anova jul 2014-1.xls
TRANSCRIPT
Rainfall Jan Feb Mar Apr May Jun2008 6.15 2.55 9.31 11.84 11.12 10.322007 4.51 3.28 7.65 9.43 6.26 13.122006 5.10 6.55 4.92 10.78 10.27 9.162005 0.31 9.88 5.77 7.52 10.06 1.922004 5.13 3.79 6.45 9.80 10.52 0.872003 3.20 3.58 10.08 8.82 4.24 7.452002 0.60 0.57 6.00 4.12 10.05 7.822001 7.58 4.03 4.74 10.73 4.20 6.152000 4.83 5.68 11.59 13.34 12.92 5.931999 4.07 6.53 11.29 3.87 14.31 3.401998 1.71 4.55 2.97 5.95 5.20 5.211997 4.87 4.45 7.65 8.88 6.90 5.43Mean 4.0040 4.6210 7.3685 8.7563 8.8387 6.39862.18914605892.35020773922.7305965737 2.9359311951 3.3826545373.4856813772Pooled STDEV 2.95599135093.6537520643.56844100953.66650516413.6665051641Jul Aug Sep Oc !"# $ec !".6.38 10.47 7.22 14.08 13.80 4.80 19.75 5.75 12.33 11.59 8.56 4.32 28.73 10.17 10.67 9.45 10.34 3.87 38.85 6.48 4.64 9.58 9.88 9.26 410.89 3.34 9.38 9.84 15.45 1.77 59.70 6.89 7.08 5.91 13.08 4.48 63.57 5.39 10.36 11.12 15.07 6.61 73.15 4.10 17.63 13.99 12.10 6.06 84.61 11.74 9.78 9.11 10.78 12.00 98.19 4.50 9.10 13.19 11.36 10.28 106.14 8.83 13.98 3.21 9.70 4.66 117.71 4.26 5.92 13.25 17.67 4.03 127.3065 6.8261 9.8411 10.3597 12.3152 6.0107 132.53476891412.82039126093.60196392373.2984545304 2.74600311993.0160347574 1415161718192021222324252627282930311234567891011121314151617181920212223242526272812345678910111213141516171819202122232425262728293031123456789101112131415161718192021222324252627282930123456789101112131415161718192021222324252627282930311234567891011121314151617181920212223242526272829301234567891011121314151617181920212223242526272829303112345678910111213141516171819202122232425262728293031123456789101112131415161718192021222324252627282930123456789101112131415161718192021222324252627282930311234567891011121314151617181920212223242526272829301234567891011121314151617181920212223242526272829303132Rainfall M"n&2008 Rainfall 2007 Rainfall 2006 Rainfall 2005 Rainfall 2004 2003 2002 Rainfall 2001 RainfallJan 0 0 1.5 2 0 14.5 0 0Jan 0 42 25.5 0 0 0 0 0Jan 2 7.4 0 0 0 4.5 0 0.5Jan 0 0 20 0 0 2 0 36Jan 2 0 45 0.5 0 0.2 0 1Jan 12 0 2 0 6.5 0 0 0Jan 11 1.2 20 0 0 0 1 11.5Jan 1 0 5 1.5 0 0 0 0Jan 25 5.2 0 5 0 0 0 1.5Jan 15.5 0.5 0 0 1 0 0 2.5Jan 0 0 0 0 0 0 0 24Jan 0 0.5 0 0 0 36 0 2.5Jan 46 2.6 0 0.1 4.5 0 0 11Jan 36 0.5 0 0 0 0 0 15Jan 0.2 0.5 4 0 0 0 0 1.5Jan 7 0 7 0 0 0 0 4.5Jan 0 3.4 0 0 0 0 0 0.5Jan 0 0.5 10 0 0 0 1.5 0Jan 0 13.8 8 0 0 6.5 0 1.5Jan 0 2.8 10 0 77.5 0 0 0Jan 0 31 0 0 2.5 0.5 0 0Jan 0 27.8 0 0 0 32 1 3Jan 0 0 0 0 0 2 8 12.5Jan 0 0 0 0 0 0 0 5Jan 0 0 0 0 0 0 4 24.5Jan 0 0 0 0 0 0 3 0Jan 0 0 0 0.5 0 1 0 32.5Jan 0 0 0 0 17.5 0 0 40Jan 3 0 0 0 45.5 0 0 0Jan 25 0 0 0 2.5 0 0 0Jan 5 0 0 0 1.5 0 0 4Feb 0 0 5 27 0 11.5 0 0.2Feb 19 0 3 28 0.2 4 0 0Feb 22.8 0 0 6 34.5 0 0 1Feb 12.5 0 1 0 0 0 0 4Feb 0 0 0 0 0 0 0 0Feb 0 0 0 0 0 0 0 0Feb 0 0 0 0 0 0 0 4Feb 0 0 0 0 0 0 0 0Feb 0 0 0 0 10.5 0 1 0Feb 0 0 5 0 0 2 0 25Feb 0 0 22.5 8.5 0 0 0 0Feb 0 0 0 19 0 0 0 0Feb 0 10.2 55.5 52.5 0 0 0 0Feb 0 7.6 0 0 0 3 0 2.5Feb 0 0 25 0 0 0 0 0Feb 0 23 30 9 12.5 11.5 0 0Feb 0 4.2 5 0 0 0.5 0 0Feb 0 15 0 26 20.5 5 0 0Feb 0 0 0 0 0 0.2 9 0Feb 0 2.2 0 0 0 6 0 5.5Feb 3 2.1 0 0 10.5 0 0 9Feb 0 7 0 0 0 21.5 0.5 0Feb 0 1.6 0 0 0 0.5 0 0Feb 0 12.6 1.5 0 1 0 0 0.2Feb 0 0 1.5 0 0 0 0 41Feb 14 6.4 28.5 0 16.5 34.5 0 0Feb 0 0 0 85.5 0 0 0.5 20.5Feb 0 0 0 15 0 0 5 0Mar 1 0 0 0 0 0 0 0Mar 39 0 0 2.5 0 0 0 0Mar 22 10.8 0 0 0 0 0 0Mar 8 0.8 0 0 49.5 26.5 0 0Mar 7 29.2 1 1 0 2.5 0 0Mar 0 0 0 0 11 0 0 0Mar 0 3.8 11 0 0 0 0 0Mar 0 0 9 0 0 3 15.5 0Mar 8 10 4 0 0 1 0 14.5Mar 0 0 7 0 7.5 30 0 4Mar 0 0 0 52.5 9.5 0 0 0Mar 0 0 0 0 0 0 0 64.5Mar 1.5 0 0 0.2 47 0 0 0Mar 4.5 0 0 1 0 0 0 0Mar 1.5 0 0 3.5 12.5 21.5 17.5 9Mar 6.5 69.5 0 0 1.5 1.5 0 0Mar 0 0.5 0 0 5.5 0 9 0Mar 0 1 0 0 6.5 0 0 0Mar 0 0 0 0 0 0.5 0 7Mar 1.5 5 0 0 0 27.5 7.5 6.5Mar 29 25.8 7 0 30.5 22 2.5 0.5Mar 0 27.2 40.5 0 0 19 0 0Mar 21 6.4 24 8 0 60 0 3.5Mar 50 8.2 7.5 0 0 0 7.5 0Mar 20 0 2.5 20.5 0 23 30 11.5Mar 2 3.2 0 1 1 1 1 1Mar 0 0 23 2.5 7.5 23 2 0Mar 0 0 1.5 27 4 38.5 0 0Mar 0 0 0 18.6 0 3.5 0 25Mar 66 2.2 10 0 6.5 2 20.5 0Mar 0 33.6 4.5 40.5 0 6.5 73 0Apr 5 1 0 28 5 0 0 2Apr 0 9 5 10 47 16 18.5 2Apr 60 22.2 1.5 5 54 0 0 0Apr 16.5 1.4 2.5 0 5 1 0 45.5Apr 0.6 2.2 0 15 13 0 0 6.5Apr 2 0 2 2.5 4 1 5 1Apr 0 0 0 0 16 7.5 8 17.5Apr 0.5 0 1 0 0 9 1 19.5Apr 7 0 2 16 20 3 9.5 13Apr 16 20.4 55.5 5 0 3 0.5 0Apr 0 0 0 0.5 0 0.5 28 3Apr 51 2.2 80.6 1 0 8 0 58.5Apr 0.1 15.2 1.5 20 0 66 0 3Apr 10.5 3.6 0 0 0 1.5 0 10.5Apr 9.5 16.9 0 2 0 