000 0.00002481 3.59664464 12 963192 3 0.00000000 0.00000000 0.00077002 3.62558651 13 963201 3 0.00000000 0.00000000 -0.00195443 4.46112633 14 963202 3 0.00000000 0.00000000 0.00052788 4.07910395 15 963231 1 0.97777861 0.01524739 0.00000000 3.73318768 16 963232 1 1.56815958 0.09736752 0.00000000 3.95762396 17 963241 1 0.70415610 0.00964555 0.00000000 3.22479010 18 963242 1 0.66642416 0.01060995 0.00000000 3.45362949 19 963251 1 0.08664229 0.01358013 0.00000000 4.19192266 SERIES IDENT OPTION A B C D 20 963252 3 0.00000000 0.00000000 -0.00139505 4.32166576 21 963261 1 1.69818532 0.03705089 0.00000000 3.89847827 22 963262 1 0.89990932 0.01098906 0.00000000 3.77801013 23 963281 1 1.00108826 0.00525569 0.00000000 2.89150071 24 963282 1 1.10080564 0.01963825 0.00000000 3.29251027 25 963291 1 1.71897447 0.10332631 0.00000000 3.82763600 26 963292 3 0.00000000 0.00000000 0.00000866 4.02007771 27 963301 3 0.00000000 0.00000000 0.00179609 3.75279689 28 963302 3 0.00000000 0.00000000 0.00058936 3.55410099 29 963311 3 0.00000000 0.00000000 0.00305787 3.71922231 30 963312 3 0.00000000 0.00000000 0.00017412 3.95474529 |-------------------- STATISTICS OF SINGLE TREE-RING SERIES -------------------| SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 1 963051 1678 1992 315 1.000 0.097 1.663 11.519 0.080 0.275 2 963052 1682 1992 311 1.000 0.126 2.406 13.949 0.099 0.191 3 963061 1714 1992 279 1.000 0.104 1.298 6.255 0.071 0.563 4 963062 1711 1992 282 1.000 0.102 0.467 3.025 0.074 0.543 5 963071 1705 1992 288 1.000 0.088 0.785 4.876 0.075 0.320 6 963072 1703 1992 290 1.000 0.122 0.816 4.129 0.090 0.496 7 963171 1699 1992 294 1.000 0.106 1.977 12.130 0.085 0.276 8 963172 1711 1992 282 1.000 0.113 0.926 5.572 0.088 0.389 9 963181 1746 1992 247 1.000 0.118 1.986 9.096 0.099 0.243 10 963182 1751 1992 242 1.000 0.122 2.055 9.147 0.089 0.439 11 963191 1727 1992 266 1.000 0.094 0.991 5.218 0.087 0.153 12 963192 1734 1992 259 1.000 0.110 1.060 6.684 0.099 0.202 13 963201 1750 1992 243 1.000 0.125 1.764 8.024 0.092 0.373 14 963202 1750 1992 243 1.000 0.130 2.197 10.652 0.099 0.281 15 963231 1726 1992 267 1.000 0.121 2.226 14.728 0.101 0.141 16 963232 1716 1992 277 1.000 0.094 0.653 3.715 0.088 0.163 17 963241 1734 1992 259 1.000 0.080 0.804 4.304 0.071 0.268 18 963242 1746 1992 247 1.000 0.089 0.347 3.241 0.068 0.491 19 963251 1731 1992 262 1.000 0.080 1.204 10.218 0.067 0.272 SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 20 963252 1734 1992 259 1.000 0.080 0.616 6.796 0.064 0.393 21 963261 1772 1992 221 1.000 0.075 0.255 3.860 0.065 0.343 22 963262 1778 1992 215 1.000 0.072 0.284 3.252 0.062 0.387 23 963281 1694 1992 299 1.000 0.095 0.914 4.648 0.067 0.507 24 963282 1704 1964 261 1.000 0.126 2.349 15.170 0.068 0.692 25 963291 1732 1992 261 1.000 0.085 0.744 6.252 0.073 0.351 26 963292 1745 1992 248 1.000 0.093 1.114 6.837 0.073 0.433 27 963301 1760 1992 233 1.000 0.109 1.242 7.307 0.071 0.578 28 963302 1755 1992 238 1.000 0.100 0.646 4.023 0.072 0.558 29 963311 1733 1973 241 1.000 0.107 0.622 2.899 0.069 0.631 