Please answer question to your best ability. Use data sheets to answer.
4. Use the entire data set in developing your forecast for 2022 Quarter 2 through 2023 Quarter 1. To save time, consider only the following possible forecasting models: Simple Exponential Smoothing Model with a = 0.90 Holt Exponential Smoothing Model with a = 0.90 and B = 0.10 Again, provide your work on calculating the within RMSE values and the actual forecast. (10 points) 5. Compare your results for the two polynomial forecasting questions (questions 2 and 3). Does changing the time period used make a difference in RMSE values? If you look at a graph of the data, do your comparative results make sense? (5 points) EXAMINATION 6 DATA SETI QUARTERLY DATA RGDP UR CA ME TREND YEAR INI INI 1960 1964 1944 194 194 1964 1960 IN 1968 1966 1966 196 1966 INT 1967 UME 1967 1964 198 1968 194 1969 1964 19 1944 IVN 1979 1976 1970 1971 1971 1978 1971 1972 1972 1972 1972 (97) 1973 1973 1971 1974 1974 1974 1974 1915 1975 1975 1975 1976 1976 19TH 19% 1977 1977 1971 1971 1978 1976 1976 1978 1979 1999 1979 1979 1990 1900 1990 1990 THE THE 1961 1983 1992 1903 1902 Real GDP in 2013 dollar (maloma of dollar) Civil Usplyona Rate (percent) Cor Price Index of MI Money Supply Trond nation OTK AGDP 319030 3194 3 3203.199 4 3275 197 43 29.08 327409 1 t 3 4 3243.826 4 2 3372381 3 5438.721 4 I 3533 + 3475.000 356627 4 M25961 1 2 374727 4 3891366 T 391296 3994.121 796.335 4 42311 1 41132 20. * 4360973 4 H 4421147 4419199 4495.777 2535.991 1 4538.15 1 4539 3 4615953 4 4709 3 1 t t ( E 4425.99 3 4644779 4 1 4005564 4.164 2443935 4 400434 49300 49159 3 45.95 + 15 09.199 5139 128 5150205 5365045 + 5415312 550630 57640 1 5674100 3727 4 567 1 1602200 2 5618411 3 5616926 4 5548156 1 5587500 1440 3 5799972 4 550 13 2012 T 1 553 L 4 1 WAZEE t POKE C 4 5245 + www SPILLE www.L WWW.SCIP VILL WHOS www. V 04 PAPALO E www.1019 2 6300 3 * 4324791 6574340 6640447 672795 4741454 vy 3 2 3 4 15 5.100 5.349 5.000 5.10 20307 5233 29379 5311 24.990 6.36 29760 14083 6MM 28.34 1415 Tam ANY 24947 145.m 6300 2990 144. 5415 5.515 34:230141A 14 5567 11 5816 386.300 147.3 5.367 BLATT 14K.AM 171 5.735 I 5.340 36720 151.7 19 3347 20 5400 254147 21 5.306 3000 15521 1.000 31.050 197.567 23 ANT 24 45 29 4347 41M 23 LNC 24 1805 30 3.767 31 170 32 33 34 35 36 37 38 31 1 . In mi 12 LE "1 26 #f UR " 30 39 4 41 421 43 44 45 46 5:367 47 48 15 16 29 19 19 CPI 65 M AT W FORE CINE MI 29.04 28300 29370 340247 LIFE MAY 1999 www UNDE WEK www 31.290 3149 31.93 10 31.35 32047 SARTER 32.137 STUMT 32617 STLAS 32403 1715 329467 113253 33.347 3833 3300 31.500 3900 33.867 112413 3.735 34.300 24 3.365 34.333 3.535 35.000 1 140 35.453 195 1400 35.947 200315 Jais 445 20 36913 2018 1367 37.500 305 1469 4167 38300 2014 30 38453 3841 200 31 5.903 34913 2072 5.400 221319 6003 47002257 1903 41000 3767 41.353 212213 5.300 41 236 414 INTE REFRE THEM NEW ACE WEIFE GENE 32 53 34 5.500 397 AND 36 4900 431411 211300 31 4903 41.493 294.76 ARM 