4.5 0 17Apr 0 0 35.6 0 0.5 0 14 3Apr 0 0 23 21 11 0 3 0Apr 17 43.5 29 0 7.5 10.5 6.5 0Apr 0 0 1 0 2.5 0.5 1.5 4.5Apr 10 1.4 5 0 24.5 4 0 5.5Apr 0 3.5 2 0.5 1 47 0 35.5Apr 8 0 6 0 0 7 0 1Apr 15 2.8 17 0 0 46 0 9.5Apr 40 5.6 0 32 0 0 13.5 22.5Apr 3 6.6 0 8 27.5 0 0 6Apr 17 10.2 5.1 40 1.5 7.5 0.2 10Apr 0 17.5 0 2.5 48 4 0 1.5Apr 0 0.3 47.5 0.5 0 15 11.5 18.5Apr 47.5 86.5 0.5 0 5.5 0 2 0Apr 19 11 0 16 0.5 2 1 5.5May 11.5 1 0 0 20.5 10 123 0May 0 0 35.1 0 2 2.5 8.5 2.5May 0.5 1.1 47.8 7 6.5 0 0.5 0May 0 0 0 1.5 69 16 19.5 0May 0 1.6 6.5 1.5 10.5 0 0.2 0May 0 0 1 25 29.5 2.5 5 0May 44 7.5 59.5 0 9 0 0 27.5May 0 0 51.5 9 38.5 5.5 46.5 4May 19 0 0 68 0 20 1 0May 0 0 0 0 0 1.5 0 0May 0 0 5 0 0 63 0 0May 0 0 13 3 2 0 0 21.5May 1 0 0 0 0 1.5 0 21.5May 0 0 8.5 0 0 0 0 7.5May 0 0 3.5 15 0 1.5 11 0May 0 9.5 0 0.5 0 0 0 0May 0.2 13 0 1 0 0 0 3May 0 3 3 19 0 0 0 0May 0 28.5 1 12 0 0 0 0May 0 0 2.5 0 0 0 0 0May 0 0 13.5 0 0 0 17 0May 6 35 0 2.5 2.5 0 0.5 0May 18 0.6 0 19 0 0 0 13.5May 0 13.6 0 0 0 0 3 0May 33 0 0 0 0 0 10.5 5May 0 0.8 0 105 0 0 35.5 16May 46.5 0 7 0 32.5 7.5 30 0.2May 89 0 55.1 0 6 0 0 1.5May 10 20 0 14 58.5 0 0 0May 2 49 0 0 6.5 0 0 6May 64 10 5 9 32.5 0 0 0.5Jun 1.5 0 0 0 0.5 0 0 11Jun 0 3.5 1 1 0 0 0 0Jun 0 0 64.5 0 0 0 0 0Jun 9 85.5 0 0 0 0 10.5 11Jun 33 25 0 1 0 2 50 13Jun 0.5 8.5 1 0 0 0 16 7Jun 3 11 0 0 0 0 0 3.5Jun 0 5.5 17.5 0 0 0 0 63.5Jun 23 16 10.5 5 2 0 0 6Jun 1.2 12 1 0 0 1 0 0Jun 56 0.5 0 3 0 0 3 0Jun 17 50 1.2 3 0 65 12 0Jun 2 1.5 0 0 0 21.5 60.5 0Jun 0 9 30.5 6 0 0.5 24 0Jun 0 1.2 0 2 0 7.5 27 0Jun 0 3.5 0 14 0 0 0 3.5Jun 0 95 1 0 0 55 0 1Jun 23 17.5 33 0 0 0 31 0Jun 1 0 1.5 0 0 0 0 38.5Jun 70 0 20 0 5 0 0 5Jun 2 1.5 67.5 0 0 0 0 3Jun 0 0 10 22 0 5.5 0 0Jun 20 17 2.5 0 15 16 0 0Jun 17.5 13 5 0 0 0 0 1Jun 0 0 7 0 0 20.5 0 0Jun 0 12.5 0.1 0 2 19.5 0 0Jun 0 4.5 0 0.1 0 3 0 16.5Jun 19 0 0 0.5 1.5 0 0 0Jun 8 0 0 0 0 3.5 0 0Jun 3 0 0 0 0 3 0.5 1Jul 5 0 0 0 0 2.5 0 0Jul 41 0 0 0 15 2.5 9 0Jul 0 0 0 7.4 0 66 1.5 7Jul 0 0 6.5 22 48 0.2 0 2.5Jul 29.5 0 0 13 0 1.5 0 0Jul 0 15.7 0 27 2 0 0 0Jul 0 0 112 0 20 0 0 0Jul 0 0 0 10 22 0 0 0Jul 1 20 18 0 71.5 2.5 0 0Jul 2 61 0 0 1 0 0 0Jul 3 0 0 75 0 2 4 0Jul 0 0 0 2.5 12 25.5 0 0Jul 0 0 2.5 1 1 28.5 0 0Jul 25 0 0 50 0 0 0 12Jul 0.3 1 0 0.5 0.5 0 0 0.5Jul 45 0 0 21 0.5 0 0 1.5Jul 4 19 0 13 15 11 0 0Jul 10 0 0 0 43 0 0 0Jul 17.3 9 0 5.1 0 6.5 0 0.5Jul 2 8.5 0 0 0 0 2.5 0Jul 0 35.5 5 0 5.5 14 45 50Jul 0 9 1.5 8 0 11.5 0 0Jul 0 2.5 0 0 0 54.5 0 0.5Jul 5 54.3 11 0 0 0 4.5 0Jul 6 15.2 0 1.5 65 0 4.5 7.5Jul 0.5 0 0 0 0 0 5.5 2.5Jul 0.2 6.3 3 17.5 11.5 0 2.5 0Jul 1 40.2 0 0 0 72 0.1 0Jul 0 0 0 0 0 0 2 13Jul 0 5.2 111.2 0 4 0 29.5 0Jul 0 0 0 0 0 0 0 0.1Aug 0 5.8 50 0 29 0 0 3.5Aug 0 15.5 2 0 5 0 2 14.5Aug 0 0 0 0 0 0 0 0Aug 0 0 0 0 0 0 42.5 1.5Aug 0 0 15 1 0 0 0.1 1Aug 0 0 0 0 0 0 0 0Aug 3.5 0 0 0 0 0 0 25Aug 0 0 0 0 0 0 15 0Aug 42 9 9.5 0 0 29 2.5 0Aug 0 0 0 0 0 29 0 0Aug 1 0 0 0 6.5 11 0 0Aug 0 0 0 0 0 0.1 14 3.5Aug 0 0 8 0 0 11 0 0Aug 0 1 0 0 28.5 36.5 0 0Aug 0 1 1.5 0 0 4.5 0 0Aug 0 17.2 2 1.5 26 49 0 0Aug 8.5 4.2 0 0 0 0.5 10 1Aug 1.5 0 32 0.5 0 0 0 0.5Aug 7 0 1 79 0 0 0.5 10Aug 14 42 15 64 2 0 3.5 28.5Aug 0 6 36 0 0 0 0 0Aug 32 43.5 0 0 0 0 0 32Aug 0 1.5 0 0 0 0 0 0Aug 62 0 2.5 0 0 1 1 1Aug 20 11 2 20 0 0 19.5 0Aug 97 0 3 0 0 0 7 0Aug 2 0 88.5 0 5.5 0 40 0Aug 10.1 0 0 35 0.5 2.5 3 3Aug 20.9 9.5 10.2 0 0.5 7.5 2 0Aug 1 9 0 0 0 10 0 0Aug 2 2 37 0 0 22 4.5 2Sep 1 11 40.5 0 0.5 11 52 0Sep 26 0 17.5 30 0 0 0 0Sep 2.5 4 0 18.5 2 0 56 2.5Sep 0 4.4 1.1 0 1 0 0 30Sep 3.5 68.5 2.7 0 2 0.5 3 7Sep 102.5 0 29.5 0 0 0 47.5 18Sep 1.5 0 2 1.5 17 11 0 7.5Sep 2 0 2 0 4 0 38 6Sep 0 3.5 29.6 17 4 3.5 14 13Sep 0 24 3 0 0 6.5 0.5 0Sep 0 39.4 30 0 0 0 0 0Sep 2 5 2 0 0 3 0.2 13.5Sep 8 5.5 36.5 0 3.5 0 0 0Sep 0 0 0 0 11 0 16 0Sep 0 19 23.5 0 45 44.5 0 18Sep 40 0 37.5 0 23 0.5 0 9.5Sep 0 9 17.5 0 7.5 13 10.5 18Sep 0 7.5 1.5 0 1 4 0 18.5Sep 0 0 6 0 0 0 23.5 38.5Sep 0 0 0 4.6 38 25.5 0 53Sep 1 0 8 14.5 25 1.5 0 4Sep 0 0 0 0 0.5 0 2.5 10Sep 0 0 1 0 4 0 0 107Sep 0 3.5 0 0 0.5 36 3 75Sep 0 19.5 1.2 35.5 10 2.5 5.5 10Sep 15 0 0 0 1.5 1.5 0 0Sep 5 13.5 1.5 0 10 0 14.5 54Sep 3 132.5 0 0.1 35 4.5 5 8Sep 3.5 0 26 0 9 42.5 16 5.5Sep 0 0 0 17.5 26.5 1 3 2.5Oc 5 0 8 1 4 5 45 1Oc 15.1 15.2 0 0 2 23.5 0 0.5Oc 0 4.5 0.1 1 6.5 0 0 0Oc 31 0 45 3 0 1 0 38Oc 87 0 0 1 0 0 16.5 0Oc 2.5 0 20 0 0 0 0 0Oc 0 0.5 0 8.5 0 0 3.5 0Oc 62.2 41.5 58.5 0 0 14.5 1 13.5Oc 5.5 15 0 24.5 14 15.5 2 7.5Oc 0 15.5 0 9 0.5 7 26.5 0Oc 10 22 0 1 0 0.5 10 0Oc 5 0 10 0 0 8 42.5 0Oc 9 6.5 3.5 0 0 13.5 8.5 0Oc 0 0 1.4 0 45 0.5 0.7 0Oc 43 30 0 36 1 0 0 0.5Oc 41 70.6 0 2 0.2 0.5 0 0Oc 10 0.6 1.5 32.5 16 2 10.5 44.5Oc 47 15.5 5 25.5 0 0 0.5 3Oc 2 37 9.8 0 65.5 0 8.5 0.5Oc 1 2 0 2 0.2 0 54 0Oc 9 0 0 1 0.5 14 0 0Oc 10 14 8 0 59.5 13 0 0.5Oc 21.5 20.6 0 82 30 0 16.5 0.1Oc 18.2 5 4.2 1 22 0 23 0Oc 1 10 15 0 23 6.5 0 14.5Oc 0.5 12.4 0 44 0 30 0 74.5Oc 0 0 12.5 17.5 0.1 0.1 10 22.5Oc 0 0 35.5 2 2 0 34 6Oc 0 0 15.7 1.5 0 0 6.5 37.5Oc 0 11 0 1 5 5.5 25 28.5Oc 0 10 39.2 0 8 22.5 0 140.5!"