30 963312 1740 1975 236 1.000 0.094 0.371 3.070 0.072 0.500 |---------------- SUMMARY OF SINGLE TREE-RING SERIES STATISTICS ---------------| YEAR MEAN STDEV SKEW KURT SENS AC(1) ARITHMETIC MEAN 262 1.000 0.102 1.159 7.020 0.079 0.382 STANDARD DEVIATION 25 0.000 0.017 0.673 3.682 0.012 0.151 MEDIAN (50TH QUANTILE) 260 1.000 0.101 0.959 6.253 0.073 0.380 INTERQUARTILE RANGE 39 0.000 0.030 1.117 5.124 0.020 0.228 MINIMUM VALUE 215 1.000 0.072 0.255 2.899 0.062 0.141 LOWER HINGE (25TH QUANTILE) 243 1.000 0.089 0.646 4.023 0.069 0.272 UPPER HINGE (75TH QUANTILE) 282 1.000 0.118 1.764 9.147 0.089 0.500 MAXIMUM VALUE 315 1.000 0.130 2.406 15.170 0.101 0.692 |------------------------ 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 963051 -67 211 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 2 963052 -67 208 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 3 963061 -67 186 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 4 963062 -67 188 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 5 963071 -67 192 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 6 963072 -67 194 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 7 963171 -67 196 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 8 963172 -67 188 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 9 963181 -67 165 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 10 963182 -67 162 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 11 963191 -67 178 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 12 963192 -67 173 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 13 963201 -67 162 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 14 963202 -67 162 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 15 963231 -67 178 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 16 963232 -67 185 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 17 963241 -67 173 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 18 963242 -67 165 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 19 963251 -67 175 SMOOTHING SPLINE CURVE AND WINDOW WIDTH SERIES IDENT OPTION A B C D 20 963252 -67 173 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 21 963261 -67 148 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 22 963262 -67 144 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 23 963281 -67 200 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 24 963282 -67 174 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 25 963291 -67 174 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 26 963292 -67 166 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 27 963301 -67 156 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 28 963302 -67 159 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 29 963311 -67 161 SMOOTHING SPLINE CURVE AND WINDOW WIDTH 30 963312 -67 158 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 963051 1678 1992 315 1.000 0.092 1.932 14.843 0.080 0.194 2 963052 1682 1992 311 1.000 0.120 2.735 16.775 0.099 0.111 3 963061 1714 1992 279 1.000 0.095 0.945 4.842 0.071 0.491 4 963062 1711 1992 282 1.000 0.098 0.587 3.298 0.074 0.503 5 963071 1705 1992 288 1.000 0.085 1.136 6.432 0.075 0.251 6 963072 1703 1992 290 0.999 0.106 0.716 3.849 0.090 0.360 7 963171 1699 1992 294 1.000 0.104 2.021 12.241 0.085 0.244 8 963172 1711 1992 282 0.999 0.105 1.146 7.553 0.088 0.285 9 963181 1746 1992 247 1.000 0.113 2.038 9.522 0.099 0.174 10 963182 1751 1992 242 1.000 0.120 1.935 8.548 0.089 0.426 11 963191 1727 1992 266 1.000 0.093 0.974 5.069 0.087 0.134 12 963192 1734 1992 259 1.000 0.107 1.216 7.958 0.099 0.158 13 963201 1750 1992 243 0.999 0.111 1.877 8.727 0.091 0.241 14 963202 1750 1992 243 0.999 0.119 2.268 10.809 0.099 0.165 15 963231 1726 1992 267 1.000 0.120 2.256 15.200 0.101 0.120 16 963232 1716 1992 277 1.000 0.090 0.865 4.571 0.088 0.064 17 963241 1734 1992 259 1.000 0.079 0.817 4.418 0.071 0.251 18 963242 1746 1992 247 1.000 0.082 0.409 3.674 0.068 0.400 19 963251 1731 1992 262 1.000 0.079 1.224 10.598 0.067 0.244 SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 20 963252 1734 1992 259 1.000 0.076 0.857 8.917 0.064 0.330 21 963261 1772 1992 221 1.000 0.072 0.336 4.163 0.065 0.286 22 963262 1778 1992 215 1.000 0.070 0.236 3.186 0.062 0.363 23 963281 1694 1992 299 1.000 0.094 0.951 4.781 0.067 0.497 24 963282 1704 1964 261 0.999 0.111 2.458 17.048 0.068 0.613 25 963291 1732 1992 261 1.000 0.084 0.738 5.992 0.073 0.328 26 963292 1745 1992 248 1.000 0.092 1.130 7.191 0.073 0.424 27 963301 1760 1992 233 0.999 0.089 1.198 7.856 0.071 0.397 28 963302 1755 1992 238 1.000 0.088 0.391 4.491 0.072 0.439 29 963311 1733 1973 241 0.999 0.088 0.386 2.870 0.069 0.475 30 963312 1740 1975 236 1.000 0.085 0.428 3.411 0.072 0.381 |---------------- SUMMARY OF SINGLE TREE-RING SERIES STATISTICS ---------------| YEAR MEAN STDEV SKEW KURT SENS AC(1) ARITHMETIC MEAN 262 1.000 0.095 1.207 7.628 0.079 0.312 STANDARD DEVIATION 25 0.000 0.015 0.712 4.179 0.012 0.139 MEDIAN (50TH QUANTILE) 260 1.000 0.093 1.052 6.812 0.073 0.307 INTERQUARTILE RANGE 39 0.000 0.022 1.217 5.104 0.020 0.231 MINIMUM VALUE 215 0.999 0.070 0.236 2.870 0.062 0.064 LOWER HINGE (25TH QUANTILE) 243 1.000 0.085 0.716 4.418 0.069 0.194 UPPER HINGE (75TH QUANTILE) 282 1.000 0.107 1.932 9.522 0.089 0.424 MAXIMUM VALUE 315 1.000 0.120 2.735 17.048 0.101 0.613 |-------------------- ALL POSSIBLE SERIES RBAR STATISTICS ---------------------| TOTAL MEAN STANDARD STANDARD SKEWESS KURTOSIS MINIMUM MAXIMUM CORRS RBAR DEVIATION ERROR COEFF COEFF CORR CORR 435 0.403 0.120 0.006 0.332 3.518 0.106 0.824 MINIMUM CORRELATION: 0.106 SERIES 963202 AND 963261 221 YEARS MAXIMUM CORRELATION: 0.824 SERIES 963291 AND 963292 248 YEARS PERCENT OF ALL POSSIBLE CORRELATIONS USED (N>20 YEARS): 100.00 PERCENT OF ALL POSSIBLE TREE-RING YEARS USED IN RBAR: 78.01 |--------------------------- RUNNING RBAR STATISTICS --------------------------| YEAR 1730. 1755. 1780. 1805. 1830. 1855. 1880. 1905. 1930. 1955. CORR 21. 78. 351. 435. 435. 435. 435. 435. 435. 