44.800 27.3 34 4767 M 5111 47.300 M $300 48.567 5433 49 951 LAR 5L460 Ka 14:45 HEMT TIEM SEYALE ALE W 365.367 20.30 230 13 215.AM 32547 275M 13.300 276347 14.347 8.300 7700 15900 290 M 34.400 295m 70 THE 7.71 Th 37.300 248 AM 71 34.333 33 72 7340 99.300 3312 TI 7.133 367.335 74 4M 322.88 75 4297 3244 76 6311 clas 157 77 TH AND 79 N T INCL SHARE LED SINCEP 192 1962 C 201 1907 1901 1903 190 P061 Mel 1994 PROT 1965 1965 FRI 1995 196 1996 1966 9961 1993 1067 1947 1987 www 1948 www 198 1900 1999 1909 190 1996 1990 1990 1990 1990 IMI 1661 61 0661 1990 1992 201 1993 1990 TWI 1990 1994 MEL MOT 19H 1995 1995 1995 1996 199 1996 G WAL 1997 190 [URE 1999 TOW 1998 1998 1999 1999 M 4661 1999 DOK 200 2000 2000 2000 2001 2000 BOO 2000 2000 2002 COO 2000 2000 2000 MIXC 1000 2004 2004 2005 2005 1 474.300 2 6640497 672795 6741854 674063 4799200 686309 6811641 THE ( 4 4 E 1 T 4 4947042 1 5.199 1 t 482147 6799.761 7048982 3 7339.999 4 T 2 7686.099 7749151 3 + L 2 1 + T C E T t PUTER HEECOOR E t ( 4 9000 TE SECTIO 1 STROO V SCETALE T UND F 1 ICTOR WWW.IN S GEWOR 7893.136 14 BISS X21639 4 9100.305 913697 9257120 200 932 251 39312937 100x sercoss 30 211 M60 162 M39641 435 LLE (406 T 29490 ZING SPERRED NON RE 1 MIT 2 94234 SPEHESS T IFTOR 4 965091 99347 1 99564 wa P 10120 2017.12 410543.4 11017500 3 101747 41017 122 211695 1121225 LEW ON FICH COME F WYM Z 201 N INFLORESC NEFORCE DELF GIYALIES I WWE C A 46 115299984 21324474 70 N 1900 IN 10 13 74 AN N NO ME K w M D 90 16 sa " WT W 66 100 10 1600 100 104 100 106 100 100 100 110 [HE 112 E P 11 FET 136 [37 138 139 OPE 141 142 NS300 156 111942402 198 2120 3122 199 124293 IM 112 2122385 A EST PT THE 12 COPY 161 16 16 306 167 LIE'S MICH DYL TOPIC 1.700 www (WY le IN 5947 6.300 7333 TAAT 7400 1433 1.400 WOFL 8200 wwww LEYS +100 Ca 1830 600 THE 132 7.347 139 114 ELEM 9367 4335 7A67 7415 1415 1300 7215 1300 720 Tex 7813 7347 ONY KXD) 6.000 115 5835 125.335 116 13m 13625 754 117 111 1.407 136 121 122 12 5.367 124 129 126 128 129 116 2359 LWE VIEW 5.30 DES HIEF EPE M SPE LIFE. OPPS W CHE CITS MY 6.133 AYY SEXY HEL T AMM www www LIET OFFE 61.967 4411 5.300 1240137 OFF TLA 430 BETHE WESSE POWERE SEPSE SCOAL SEANCY LICEN ENCY WETLF 295.56 COS Z SEPT 79000 3 $1.00 81.213 854674 TOL VIET ONY COFF $5.932 49367 LO 1334 10000 SHOP HOME WLESS HET SEEP 104405417 105300 47 127 542 107.235 575.4SS 190046. 398,113 UNCE OD LIEME PUTO #199 WELCHE HEW WA UNTEL CON 5.367 148 5310 155067 1121 S 130 16400 IS 130 157300 1165am THE 1584) 100 192 5211 1984) SHITEN 1.000 162.000 125 111.967 7443 Twe 19:33 NEVNT 7439 2345 105) N 14367 14 144.300 1082 OLIE WIE ALL M MERCE 121474 123.433 775 13400779 SLIME WID INTE INCHI 1 135.47 MON WESSE 124.3008636T 135955 DOVILL www 149967 11223 6.347 6300 101 102 Live 145 900 111N SAIS 14367 1150 5467 194.847 114.30 1520 152M BAUM WILL E www VEZEN VER YOS SOPH CLUSE ANCHE YO SEME SPRE ONDER HET SINENT 84 4345 JENT 130.0 167300 3000367 TIME MENCE TIFICE COLE FETA INTE ACTRE 1400 Live 1900 