# 0 17 6.1 0 0 1 30.5 35!"# 0 5 3.5 33 2 6.5 35 9!"# 4 12.5 14.8 0 48 72 22 5!"# 52 0 0.8 20 80.5 46 2 10!"# 15 1.6 5.9 2 17 56 4 1!"# 1 8.5 3.5 0 40 0 0 0!"# 11 2 8.2 2 41 17.5 5 30!"# 10 12 13 5 27 1 2.5 23.5!"# 0 48 27.5 0 21.5 28 2.5 1.5!"# 0 67 5.2 39 0.2 3 2 47.5!"# 18 0.6 1.6 15 47.5 3 73.5 23.5!"# 1 18 3.6 23.5 44 15 48.5 59!"# 0 12 10.5 0 1 20.5 7 0!"# 65 0 1 0 1 2 22 19.5!"# 10 11 13.5 0 0 0 24.5 0.5!"# 35 13 0.2 2.5 23.5 0 5 4!"# 1.5 0 10.2 1.5 21 26.5 0 3!"# 5 0 3.2 45 14 29.5 7 28!"# 29.5 0 11.5 2 0 3 25.5 11.5!"# 0 1 2.5 6 1 2.5 37.5 1!"# 74 10 68.5 29 0 5.5 16.5 27.5!"# 12 6.5 12.5 4.5 0 20 42.2 0!"# 4 0 22.5 3.5 15 0 0 2!"# 5 0 5.2 9.5 0 0 0 3.5!"# 18 0 6.6 21 0.2 0 7.5 13!"# 0 0 2.6 4 0 14.5 30 3!"# 3.5 0 0.5 18.5 1 3.5 0 1.5!"# 10 0 18.5 5.5 2 12.5 0 0!"# 15.9 1 12.5 4.5 0 0 0 0!"# 13.5 10 14.5 0 15 3.5 0 0$ec 0 0.1 14 37.5 0 2.5 0 0$ec 0 0 1.6 10 11 1 0 0$ec 0 0 0 15 2 34.5 0 0$ec 28.5 0 0 0 0 29.5 0 22$ec 0 0 0 0 0 0 23 26$ec 21 0 0 20.5 0 0 0 0$ec 0 4 0 0 0 17.5 8 0.5$ec 25 33 0 1.5 0 0 24 0$ec 5 8 4.4 5 0 8.5 15 0$ec 15 0 11.5 20 0 2 5 0$ec 0 4 0 21.5 11 0 0 0$ec 0.4 32 6.2 2.5 0 0.5 1 0$ec 2 0 12 5.5 15 0 0 0$ec 26 3.5 34.5 14.5 2.5 7.5 0 12$ec 18 0 0 0 0 0 2 57.5$ec 2.5 16 15.6 0 0 1.5 3.5 37.5$ec 0.5 0 1.4 0 0 0 0 0.2$ec 0 0 0 3 0 23.5 3.5 0$ec 0 0 4.4 11.5 0 12 3 2.5$ec 0 0 3.4 0 3.5 0 4.5 0$ec 0 0 5.2 9.5 2 0 28.5 0.5$ec 0 0 8 10.2 0 0.5 3 2$ec 0 0 0 1.5 0 0 31 4$ec 0 5 0 6 0 0 3 14$ec 1.5 0 0 0 0 0 10.5 0.5$ec 0.1 1.6 0 0 0 2.5 1 0.1$ec 1 21 0 24.5 0 0 5 0$ec 0 10 0 0 0 0 35 0$ec 0 0 1.6 32.5 0 0 0 5.5$ec 7 0 0 28.5 0.5 0 2 9$ec 0 0 0 15.5 0 0 0 0$ec 0 0 0 0 9 0 0 02000 1999 Rainfall 1998 Rainfall 1997 Rainfall 2008 2007 20060 13 1.5 0 Jan 6.151613 4.506452 5.0967747.5 0.2 1 0 Feb 2.546429 3.282143 6.55357112 0 0 0 Ma 9.306452 7.651613 4.91935515 0 2 0 !" 11.84 9.433333 10.776670.1 0 0 0 Ma# 11.11935 6.264516 10.2741971 0 2 0 J$n 10.32333 13.12333 9.160 5 2 0 J$l 6.380645 9.754839 8.73225810 14.5 0 0 !$% 10.46774 5.748387 10.167741 0 0 0 Se" 7.216667 12.32667 10.670 2.5 2 0 &'( 14.08065 11.59355 9.4483870 0 0 0 )o* 13.79667 8.556667 10.340 0 0 0 De' 4.796875 4.31875 3.8687510.5 50 0 00 1.5 0 29 +ea Jan Feb Ma0 0.5 0 0 2008 6.151613 2.546429 9.3064520 0 0 3 2007 4.506452 3.282143 7.6516130 2.5 1 0 2006 5.096774 6.553571 4.9193556 1 33 32 2005 0.309677 9.875 5.7677422 3.5 7 2 2004 5.129032 3.792857 6.4516130.5 0 0 0 2003 3.2 3.578571 10.080650 0 0 0 2002 0.596774 0.571429 60 0 0 0 2001 7.580645 4.032143 4.7419350 4.5 0 0 2000 4.825806 5.682143 11.590320 8.5 0 0 1999 4.070968 6.530357 11.2903214 1 0 0 1998 1.709677 4.553571 2.9677420 18 0 85 1997 4.870968 4.453571 7.6548390 0 0 00 0 0 0 +ea Jan Feb Ma0 0 0 0 1997 4.870968 4.453571 7.6548390 0 1.5 0 1998 1.709677 4.553571 2.9677420 0 0 0 1999 4.070968 6.530357 11.290320 0 1 0 2000 4.825806 5.682143 11.590320 0 0 0 2001 7.580645 4.032143 4.7419350 12.5 0 16.5 2002 0.596774 0.571429 60 13.5 0 15 2003 3.2 3.578571 10.080650 0 5 0 2004 5.129032 3.792857 6.4516130 0 0 0 2005 0.309677 9.875 5.7677420.1 2.5 0 0 2006 5.096774 6.553571 4.9193554 2.5 0 0 2007 4.506452 3.282143 7.6516130 0 0 1 2008 6.151613 2.546429 9.3064526 0 0 5.213 29.5 0 20 50.05 0 30 1.5 0 034 1.5 0 8.536 41.5 8 3.54 0 6.5 00 0 0 10 0.3 0 12.50 9.5 0 00 0 20.5 00 0 83 00 0 0 03 0 3.5 627 0 0 016 0 0 47.516 1 0 30 17 0 00 0 0 00 0 0 04.5 13 0 30.625 0 0 00 0 0 00 24.5 0 00 0 0 00 70.5 0 05 0 0 010 0 0 00 8.5 1 042.5 21 0 418.5 1 0 16 2 44.5 538.5 55 0 3.50.1 3 32.5 00 28 5 180 3.5 6.5 19.51 2 2.5 00 20.5 0 1317.5 20 0 80 2.5 0 00.1 0.5 0 37.50 0 0 267 2 0 8044.5 7 0 15.222.5 0 0 01 5 0 021 0 0 01.5 0 0 033.1 57 0 00 3.5 0 015 0.5 0 053 71 0 220 0 7.5 511 0.5 32.5 28.50.5 2.5 0 00 0 0 523 0 0 111 15.5 0 72 0.5 0.5 49.550.05 4 0 012 0 0 055.5 2.5 0 01.5 0 21.5 1.50 0 2.5 430 0 7.5 00 0 17.5 00 10 0.5 3519.5 0 5 371.5 1 9 710 0 6 12.51 0 0 00 0 0 061.5 8 8 027 0 16 011.5 0 2.5 01.5 0 1.5 00 0 0 08 0 0 410 0 34.5 44 0 6 14.51.5 