351. RBAR 0.168 0.381 0.386 0.400 0.473 0.461 0.392 0.466 0.405 0.426 SDEV 0.282 0.208 0.216 0.195 0.175 0.173 0.192 0.168 0.202 0.182 SERR 0.061 0.024 0.012 0.009 0.008 0.008 0.009 0.008 0.010 0.010 EPS 0.755 0.938 0.948 0.952 0.964 0.962 0.951 0.963 0.953 0.956 NSS 15.3 24.4 29.1 30.0 30.0 30.0 30.0 30.0 30.0 29.5 |======================== 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 1678 1992 315 0.998 0.064 1.148 7.757 0.060 0.196 MEAN INDICES VS THEIR STANDARD DEVIATIONS ROBUST MEAN EFFICIENCY RESULTS CORRELATION SLOPE INTERCEPT # IMPROVED # UNIMPROVED 0.371 0.144 -0.079 137 178 |---------------- ROBUST MEAN EFFICIENCY GAIN AND LOSS RESULTS ----------------| MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM GAIN RANGE GAIN HINGE HINGE GAIN 1.32 0.91 1.00 1.10 2.01 75.47 MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM LOSS RANGE LOSS HINGE HINGE LOSS 0.92 0.09 0.00 0.89 0.98 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 0.195 0.183 0.154 0.123 0.136 0.085 0.129 0.071 0.002 -0.057 PACF 0.195 0.150 0.101 0.060 0.076 0.016 0.074 0.003 -0.063 -0.101 95% C.L. 0.113 0.117 0.120 0.123 0.124 0.126 0.127 0.129 0.129 0.129 |------------------ 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 3 0.073 0.151 0.135 0.101 |======================= 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 0.101 0.112 0.098 0.089 0.072 0.046 0.141 0.082 -0.034 -0.072 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 0.101 2 0.091 0.103 3 0.083 0.096 0.079 4 0.078 0.090 0.073 0.064 5 0.075 0.087 0.069 0.061 0.043 6 0.074 0.086 0.068 0.059 0.042 0.015 7 0.072 0.081 0.061 0.051 0.032 0.007 0.117 8 0.067 0.081 0.060 0.049 0.029 0.003 0.114 0.046 9 0.071 0.090 0.060 0.051 0.033 0.008 0.120 0.051 -0.082 10 0.062 0.095 0.073 0.052 0.036 0.013 0.127 0.061 -0.074 -0.106 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) 2128.38 2127.14 2125.78 2125.83 2126.54 2127.95 AR( 6) AR( 7) AR( 8) AR( 9) AR(10) 2129.88 2127.54 2128.88 2128.77 2127.19 SELECTED AUTOREGRESSION ORDER: 2 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 0.091 0.103 R-SQUARED DUE TO POOLED AUTOREGRESSION: 2.07 PCT VARIANCE INFLATION FROM AUTOREGRESSION: 102.12 PCT IMPULSE RESPONSE FUNCTION WEIGHTS FOR THIS AR ( 2) PROCESS OUT TO ORDER 50: 1.0000 0.091 0.111 0.019 0.013 0.003 0.002 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 963051 2 0.078 0.168 0.133 2 963052 2 0.049 0.097 0.128 3 963061 2 0.334 0.360 0.287 4 963062 2 0.335 0.353 0.300 5 963071 2 0.089 0.227 0.142 6 963072 2 0.152 0.308 0.151 7 963171 2 0.086 0.219 0.108 8 963172 2 0.152 0.230 0.196 9 963181 2 0.146 0.157 0.103 10 963182 2 0.204 0.386 0.111 11 963191 2 0.042 0.114 0.153 12 963192 2 0.039 0.139 0.120 13 963201 2 0.100 0.207 0.161 14 963202 2 0.042 0.156 0.055 15 963231 2 0.052 0.101 0.165 16 963232 2 0.010 0.061 0.061 17 963241 2 0.080 0.235 0.092 18 963242 2 0.199 0.332 0.179 19 963251 2 0.095 0.214 0.127 SERIES IDENT ORDER RSQ t-1 t-2 t-3 ..... t-IP 20 963252 2 0.128 0.306 0.078 21 963261 2 0.086 0.277 0.036 22 963262 2 0.179 0.289 0.209 23 963281 2 0.271 0.420 0.157 24 963282 2 0.401 0.499 0.187 25 