174213 1005213 4211 175 1002AM 17TH SETTE WICH WIL DER 199 1999 1999 Mel 2000 2000 2000 2000 2001 2000 DOGC 201 boo 2000 2000 2000 2000 2001 2001 2004 2004 2004 2004 2005) 2000 VINC SONNE 2006 2006 2008 2006 2001 2001 2000 2001 300 2008 2004 2008 2009 2000 2009 2009 2010 2010 2010 2018 2011 THE THE (2011) 2012 2012 2012 2013 2013 2013 2013 2013 2014 2014 2014 2014 2015 SHOC 2015 SHE 2014 410 2016 HO 2017 2017 2017 2017 2018 2018 HOC 2018 2011 2019 2019 2000 2000 2009 2009 2001 2001 3001 2001] CDO 410543644 11070 200 107374 41017.990 11096976 31121230 41124347 111472337 311715393 41183246 1 MYLIM CO HIVINICE I 31227.000 12400295 HE 21206235 312877395 412904199 113168542 1317849 WE PRE 4112226 Z 3120 453397 11347150 113599032 COFFEE OCHORE 1379545 1395875 SPYSHIM OF+ SCENOOPE 2464984 SC LETTLAND 1419.762 POCUM 31906.347 425267406 1150 2153363 1545692 REC CRIST INTE C + AFPS E CRIST 31530 41515345 157277 INTE 315790825 415712754 15825.00 416129418 111 2 314239.178 4632964 11640110 363 H ON HOUSE WELDWP Ho 1 2 27033.392 SE PRENAZZLE P HOW ONGLE 3 1743622 +17525354 317784 185 WYZONE 99 ALLA VOLE STINE 1812684) 223,758 PPL SPE THE OPE WE APT IN CH 196 151 182 19511576 153 195 114 196 BE 160 PH PST (NY 14) 163 164 VIE 166 16 THE 3157L 16 257923 197 3 IMATADO 198 365527 199 300 20 im 171 241 ELI PE BLE 176 177 ALE IN 181 182 183 PSI GRE 196 187 201 199 190 IM 210 17] 201 ONE IN S DIE 200 SIKE W 200 MIC ME SIC 910. 218 412 ACC 221 SALT zzz OFFE OPPE 223 6626 5.000 1122 5300 295647 112 5.500 5369 157.390 1045AM 5.335 198.67 103.3 1483001064 160 4631 4.335 TIFF MBEY ONT COFE CONS 4000 3.500 4215 COFF MILY CER 4247 265967 4200 GIFS firs CEP'S 106411 112 17145519775 175.000 135 156250 100.215 175.900 1862 N ATTARD 4800 ITTAS) THAN 3.300 177900 1991. 1300 5.30 4967 ONST SELY 192467 114 152 PICK 6.731 ANY Sac 181.3467 Kim 6130 PAI) RICHIE SSEN 1991 S ONE CURE SEPA STAR ON THE H 1000 LIFE 185.335 5.36 1am 1847 133 191.4001739 1623 163.367 1076 164311 164.753 107.133 OCH HEM IN THE SEE LIE NCE CONT CVT CONT WALE 229 23 238 212 233 214 215 210 211 1999 176467 ONY HIEP BUH INC MIL COME MIT OTHE 1146267 16001544 190.467 4435 2016 1201218 1837 136 135 HE LIVE SFF WWW SECON MIY (NY 1006211 SEPIACE SEPTE 4000 1000 5300 215.58 195 6.000 AND 213.349 8367 CHE CHE FICH ONE CRECH SEFORCE CASSE MOELLET COP M 154 MERLIC ww CITA 1381535 N 205 267 1368 NY 204317 13 WALLET MURE 236.4401375.0 247.354 217.297 9.463 9.300 20 TRESANT 9001 222044 1875.4ss 224314513 MICHEL NEDE SETYCH TWI BECOGE MEDIE DECISE MEESTE 212 8267 213 6.310 214 2013 7.500 7.701 23.29 24%ll 7.333 232045 2525.73 3231 233,300 2994 2007 09 106433 POLIC 175.3467 SEPAUSENCE M LICENCE E VSTVERE GHETE CON SHENZ JAWA LPFW WWW.SE OF LEGE AEVICE SETHOSE WEI DONNE HEELNE SECRE UN CALE MCHALE 227.47 2136 6215 AIR 5.30 5.367 235.355 2984 5.400 23612 300335 SIMM 5.000 237A 3061MY 234523231 245126 4755 242 1142 MAY 3411.300 2440 141.4 4300 245295 430 LIM 20442 THE LIC HHW 162 VITSON MIELEZ WILLE WEL IN THE 190 AUT WK (PRE ANCAK 4. Use the entire data set in developing your forecast for 2022 Quarter 2 through 2023 Quarter 1. To save time, consider only the following possible forecasting models: Simple Exponential Smoothing Model with a = 0.90 Holt Exponential Smoothing Model with a = 0.90 and B = 0.10 Again, provide your work on calculating the within RMSE values and the actual forecast. (10 points) 5. Compare your results for the two polynomial forecasting questions (questions 2 and 3). Does changing the time period used make a difference in RMSE values? If you look at a graph of the data, do your comparative results make sense? (5 points) EXAMINATION 6 DATA SETI QUARTERLY DATA RGDP UR CA ME TREND YEAR INI INI 1960 1964 1944 194 194 1964 1960 IN 1968 1966 1966 196 1966 INT 1967 UME 1967 1964 198 1968 194 1969 1964 19 1944 IVN 1979 1976 1970 1971 1971 1978 1971 1972 1972 1972 1972 (97) 1973 1973 1971 1974 1974 1974 1974 1915 1975 1975 1975 1976 1976 19TH 19% 1977 1977 1971 1971 1978 1976 1976 1978 1979 1999 1979 1979 1990 1900 1990 1990 THE THE 1961 1983 1992 1903 1902 Real GDP in 2013 dollar (maloma of dollar) Civil Usplyona Rate (percent) Cor Price Index of MI Money Supply Trond nation OTK AGDP 319030 3194 3 3203.199 4 3275 197 43 29.08 327409 1 t 3 4 3243.826 4 2 3372381 3 5438.721 4 I 3533 + 3475.000 356627 4 M25961 1 2 374727 4 3891366 T 391296 3994.121 796.335 4 42311 1 41132 20. * 4360973 4 H 4421147 4419199 4495.777 2535.991 1 4538.15 1 4539 3 4615953 4 4709 3 1 t t ( E 4425.99 3 4644779 4 1 4005564 4.164 2443935 4 400434 49300 49159 3 45.95 + 15 09.199 5139 128 5150205 5365045 + 5415312 550630 57640 1 5674100 3727 4 567 1 1602200 2 5618411 3 5616926 4 5548156 1 5587500 1440 3 5799972 4 550 13 2012 T 1 553 L 4 1 WAZEE t POKE C 4 5245 + www SPILLE www.L WWW.SCIP VILL WHOS www. V 04 PAPALO E www.1019 2 6300 3 * 4324791 6574340 6640447 672795 4741454 vy 3 2 3 4 15 5.100 5.349 5.000 5.10 20307 5233 29379 5311 24.990 6.36 29760 14083 6MM 28.34 1415 Tam ANY 24947 145.m 6300 2990 144. 5415 5.515 34:230141A 14 5567 11 5816 386.300 147.3 5.367 BLATT 14K.AM 171 5.735 I 5.340 36720 151.7 19 3347 20 5400 254147 21 5.306 3000 15521 1.000 31.050 197.567 23 ANT 24 45 29 4347 41M 23 LNC 24 1805 30 3.767 31 170 32 33 34 35 36 37 38 31 1 . In mi 12 LE "1 26 #f UR " 30 39 4 41 421 43 44 45 46 5:367 47 48 15 16 29 19 19 CPI 65 M AT W FORE CINE MI 29.04 28300 29370 340247 LIFE MAY 1999 www UNDE WEK www 31.290 3149 31.93 10 31.35 32047 SARTER 32.137 STUMT 32617 STLAS 32403 1715 329467 113253 33.347 3833 3300 31.500 3900 33.867 112413 3.735 34.300 24 3.365 34.333 3.535 35.000 1 140 35.453 195 1400 35.947 200315 Jais 445 20 36913 2018 1367 37.500 305 1469 4167 38300 2014 30 38453 3841 200 31 5.903 34913 2072 5.400 221319 6003 47002257 1903 41000 3767 41.353 212213 5.300 41 236 414 INTE REFRE THEM NEW ACE WEIFE GENE 32 53 34 5.500 397 AND 36 4900 431411 211300 31 4903 41.493 294.76 ARM 44.800 27.3 34 4767 M 5111 47.300 M $300 48.567 5433 49 951 LAR 5L460 Ka 14:45 HEMT TIEM SEYALE ALE W 365.367 20.30 230 13 215.AM 32547 275M 13.300 276347 14.347 8.300 7700 15900 290 M 34.400 295m 70 THE 7.71 Th 37.300 248 AM 71 34.333 33 72 7340 99.300 3312 TI 7.133 367.335 74 4M 322.88 75 4297 3244 76 6311 clas 157 77 TH AND 79 N T INCL SHARE LED SINCEP 192 1962 C 201 1907 1901 1903 190 P061 Mel 1994 PROT 1965 1965 FRI 1995 196 1996 1966 9961 1993 1067 1947 1987 www 1948 www 198 1900 1999 1909 190 1996 1990 1990 1990 1990 IMI 1661 61 0661 1990 1992 201 1993 1990 TWI 1990 1994 MEL MOT 19H 1995 1995 1995 1996 199 1996 G WAL 1997 190 [URE 1999 TOW 1998 1998 1999 1999 M 4661 1999 DOK 200 2000 2000 2000 2001 2000 BOO 2000 2000 2002 COO 2000 2000 2000 MIXC 1000 2004 2004 2005 2005 1 474.300 2 6640497 672795 6741854 674063 4799200 686309 6811641 THE ( 4 4 E 1 T 4 4947042 1 5.199 1 t 482147 6799.761 7048982 3 7339.999 4 T 2 7686.099 7749151 3 + L 2 1 + T C E T t PUTER HEECOOR E t ( 4 9000 TE SECTIO 1 STROO V SCETALE T UND F 1 ICTOR WWW.IN S GEWOR 7893.136 14 BISS X21639 4 9100.305 913697 9257120 200 932 251 39312937 100x sercoss 30 211 M60 162 M39641 435 LLE (406 T 29490 ZING SPERRED NON RE 1 MIT 2 94234 SPEHESS T IFTOR 4 965091 99347 1 99564 wa P 10120 2017.12 410543.4 11017500 3 101747 41017 122 211695 1121225 LEW ON FICH COME F WYM Z 201 N INFLORESC NEFORCE DELF GIYALIES I WWE C A 46 115299984 21324474 70 N 1900 IN 10 13 74 AN N NO ME K w M D 90 16 sa " WT W 66 100 10 1600 100 104 100 106 100 100 100 110 [HE 112 E P 11 FET 136 [37 138 139 OPE 141 142 NS300 156 111942402 198 2120 3122 199 124293 IM 112 2122385 A EST PT THE 12 COPY 161 16 16 306 167 LIE'S MICH DYL TOPIC 1.700 www (WY le IN 5947 6.300 7333 TAAT 7400 1433 1.400 WOFL 8200 wwww LEYS +100 Ca 1830 600 THE 132 7.347 139 114 ELEM 9367 4335 7A67 7415 1415 1300 7215 1300 720 Tex 7813 7347 ONY KXD) 6.000 115 5835 125.335 116 13m 13625 754 117 111 1.407 136 121 122 12 5.367 124 129 126 128 129 116 2359 LWE VIEW 5.30 DES HIEF EPE M SPE LIFE. OPPS W CHE CITS MY 6.133 AYY SEXY HEL T AMM www www LIET OFFE 61.967 4411 5.300 1240137 OFF TLA 430 BETHE WESSE POWERE SEPSE SCOAL SEANCY LICEN ENCY WETLF 295.56 COS Z SEPT 79000 3 $1.00 81.213 854674 TOL VIET ONY COFF $5.932 49367 LO 1334 10000 SHOP HOME WLESS HET SEEP 104405417 105300 47 127 542 107.235 575.4SS 190046. 398,113 UNCE OD LIEME PUTO #199 WELCHE HEW WA UNTEL CON 5.367 148 5310 155067 1121 S 130 16400 IS 130 157300 1165am THE 1584) 100 192 5211 1984) SHITEN 1.000 162.000 125 111.967 7443 Twe 19:33 NEVNT 7439 2345 105) N 14367 14 144.300 1082 OLIE WIE ALL M MERCE 121474 123.433 775 13400779 SLIME WID INTE INCHI 1 135.47 MON WESSE 124.3008636T 135955 DOVILL www 149967 11223 6.347 6300 101 102 Live 145 900 111N SAIS 14367 1150 5467 194.847 114.30 1520 152M BAUM WILL E www VEZEN VER YOS SOPH CLUSE ANCHE YO SEME SPRE ONDER HET SINENT 84 4345 JENT 130.0 167300 3000367 TIME MENCE TIFICE COLE FETA INTE ACTRE 1400 Live 1900 174213 1005213 4211 175 1002AM 17TH