47.5 30.5 25.5142.5 0 2 0.50 0 3.5 14.559 19.5 0 720 4 4 4.50 0 0 048.5 28.5 0.5 7.50 0.5 0 17.540 0 1 00 12 0 6.50 59 0 5.50 25 23 490 9.5 51 10 6.5 16 00 0 9.5 3.50 37 11 243.5 17.5 0 20 17.5 2.5 00 32 0.6 02 10.5 2 00 0 0 00 0 0 00 26.5 0 06 15.5 1 00 0 0.1 039.5 0 2.5 00 44 0 06 0 0 09 0 0 2.53 31 0.5 00 0 0 01.5 0 0 00 0 0 011 0 0 00 0 4 13.50 0 5.5 04 0 2 00.5 0 13.5 5323.5 0 4 40 0 3 048 21.5 0 20 0 0 00 0 0 3.542.5 5.5 0 19.52.5 0 0 3.50 0.5 7 2.50 7.5 18 00 0 56 6.50 20.5 0.2 30 0 0 00 18 0 21 11 11.5 00 7 15 00 0.5 0 00 3 7 114 0 0.5 03 5 8.5 490 1 0.5 01.5 0 0 00 1 0 025 0 0 020.5 2.5 0 80.5 1 0 212.5 0 0 00 32.5 0 410.5 8.5 0 00 3 0 4.50 3.5 35 00 56 1 41.50 14.5 0 00 9 0 00 4.5 25 00 32 1 00 6 0 70 2 0 01.5 5.5 16.5 00 0.5 0 00 52.5 17 00 0 0 00 7 5 1021 0 18 00 0 18 2356.5 0 1.5 220 11.5 1.5 00 0 0 330 0 0 43.5 0 6.5 20 0 0 6.515.5 0 41.5 00 0 2.5 01 0 0.2 41.50 2 0 301 0 4.5 042 1.5 0 08 0 0.1 055 0 0 00.1 0 1.5 061.5 3.5 0.5 05.5 7 0 3113 0 23 056 13 0.5 011 0 28 00 0 55.5 023 10.5 0 038 2 15 00.5 0 0.5 02.5 10.5 4 01 0 3.5 00.2 36.5 18.5 2.50 0 20.5 28.51.5 11 1 560 4 26.5 00 5 0 12.50 0.1 14.5 012.5 8 0 00 2.5 0 00 0 28 00 1.5 10.5 00 5.5 14.5 05 14 1 012.5 3 2 00 0.5 0 014 0 0.2 1.50 13 9.5 016 0 7 190 0 0.5 18.5 0 0.5 050 2 48 3.54 5 7.5 0.51.5 0 95.5 02.5 0 1 00 12 15 2.54.5 8 127.5 024.5 10.5 6 21.5 5 54.5 420 1 13 00 0 3.5 00 0 0 025.5 46.5 0 186 0 9 09.5 0.5 0 11.527.5 0 0 66.520.5 2 0 226 2 6.5 016 0 0 010.5 12.5 0 3.50 1 0 06.5 28 8.5 015 20 3.5 08.5 47 3 00.5 27.5 0 06 19 0 02.5 10.5 0 5.529 9.5 2.5 22.517 10 0 046 29.5 0 22.521.5 38.5 0 230 14.5 0 023 9 0 00 1 0 16.50 10.5 4 01.5 66 0 04 35 0 170 0 0 4.50 48.5 0 220 14 0.5 20 4 3 00 1.5 18 115 0.1 16 60 31.5 0 0.50 0.5 0 16.513.5 0 0 4.51 25.5 10 126 0 8.5 00.5 1 1.5 00 0 0 6.51.5 5 11 5045 1.5 0 1.50 0.2 0 173.5 0 0 8.51 0 4.5 0.816 41.5 1 132.5 5 7.5 805 5.5 11.5 845 0 12.5 14.50 1.5 1.5 4.50 0 3 890 0 3.5 030 0.5 30.5 08.5 14.5 12 00.5 0.2 15 00 0 14 4710 0 17 0.519.5 1 0.5 77 13.5 4 890 53.5 3 5.50 13 35.5 2751.3. 0 0 30.53 5.5 0.5 3131 19 0 23.50 13.5 0 2324 46 3 420 23.5 3.5 139 6.5 30.5 3672.5 4.5 12 90.5 11 15 25.50 51 14 051.5 0.1 17 414.5 5.5 0.5 00 5.5 4 1.50 45 3 21.50 0 35.5 95 0 0 01 6.5 0.5 14.514.5 34 0 1021.5 32.5 0 025.5 2 15 4.50 6.5 0 2.50 0.5 9 50 51 14 6.50 60 1 0.50 18.5 2 00 0 0 4.50 1.5 0.6 1.50 35.5 0.5 00 0 0 01.5 0 0 17.50 0 0 19.50 11.5 8.5 023.5 0 0 310.5 18.5 0 1.50 35.5 0 6.532.5 0.5 0 05.5 0.1 12 056.5 2 0 5.50 12.5 8 02 0 0 40 0 0 7.41 0 6.5 014.5 0 0.5 05 0 0 19109.5 5.5 11.5 00 0 9.5 00 0 4.5 060.5 0 29 100 1 17 02005 2004 2003 2002 2001 2000 1999 1998 19970.309677 5.129032 3.2 0.596774 7.580645 4.825806 4.070968 1.709677 4.8709689.875 3.792857 3.578571 0.571429 4.032143 5.682143 6.530357 4.553571 4.4535715.767742 6.451613 10.08065 6 4.741935 11.59032 11.29032 2.967742 7.6548397.516667 9.8 8.816667 4.123333 10.73333 13.335 3.866667 5.95 8.88333310.06452 10.51613 4.241935 10.05484 4.2 12.91935 14.30645 5.2 6.9032261.92 0.866667 7.45 7.816667 6.15 5.933333 3.4 5.206667 5.4333338.854839 10.8871 9.7 3.567742 3.148387 4.612903 8.193548 6.135484 7.7096776.483871 3.33871 6.890323 5.390323 4.096774 11.73548 4.503226 8.832258 4.2580654.64 9.383333 7.083333 10.35667 17.63333 9.783333 9.1 13.98333 5.9166679.580645 9.83871 5.906452 11.11935 13.9871 9.112903 13.1871 3.209677 13.251619.883333 15.44667 13.08333 15.07333 12.1 10.77586 11.36 9.7 17.666679.25625 1.765625 4.484375 6.609375 6.05625 12 10.28438 4.659375 4.028125!" Ma# J$n J$l !$% Se" &'( )o* De'11.84 11.11935 10.32333 6.380645 10.46774 7.216667 14.08065 13.79667 4.7968759.433333 6.264516 13.12333 9.754839 5.748387 12.32667 11.59355 8.556667 4.3187510.77667 10.27419 9.16 8.732258 10.16774 10.67 9.448387 10.34 3.868757.516667 10.06452 1.92 8.854839 6.483871 4.64 9.580645 9.883333 9.256259.8 10.51613 0.866667 10.8871 3.33871 9.383333 9.83871 15.44667 1.7656258.816667 4.241935 7.45 9.7 6.890323 7.083333 5.906452 13.08333 4.4843754.123333 10.05484 7.816667 3.567742 5.390323 10.35667 11.11935 15.07333 6.60937510.73333 4.2 6.15 3.148387 4.096774 17.63333 13.9871 12.1 6.0562513.335 12.91935 5.933333 4.612903 11.73548 9.783333 9.112903 10.77586 123.866667 14.30645 3.4 8.193548 4.503226 9.1 13.1871 11.36 10.284385.95 5.2 5.206667 6.135484 8.832258 13.98333 3.209677 9.7 4.6593758.883333 6.903226 5.433333 7.709677 4.258065 5.916667 13.25161 17.66667 4.028125!" Ma# J$n J$l !