963291 2 0.169 0.263 0.201 26 963292 2 0.240 0.345 0.192 27 963301 2 0.211 0.319 0.198 28 963302 2 0.245 0.347 0.220 29 963311 2 0.312 0.321 0.327 30 963312 2 0.208 0.287 0.257 |------------- SUMMARY STATISTICS FOR AUTOREGRESSIVE COEFFICIENTS -------------| ORDER RSQ t-1 t-2 t-3 ..... t-IP ARITHMETIC MEAN 2 0.158 0.258 0.161 STANDARD DEVIATION 0 0.102 0.105 0.071 MEDIAN 2 0.149 0.270 0.155 INTERQUARTILE RANGE 0 0.131 0.163 0.086 MINIMUM VALUE 2 0.010 0.061 0.036 LOWER HINGE 2 0.080 0.168 0.111 UPPER HINGE 2 0.211 0.332 0.198 MAXIMUM VALUE 2 0.401 0.499 0.327 |------------------- STATISTICS OF PREWHITENED TREE-RING DATA -----------------| SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 1 963051 1678 1992 315 1.000 0.090 1.992 15.855 0.088 -0.021 2 963052 1682 1992 311 1.000 0.118 2.828 17.866 0.104 -0.019 3 963061 1714 1992 279 1.000 0.077 0.530 4.695 0.086 -0.060 4 963062 1711 1992 282 1.000 0.081 0.317 3.341 0.090 -0.041 5 963071 1705 1992 288 1.000 0.081 1.118 6.330 0.084 -0.013 6 963072 1703 1992 290 1.000 0.098 0.849 4.383 0.104 -0.005 7 963171 1699 1992 294 1.000 0.100 2.019 12.609 0.094 -0.012 8 963172 1711 1992 282 1.000 0.099 1.471 9.114 0.099 -0.039 9 963181 1746 1992 247 1.000 0.111 2.045 9.642 0.109 -0.033 10 963182 1751 1992 242 1.000 0.107 1.584 7.710 0.109 -0.016 11 963191 1727 1992 266 1.000 0.091 0.958 5.642 0.092 -0.004 12 963192 1734 1992 259 1.000 0.105 1.249 8.393 0.105 -0.002 13 963201 1750 1992 243 1.000 0.106 1.978 9.568 0.103 -0.025 14 963202 1750 1992 243 1.000 0.117 2.448 12.133 0.107 -0.006 15 963231 1726 1992 267 1.000 0.117 2.291 15.597 0.106 0.017 16 963232 1716 1992 277 1.000 0.089 0.932 4.755 0.091 -0.002 17 963241 1734 1992 259 1.000 0.076 0.769 4.487 0.080 -0.013 18 963242 1746 1992 247 1.000 0.073 0.698 4.468 0.079 -0.021 19 963251 1731 1992 262 1.000 0.076 1.531 14.357 0.074 -0.017 SERIES IDENT FRST LAST YEAR MEAN STDEV SKEW KURT SENS AC(1) 20 963252 1734 1992 259 1.000 0.071 1.160 11.513 0.074 -0.008 21 963261 1772 1992 221 1.000 0.069 0.363 4.266 0.074 -0.001 22 963262 1778 1992 215 1.000 0.064 0.363 3.347 0.071 -0.019 23 963281 1694 1992 299 1.000 0.081 1.159 6.355 0.082 -0.014 24 963282 1704 1964 261 1.000 0.086 1.324 8.956 0.086 0.011 25 963291 1732 1992 261 1.000 0.078 0.772 6.176 0.083 -0.034 26 963292 1745 1992 248 1.000 0.082 1.194 8.887 0.087 -0.033 27 963301 1760 1992 233 1.000 0.080 1.163 7.395 0.083 -0.032 28 963302 1755 1992 238 1.000 0.076 0.609 5.379 0.086 -0.028 29 963311 1733 1973 241 1.000 0.073 0.508 3.873 0.078 0.016 30 963312 1740 1975 236 1.000 0.075 0.485 4.057 0.083 -0.021 |------------- SUMMARY OF PREWHITENED TREE-RING SERIES STATISTICS -------------| YEAR MEAN STDEV SKEW KURT SENS AC(1) ARITHMETIC MEAN 262 1.000 0.088 1.223 8.038 0.090 -0.016 STANDARD DEVIATION 25 0.000 0.016 0.675 4.098 0.012 0.017 MEDIAN (50TH QUANTILE) 260 1.000 0.081 1.159 6.875 0.087 -0.017 INTERQUARTILE RANGE 39 0.000 0.024 0.886 5.155 0.021 0.023 MINIMUM VALUE 215 1.000 0.064 0.317 3.341 0.071 -0.060 LOWER HINGE (25TH QUANTILE) 243 1.000 0.076 0.698 4.487 