SETTE WICH WIL DER 199 1999 1999 Mel 2000 2000 2000 2000 2001 2000 DOGC 201 boo 2000 2000 2000 2000 2001 2001 2004 2004 2004 2004 2005) 2000 VINC SONNE 2006 2006 2008 2006 2001 2001 2000 2001 300 2008 2004 2008 2009 2000 2009 2009 2010 2010 2010 2018 2011 THE THE (2011) 2012 2012 2012 2013 2013 2013 2013 2013 2014 2014 2014 2014 2015 SHOC 2015 SHE 2014 410 2016 HO 2017 2017 2017 2017 2018 2018 HOC 2018 2011 2019 2019 2000 2000 2009 2009 2001 2001 3001 2001] CDO 410543644 11070 200 107374 41017.990 11096976 31121230 41124347 111472337 311715393 41183246 1 MYLIM CO HIVINICE I 31227.000 12400295 HE 21206235 312877395 412904199 113168542 1317849 WE PRE 4112226 Z 3120 453397 11347150 113599032 COFFEE OCHORE 1379545 1395875 SPYSHIM OF+ SCENOOPE 2464984 SC LETTLAND 1419.762 POCUM 31906.347 425267406 1150 2153363 1545692 REC CRIST INTE C + AFPS E CRIST 31530 41515345 157277 INTE 315790825 415712754 15825.00 416129418 111 2 314239.178 4632964 11640110 363 H ON HOUSE WELDWP Ho 1 2 27033.392 SE PRENAZZLE P HOW ONGLE 3 1743622 +17525354 317784 185 WYZONE 99 ALLA VOLE STINE 1812684) 223,758 PPL SPE THE OPE WE APT IN CH 196 151 182 19511576 153 195 114 196 BE 160 PH PST (NY 14) 163 164 VIE 166 16 THE 3157L 16 257923 197 3 IMATADO 198 365527 199 300 20 im 171 241 ELI PE BLE 176 177 ALE IN 181 182 183 PSI GRE 196 187 201 199 190 IM 210 17] 201 ONE IN S DIE 200 SIKE W 200 MIC ME SIC 910. 218 412 ACC 221 SALT zzz OFFE OPPE 223 6626 5.000 1122 5300 295647 112 5.500 5369 157.390 1045AM 5.335 198.67 103.3 1483001064 160 4631 4.335 TIFF MBEY ONT COFE CONS 4000 3.500 4215 COFF MILY CER 4247 265967 4200 GIFS firs CEP'S 106411 112 17145519775 175.000 135 156250 100.215 175.900 1862 N ATTARD 4800 ITTAS) THAN 3.300 177900 1991. 1300 5.30 4967 ONST SELY 192467 114 152 PICK 6.731 ANY Sac 181.3467 Kim 6130 PAI) RICHIE SSEN 1991 S ONE CURE SEPA STAR ON THE H 1000 LIFE 185.335 5.36 1am 1847 133 191.4001739 1623 163.367 1076 164311 164.753 107.133 OCH HEM IN THE SEE LIE NCE CONT CVT CONT WALE 229 23 238 212 233 214 215 210 211 1999 176467 ONY HIEP BUH INC MIL COME MIT OTHE 1146267 16001544 190.467 4435 2016 1201218 1837 136 135 HE LIVE SFF WWW SECON MIY (NY 1006211 SEPIACE SEPTE 4000 1000 5300 215.58 195 6.000 AND 213.349 8367 CHE CHE FICH ONE CRECH SEFORCE CASSE MOELLET COP M 154 MERLIC ww CITA 1381535 N 205 267 1368 NY 204317 13 WALLET MURE 236.4401375.0 247.354 217.297 9.463 9.300 20 TRESANT 9001 222044 1875.4ss 224314513 MICHEL NEDE SETYCH TWI BECOGE MEDIE DECISE MEESTE 212 8267 213 6.310 214 2013 7.500 7.701 23.29 24%ll 7.333 232045 2525.73 3231 233,300 2994 2007 09 106433 POLIC 175.3467 SEPAUSENCE M LICENCE E VSTVERE GHETE CON SHENZ JAWA LPFW WWW.SE OF LEGE AEVICE SETHOSE WEI DONNE HEELNE SECRE UN CALE MCHALE 227.47 2136 6215 AIR 5.30 5.367 235.355 2984 5.400 23612 300335 SIMM 5.000 237A 3061MY 234523231 245126 4755 242 1142 MAY 3411.300 2440 141.4 4300 245295 430 LIM 20442 THE LIC HHW 162 VITSON MIELEZ WILLE WEL IN THE 190 AUT WK (PRE ANCAK