$% Se" &'( )o* De'8.883333 6.903226 5.433333 7.709677 4.258065 5.916667 13.25161 17.66667 4.0281255.95 5.2 5.206667 6.135484 8.832258 13.98333 3.209677 9.7 4.6593753.866667 14.30645 3.4 8.193548 4.503226 9.1 13.1871 11.36 10.2843813.335 12.91935 5.933333 4.612903 11.73548 9.783333 9.112903 10.77586 1210.73333 4.2 6.15 3.148387 4.096774 17.63333 13.9871 12.1 6.056254.123333 10.05484 7.816667 3.567742 5.390323 10.35667 11.11935 15.07333 6.6093758.816667 4.241935 7.45 9.7 6.890323 7.083333 5.906452 13.08333 4.4843759.8 10.51613 0.866667 10.8871 3.33871 9.383333 9.83871 15.44667 1.7656257.516667 10.06452 1.92 8.854839 6.483871 4.64 9.580645 9.883333 9.2562510.77667 10.27419 9.16 8.732258 10.16774 10.67 9.448387 10.34 3.868759.433333 6.264516 13.12333 9.754839 5.748387 12.32667 11.59355 8.556667 4.3187511.84 11.11935 10.32333 6.380645 10.46774 7.216667 14.08065 13.79667 4.796875A ' ( $ )ee*1)ee*2)ee*3)ee*462 63 68 56 1.58 1.09 0 2.2260 67 66 62 1.62 1.03 0 2.463 71 71 60 2.04 0 0.07 2.4759 64 67 61 1.28 0.46 0.18 1.8563 65 68 63 1.43 0.46 0.4 2.559 66 68 64 1.93 0.85 0.2 1.22.2 0.3 0.63 1.331.96 0.9 0.63 2.42.23 0 0.56 2.231.54 0 0.26 2.57Scranton Pittsburgh Philadelphia Harrisburg171615141312111098LocationMeanY-0242Y-0314Y-1424Y-1723PaintInteraction Plot for PntWearata "eans("aing ) 1 2 3 4 5250 310 250 340 250260 330 230 270 240230 280 220 300 270270 360 260 320 290)ee*5 +arr ,&il ,i Scran0.2 13 17 14 130.4 13 14 14 80.34 10 12 12 90 11 13 11 9000.10.060.170.25Scranton Pittsburgh Philadelphia Harrisburg171615141312111098LocationMeanY-0242Y-0314Y-1424Y-1723PaintInteraction Plot for PntWearata "eansAnaly-i- "f .ariance /"r*-&eeDa(a Se( )a,e -......................................... / 0..... n 0.....T1e *al$e2 (1a( ae en'lo2ed in bo3e2 4ill be in2e(ed in(o (1e !no*a (able.1 0O0A1 OR O.2RA11 .AR3A03O!5. 61e'/ *al$e 0 7and !*ea%e 0 8 5a 5a 0 ...............6. To(al De%ee2 of Feedo, 0 9 n/ : 1 ; 02 /30+3!4S5'6RO5, .AR3A03O!!. &b(ain (1e S$b%o$" !*ea%e and S$b%o$" Vaian'e fo ea'1 of (1e / 2$b%o$"2-S$b%o$" !*ea%e2< 8 : 5a1. ......... 1. ..........2. ......... 2. ..........3. ......... 3. ..........4. ......... 4. ..........5. ......... 5. ..........MS=06. =i(1in:S$b%o$" De%ee2 of Feedo, 0/ 9n : 1; 0D. =i(1in:S$b%o$" S$, of S>$ae2 0/ 9n :1; MS= 0 SS= 03 'e)een 4 Subgr"up .ariai"n5. 61e'/ *al$e 0 7and !*ea%e 0 8 5a 5a 0 ............... 9Doe2 (1i2 *al$e ,a('1 (1e *al$e in 15 abo*e? @f no($ae2 09 / : 1 ; MS5 0 SS5 0# P$thagores clai%s that3& ' 2 ( 1) *+ the$ don,t- guess .ho,s .rong) /!. Find 22 $2in% all n/ ob2e*a(ion20 22 0 ..................D. To(al S$, of S>$ae 0 9 n/ : 1;22 0 TSS 0S$b%o$" Vaian'e$ae =i(1in 0 22 5a 0!. 6al'$la(e 22 $2in% (1e / 2$b%o$" a*ea%e2 0 223:5a 0 ................6. Find (1e Mean S>$ae 5e(4een b# ,$l(i"l#in% (1e 223:5a *al$e in 3! b# n 0n223:5a 0 MS5 0An 27a8ple "fa Single Fac"r 27peri8en )i& 5 le#el-("n-i9er &e ca-e )&ere a pr"9uc 9e#el"p8en engineer )an " in#e-igae &e effec "f 59ifferen curren -eing- "n )el9 -reng& f"r a re-i-ance )el9ing -y-e8.0&e range -&e )ill in#e-igae )ill be 15 4 19 A8p-.S&e )ill l""* "#er 5 le#el- "f &e inpu#ariable- :Fac"r; < 15A= 16A= 17A= 18A an9 19A. S&e )ill e- 5 -a8ple- f"r eac&le#el.Oupu < /el9 Sreng&3npu < (urren(urren Seing :A8p-; < 15A 16A 17A 18A 19A1 7 12 14 19 7/el92 7 17 18 25 10Sreng& 3 15 12 18 22 114 11 18 19 19 155 9 18 19 23 11A#erageS0$2..ariance$FSS+") g""9 i- &e 27peri8en>>>("n-i9er &e ca-e )&ere a pr"9uc 9e#el"p8en engineer )an " in#e-igae &e effec "f 59ifferen curren -eing- "n )el9 -reng& f"r a re-i-ance )el9ing -y-e8.0&e range -&e )ill in#e-igae )ill be 15 4 19 A8p-.S&e )ill l""* "#er 5 le#el- "f &e inpu#ariable- :Fac"r; < 15A= 16A= 17A= 18A an9 19A. S&e )ill e- 5 -a8ple- f"r eac&n ?* ?.aria-i$ala8 Anara/i&in 'e)een 0"al+") g""9 i- &e 27peri8en>>>MSF .alueA 2009 Ve(e342 BB6 Te,"la(e2 b# Ve(e342.'o,'"7 ,l" 0e8plaeBabel2 Sa,"le 1 Sa,"le 2 Sa,"le 3 Sa,"le 4 Sa,"le 5 Sa,"le 6Min 7 12 14 19 7 6372.25 59 75 57.5 72 76Median 78.5 67 85 80 78.5 8489 80.75 95 85.5 89.75 92Ma3 100 90 145 91 140 130@CR 16.75 21.75 20 28 17.75 16D""e &$(lie2 0 0 2 0 2 1Bo4e &$(lie2 5 5 6 0 7 0For the Box (IQR and Median)C2:C1 6.25 8 10 22.5 6.5 8C3:C2 10.5 13.75 10 5.5 11.25 8For the Whiskers114.125 113.375 125 127.5 116.375 11647.125 26.375 45 15.5 45.375 52D""e =1i2/e 100 90 125 91 116.375 116Bo4e =1i2/e 47.125 26.375 45 19 45.375 6311 9.25 30 5.5 26.625 2425.125 32.625 30 38.5 26.625 13For the OutliersMa3 E)F! E)F! 145 E)F! 140 130Min 7 12 14 E)F! 7 E)F!