0.082 -0.028 UPPER HINGE (75TH QUANTILE) 282 1.000 0.100 1.584 9.642 0.103 -0.005 MAXIMUM VALUE 315 1.000 0.118 2.828 17.866 0.109 0.017 |-------------------- ALL POSSIBLE SERIES RBAR STATISTICS ---------------------| TOTAL MEAN STANDARD STANDARD SKEWESS KURTOSIS MINIMUM MAXIMUM CORRS RBAR DEVIATION ERROR COEFF COEFF CORR CORR 435 0.466 0.107 0.005 0.277 3.416 0.170 0.818 MINIMUM CORRELATION: 0.170 SERIES 963202 AND 963261 221 YEARS MAXIMUM CORRELATION: 0.818 SERIES 963251 AND 963252 259 YEARS PERCENT OF ALL POSSIBLE CORRELATIONS USED (N>20 YEARS): 100.00 PERCENT OF ALL POSSIBLE TREE-RING YEARS USED IN RBAR: 78.01 |--------------------------- RUNNING RBAR STATISTICS --------------------------| YEAR 1730. 1755. 1780. 1805. 1830. 1855. 1880. 1905. 1930. 1955. CORR 21. 78. 351. 435. 435. 435. 435. 435. 435. 351. RBAR 0.176 0.421 0.440 0.457 0.491 0.477 0.463 0.533 0.463 0.483 SDEV 0.265 0.166 0.165 0.143 0.144 0.147 0.164 0.126 0.151 0.157 SERR 0.058 0.019 0.009 0.007 0.007 0.007 0.008 0.006 0.007 0.008 EPS 0.766 0.947 0.958 0.962 0.967 0.965 0.963 0.972 0.963 0.965 NSS 15.3 24.4 29.1 30.0 30.0 30.0 30.0 30.0 30.0 29.5 |======================== 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 1678 1992 315 0.998 0.062 1.198 8.266 0.067 -0.074 MEAN INDICES VS THEIR STANDARD DEVIATIONS ROBUST MEAN EFFICIENCY RESULTS CORRELATION SLOPE INTERCEPT # IMPROVED # UNIMPROVED 0.404 0.154 -0.099 147 168 |---------------- ROBUST MEAN EFFICIENCY GAIN AND LOSS RESULTS ----------------| MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM GAIN RANGE GAIN HINGE HINGE GAIN 1.33 0.82 1.00 1.11 1.93 456.51 MEDIAN INTERQUARTILE MINIMUM LOWER UPPER MAXIMUM LOSS RANGE LOSS HINGE HINGE LOSS 0.92 0.08 0.00 0.88 0.96 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 -0.074 -0.037 0.071 0.042 0.077 0.015 0.097 0.057 -0.011 -0.080 PACF -0.074 -0.043 0.065 0.051 0.091 0.027 0.103 0.063 -0.003 -0.102 95% C.L. 0.113 0.113 0.113 0.114 0.114 0.115 0.115 0.116 0.116 0.116 |------------------ 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 0 0.000 |---------- 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 0.002 0.007 0.073 0.055 0.090 0.033 0.107 0.062 -0.009 -0.077 PACF 0.002 0.007 0.073 0.055 0.090 0.028 0.101 0.049 -0.021 -0.105 95% C.L. 0.113 0.113 0.113 0.113 0.114 0.115 0.115 0.116 0.116 0.116 |----------------- 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 2 0.005 0.002 0.007 |========================= 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 1678 1992 315 0.998 0.063 1.286 8.120 0.061 0.115 |------------ 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 0.115 0.134 0.112 0.094 0.124 0.067 0.126 0.069 0.005 -0.062 PACF 0.115 0.122 0.087 0.061 0.090 0.023 0.086 0.022 -0.046 -0.106 95% C.L. 0.113 0.114 0.116 0.118 0.118 0.120 0.121 0.122 0.123 0.123 |------------------- 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 3 0.039 0.090 0.115 0.088 |================ AS JIM MORRISON WOULD SAY, "THIS IS THE END" ================| ELAPSED TIME OF TURBO ARSTAN RUN: 0.47 MINUTES