$aa 0able7 12 14 19 7 837 17 18 25 10 7515 12 18 22 11 76C1C3C3G1.5H@CRC1:1.5H@CR=$""e:C3C1:=lo4eSa,"le 1 Sa,"le 2 Sa,"le 3 Sa,"le 4 Sa,"le 5 Sa,"le 6020406080100120140160C3:C2 C2:C1 C1A 2009 Ve(e342 BB6 Te,"la(e2 b# Ve(e342.'o,'"7 ,l" 0e8plaeSa,"le 1 Sa,"le 2 Sa,"le 3 Sa,"le 4 Sa,"le 5 Sa,"le 6020406080100120140160C3:C2 C2:C1 C111 18 19 19 15 729 18 19 23 11 8483 73 91 75 83 8975 65 82 76 75 9076 66 84 77 76 9272 62 75 78 72 9584 74 93 79 84 9189 79 98 80 89 9990 80 97 81 90 10092 82 99 82 92 6395 85 96 83 95 7491 81 92 84 91 7699 89 108 85 99 82100 90 102 86 100 9363 53 64 87 63 9274 64 84 88 74 7876 66 77 89 76 7382 72 90 90 82 6893 83 97 91 93 8292 82 93 92 8978 68 85 78 8673 63 75 7368 58 70 6882 91 8289 95 8986 94 8672 78 7274 82 7479 85 7978 85 7881 82 812030 40 10140 140 130145 130@n2e( ne4 o42 abo*e (1i2 lineA 2009 Ve(e342 BB6 Te,"la(e2 b# Ve(e342.'o,'"7 ,l" 0e8plaeBabel2 Jan Feb Ma !" Ma# J$nMin 9.6 16 92 116 130.2 2687.65 98.125 172.225 213.75 185.95 142.65Median 144.65 118.8 218.6 274.75 311.85 181.25158.25 165.0375 294.5 322.325 330.675 244.575Ma3 235 276.5 359.3 400.05 443.5 393.7@CR 70.6 66.9125 122.275 108.575 144.725 101.925D""e &$(lie2 0 1 0 0 0 0Bo4e &$(lie2 0 0 0 0 0 0For the Box (IQR and Median)C2:C1 57 20.675 46.375 61 125.9 38.6C3:C2 13.6 46.2375 75.9 47.575 18.825 63.325For the Whiskers264.15 265.40625 477.9125 485.1875 547.7625 397.4625:18.25 :2.24375 :11.1875 50.8875 :31.1375 :10.2375D""e =1i2/e 235 265.40625 359.3 400.05 443.5 393.7Bo4e =1i2/e 9.6 16 92 116 130.2 2676.75 100.36875 64.8 77.725 112.825 149.12578.05 82.125 80.225 97.75 55.75 116.65For the OutliersMa3 E)F! 276.5 E)F! E)F! E)F! E)F!Min E)F! E)F! E)F! E)F! E)F! E)F!$aa 0able190.7 71.3 288.5 355.2 344.7 309.7139.7 91.9 237.2 283 194.2 393.7158 183.5 152.5 323.3 318.5 274.8C1C3C3G1.5H@CRC1:1.5H@CR=$""e:C3C1:=lo4eJan Feb Ma !" Ma# J$n J$l !$% Se" &'( )o* De'0100200300400500600C3:C2 C2:C1 C1 Min &$(lie Ma3 &$(lieA 2009 Ve(e342 BB6 Te,"la(e2 b# Ve(e342.'o,'"7 ,l" 0e8plae9.6 276.5 178.8 225.5 312 57.6159 106.2 200 294 326 2699.2 100.2 312.5 264.5 131.5 223.518.5 16 186 123.7 311.7 234.5235 112.9 147 322 130.2 184.5149.6 159.1 359.3 400.05 400.5 178126.2 182.85 350 116 443.5 10253 127.5 92 178.5 161.2 156.2151 124.7 237.3 266.5 214 163@n2e( ne4 o42 abo*e (1i2 lineA!O.A ,r"@ec< 0ileS0$2. 2.19 2.35 2.73 2.94 3.38 3.49 2.53 2.82 3.60 3.30 2.75 3.02 n--> 12 12 12 12 12 12 12 12 12 12 12 12 A!O.A 0able 5AJan Feb Mar Apr May Jun Jul Aug Sep Oc !"# $ec S"urce SS 9f MS F1 6.1516132.5464299.306452 11.84 11.1193510.323336.38064510.467747.21666714.0806513.796674.796875 5e(4een 768.985 11 69.90776 8.000536 1.8619 0.0000 Re@ec2 4.5064523.2821437.6516139.4333336.26451613.123339.7548395.74838712.3266711.593558.556667 4.31875 =i(1in 1153.4 132 8.7378853 5.0967746.5535714.91935510.7766710.27419 9.16 8.73225810.16774 10.67 9.448387 10.34 3.86875 To(al 1922.39 1434 0.309677 9.875 5.7677427.51666710.06452 1.92 8.8548396.483871 4.64 9.5806459.883333 9.25625 R:S> 40.0A ,""le9 S0$2. ? 2.95605 5.1290323.7928576.451613 9.8 10.516130.866667 10.8871 3.33871 9.383333 9.83871 15.446671.765625 2-i8ae- "f 6r"up Mean-6 3.2 3.57857110.080658.8166674.241935 7.45 9.7 6.8903237.0833335.90645213.083334.484375 7o$" 6onfiden'e @n(e*al 1 M@) Range M!87 0.5967740.571429 6 4.12333310.054847.8166673.5677425.39032310.3566711.1193515.073336.609375 Jan 4.00403 I 1.687954 95A 2.316 J 5.6928 7.5806454.0321434.74193510.73333 4.2 6.15 3.1483874.09677417.63333 13.9871 12.1 6.05625 Feb 4.62098 I 1.687954 95K 2.933 J 6.3099 4.8258065.68214311.59032 13.335 12.919355.9333334.61290311.735489.7833339.11290310.77586 12 Mar 7.36855 I 1.687954 95K 5.681 J 9.05710 4.0709686.53035711.290323.86666714.30645 3.4 8.1935484.503226 9.1 13.1871 11.36 10.28438 Apr 8.75625 I 1.687954 95K 7.068 J 10.44411 1.7096774.5535712.967742 5.95 5.2 5.2066676.1354848.83225813.983333.209677 9.7 4.659375 May 8.83871 I 1.687954 95K 7.151 J 10.52712 4.8709684.4535717.6548398.8833336.9032265.4333337.7096774.2580655.91666713.2516117.666674.028125 Jun 6.39861 I 1.687954 95K 4.711 J 8.087Jul 7.30645 I 1.687954 95K 5.618 J 8.994Aug 6.82608 I 1.687954 95K 5.138 J 8.514Sep 9.84111 I 1.687954 95K 8.153 J 11.529Oc 10.3597 I 1.687954 95K 8.672 J 12.048!"# 12.3152 I 1.687954 95K 10.627 J 14.003$ec 6.01068 I 1.687954 95K 4.323 J 7.699Fcriical p4#alueA B C D E F G H I J K L M N AB AC AD AE AF AG AH AI23456789101112131415161718192021222324A!O.A ,r"@ec< 0ileS0$2. 2.19 2.35 2.73 2.94 3.38 3.49 2.53 2.82 3.60 3.30 2.75 3.02 n--> 12 12 12 12 12 12 12 12 12 12 12 12 A!O.A 0able 5AJan Feb Mar Apr May Jun Jul Aug Sep Oc !"# $ec S"urce SS 9f MS F1 6.1516132.5464299.306452 11.84 11.1193510.323336.38064510.467747.21666714.0806513.796674.796875 5e(4een 768.985 11 69.90776 8.000536 1.8619 0.0000 Re@ec2 4.5064523.2821437.6516139.4333336.26451613.123339.7548395.74838712.3266711.593558.556667 4.31875 =i(1in 1153.4 132 8.7378853 5.0967746.5535714.91935510.7766710.27419 9.16 8.73225810.16774 10.67 9.448387 10.34 3.86875 To(al 1922.39 1434 0.309677 9.875 5.7677427.51666710.06452 1.92 8.8548396.483871 4.64 9.5806459.883333 9.25625 R:S> 40.0A ,""le9 S0$2. ? 2.95605 5.1290323.7928576.451613 9.8 10.516130.866667 10.8871 3.33871 9.383333 9.83871 15.446671.765625 2-i8ae- "f 6r"up Mean-6 3.2 3.57857110.080658.8166674.241935 7.45 9.7 6.8903237.0833335.90645213.083334.484375 7o$" 6onfiden'e @n(e*al 1 M@) Range M!87 0.5967740.571429 6 4.12333310.054847.8166673.5677425.39032310.3566711.1193515.073336.609375 Jan 4.00403 I 1.390917 95A 2.613 J 5.3958 7.5806454.0321434.74193510.73333 4.2 6.15 3.1483874.09677417.63333 13.9871 12.1 6.05625 Feb 4.62098 I 1.493251 95K 3.128 J 6.1149 4.8258065.68214311.59032 13.335 12.919355.9333334.61290311.735489.7833339.11290310.77586 12 Mar 7.36855 I 1.734938 95K 5.634 J 9.10310 4.0709686.53035711.290323.86666714.30645 3.4 8.1935484.503226 9.1 13.1871 11.36 10.28438 Apr 8.75625 I 1.865402 95K 6.891 J 10.62211 1.7096774.5535712.967742 5.95 5.2 5.2066676.1354848.83225813.983333.209677 9.7 4.659375 May 8.83871 I 2.149236 95K 6.689 J 10.98812 4.8709684.4535717.6548398.8833336.9032265.4333337.7096774.2580655.91666713.2516117.666674.028125 Jun 6.39861 I 2.214696 95K 4.184 J 8.613Jul 7.30645 I 1.610515 95K 5.696 J 8.917Aug 6.82608 I 1.791991 95K 5.034 J 8.618Sep 9.84111 I 2.288579 95K 7.553 J 12.130Oc 10.3597 I 2.095738 95K 8.264 J 12.455!"# 12.3152 I 1.744727 95K 10.570 J 14.060$ec 6.01068 I 1.916297 95K 4.094 J 7.927Fcriical p4#alueA B C D E F G H I J K L M N AA AB AC AD AE AF AG AH AI23456789101112131415161718192021222324Normal DistributionGraph LimitsTypeJan Feb Mar Apr May Jun Jul Aug Sep Oc-3 4.004 4.621 7.369 8.756 8.839 6.399 7.306 6.826 9.84110.3603 2.189 2.350 2.731 2.936 3.383 3.486 2.535 2.820 3.602 3.298Mar Apr May Junz x x x x x x1 -3 -2.5634 0 -2.43 0 -0.82 0 -0.05 0 -1.31 0 -4.06 0.0012 -2.85 -2.235 0 -2.08 0 -0.41 00.39 0 -0.8 0 -3.54 0.0023 -2.7 -1.9067 0 -1.72 0 0 00.83 0 -0.29 0 -3 0.0034 -2.55 -1.5783 0.01 -1.37 0.010.41 0.011.27 0.010.21 0 -2.49 0.0045 -2.4 -1.2499 0.01 -1 0.010.82 0.011.71 0.010.72 0.01 -2 0.0066 -2.25 -0.9215 0.01 -0.67 0.011.22 0.012.15 0.011.23 0.01 -1.44 0.0097 -2.1 -0.5932 0.02 -0.31 0.021.63 0.022.59 0.011.74 0.01 -0.92 0.0138 -1.95 -0.2648 0.030.04 0.032.04 0.023.03 0.022.24 0.02-0.4 0.0179 -1.8 0.0636 0.040.39 0.032.45 0.033.47 0.032.75 0.020.12 0.02310 -1.65 0.3919 0.050.74 0.042.86 0.043.91 0.033.26 0.030.65 0.029zminMean, zmaxSTDEV, f(x) f(x) f(x) f(x) f(x) f(x)-3 -1)4 0)2 1)8 3)4 5 6)6 8)2 9)8 11)4 13-6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 2200.050.10.150.20.25Normal (Gaussian) DistributionProbability DensityHighest RainfallLOWEST Rainfall11 -1.5 0.7203 0.06 1.1 0.063.27 0.054.35 0.043.76 0.041.17 0.03712 -1.35 1.0487 0.071.45 0.073.68 0.064.79 0.054.27 0.051.69 0.04613 -1.2 1.3771 0.09 1.8 0.084.09 0.075.23 0.074.78 0.062.22 0.05614 -1.05 1.7054 0.112.15 0.1 4.5 0.085.67 0.085.29 0.072.74 0.06615 -0.9 2.0338 0.122.51 0.114.91 0.16.11 0.095.79 0.083.26 0.07616 -0.75 2.3622 0.142.86 0.135.32 0.116.55 0.1 6.3 0.093.78 0.08617 -0.6 2.6905 0.153.21 0.145.73 0.126.99 0.116.81 0.14.31 0.09618 -0.45 3.0189 0.163.56 0.156.14 0.137.44 0.127.32 0.114.83 0.10319 -0.3 3.3473 0.173.92 0.166.55 0.147.88 0.137.82 0.115.35 0.10920 -0.15 3.6757 0.184.27 0.176.96 0.148.32 0.138.33 0.125.88 0.11321 -1E-015 4.004 0.184.62 0.177.37 0.158.76 0.148.84 0.12 6.4 0.11422 0.15 4.3324 0.184.97 0.177.78 0.14 9.2 0.139.35 0.126.92 0.11323 0.3 4.6608 0.175.33 0.168.19 0.149.64 0.139.85 0.117.44 0.10924 0.45 4.9891 0.165.68 0.15 8.6 0.1310.1 0.1210.4 0.117.97 0.10325 0.6 5.3175 0.156.03 0.149.01 0.1210.5 0.1110.9 0.18.49 0.09626 0.75 5.6459 0.146.38 0.139.42 0.11 11 0.111.4 0.099.01 0.08627 0.9 5.9743 0.126.74 0.119.83 0.111.4 0.0911.9 0.089.54 0.07628 1.05 6.3026 0.117.09 0.110.2 0.0811.8 0.0812.4 0.0710.1 0.06629 1.2 6.631 0.097.44 0.0810.6 0.0712.3 0.0712.9 0.0610.6 0.05630 1.35 6.9594 0.077.79 0.0711.1 0.0612.7 0.0513.4 0.0511.1 0.04631 1.5 7.2878 0.068.15 0.0611.5 0.0513.2 0.0413.9 0.0411.6 0.03732 1.65 7.6161 0.05 8.5 0.0411.9 0.0413.6 0.0314.4 0.0312.1 0.02933 1.8 7.9445 0.048.85 0.0312.3 0.03 14 0.0314.9 0.0212.7 0.02334 1.95 8.2729 0.03 9.2 0.0312.7 0.0214.5 0.0215.4 0.0213.2 0.01735 2.1 8.6012 0.029.56 0.0213.1 0.0214.9 0.0115.9 0.0113.7 0.01336 2.25 8.9296 0.019.91 0.0113.5 0.0115.4 0.0116.4 0.0114.2 0.00937 2.4 9.258 0.0110.3 0.0113.9 0.0115.8 0.01 17 0.0114.8 0.00638 2.55 9.5864 0.0110.6 0.0114.3 0.0116.2 0.0117.5 015.3 0.00439 2.7 9.9147 0 11 014.7 016.7 0 18 015.8 0.00340 2.85 10.243 011.3 015.2 017.1 018.5 016.3 0.00241 3 10.571 011.7 015.6 017.6 0 19 016.9 0.001Upper spec imi!s100 0100 0.0399Mean70 070 0.0399"#$er spec imi!s40 040 0.0399!"# $ec12.3156.0112.746 3.016Ju Au% &ep 'c! (#)x x x x x x-0.3 0 -1.64 0 -0.96478 0.00123 0.46 0.0013 4.0772 0.00161 -3.037430.082 0 -1.21 0 -0.42449 0.00191 1 0.0021 4.4891 0.0025 -2.585020.463 0 -0.79 00.11581 0.00289 1.45 0.0032 4.901 0.00379 -2.132620.843 0.01 -0.37 0.01 0.6561 0.00429 1.95 0.0047 5.3129 0.00563 -1.680211.223 0.010.06 0.01 1.1964 0.00622 2.44 0.0068 5.7248 0.00816 -1.227811.603 0.010.48 0.011.73669 0.00881 2.94 0.0096 6.1367 0.01156-0.77541.983 0.02 0.9 0.022.27699 0.01221 3.43 0.0133 6.5486 0.01602 -0.3232.364 0.021.33 0.022.81728 0.01655 3.93 0.0181 6.9605 0.02170.129412.744 0.031.75 0.033.35758 0.02192 4.42 0.02397.37241 0.028750.581813.124 0.042.17 0.043.89787 0.02839 4.92 0.0317.78431 0.037241.03422f(x) f(x) f(x) f(x) f(x)-6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 2200.050.10.150.20.25Normal (Gaussian) DistributionProbability DensityHighest Rainfall00.050.10.150.2Jan*r#+a+i
i!y ,ensi!y0an 1eb "ar 2pr "a$ 0un 0ul 2ug Sep 3ct 4o5 ec0)0002)0004)0006)0008)00010)00012)00014)000Rainfall 1997 to 20083.504 0.05 2.6 0.054.43817 0.03596 5.41 0.03938.19621 0.047171.486623.885 0.063.02 0.064.97846 0.04453 5.91 0.04868.60811 0.058411.939034.265 0.083.44 0.075.51875 0.05391 6.4 0.05899.02001 0.070722.391444.645 0.093.86 0.086.05905 0.06382 6.9 0.06979.43191 0.083722.843845.025 0.14.29 0.096.59934 0.07387 7.39 0.08079.84381 0.09693.296255.405 0.124.71 0.117.13964 0.0836 7.89 0.091310.2557 0.109663.748655.786 0.135.13 0.127.67993 0.09251 8.38 0.10110.6676 0.121354.201066.166 0.145.56 0.138.22023 0.10009 8.88 0.109311.0795 0.131294.653466.546 0.155.98 0.148.76052 0.10588 9.37 0.115611.4914 0.138895.105876.926 0.16 6.4 0.149.30082 0.10952 9.86 0.119611.9033 0.143665.558277.306 0.166.83 0.149.84111 0.11076 10 0.120912.3152 0.145286.010687.687 0.167.25 0.1410.3814 0.10952 11 0.119612.7271 0.143666.463088.067 0.157.67 0.1410.9217 0.10588 11 0.1156 13.139 0.138896.915498.447 0.14 8.1 0.13 11.462 0.10009 12 0.109313.5509 0.131297.367898.827 0.138.52 0.1212.0023 0.09251 12 0.10113.9628 0.12135 7.82039.208 0.128.94 0.1112.5426 0.0836 13 0.091314.3747 0.10966 8.27279.588 0.19.36 0.0913.0829 0.07387 13 0.080714.7866 0.09698.725119.968 0.099.79 0.0813.6232 0.06382 14 0.069715.1985 0.083729.1775110.35 0.0810.2 0.0714.1635 0.05391 14 0.058915.6104 0.070729.6299210.73 0.0610.6 0.0614.7038 0.04453 15 0.048616.0223 0.0584110.082311.11 0.0511.1 0.0515.2441 0.03596 15 0.039316.4342 0.0471710.534711.49 0.0411.5 0.0415.7844 0.02839 16 0.03116.8461 0.0372410.987111.87 0.0311.9 0.0316.3246 0.02192 16 0.0239 17.258 0.0287511.439512.25 0.0212.3 0.0216.8649 0.01655 17 0.018117.6699 0.021711.891912.63 0.0212.7 0.0217.4052 0.01221 17 0.013318.0818 0.0160212.344413 0.0113.2 0.0117.9455 0.00881 18 0.009618.4937 0.0115612.796813.39 0.0113.6 0.0118.4858 0.00622 18 0.006818.9056 0.0081613.249213.77 0.01 14 0.0119.0261 0.00429 19 0.004719.3175 0.0056313.701614.15 014.4 019.5664 0.00289 19 0.003219.7294 0.00379 14.15414.53 014.9 020.1067 0.00191 20 0.002120.1413 0.002514.606414.91 015.3 0 20.647 0.00123 20 0.001320.5532 0.0016115.0588Mean0 4.0 12.3150.2 4.0 12.315,ec0.001470.002280.003460.005120.007430.010520.014580.019760.026180.03391f(x)00.050.10.150.2Jan*r#+a+i
i!y ,ensi!y0an 1eb "ar 2pr "a$ 0un 0ul 2ug Sep 3ct 4o5 ec0)0002)0004)0006)0008)00010)00012)00014)000Rainfall 1997 to 20080.042940.053180.064380.076220.088220.099850.110480.119540.126450.130790.132270.130790.126450.119540.110480.099850.088220.076220.064380.053180.042940.033910.026180.019760.014580.010520.007430.005120.003460.002280.001472008 6oela(ed (o 2006 2002 19972007 6oela(ed (o 2006 20012006 6oela(ed (o 19982005 6oela(ed (o 19992004 6oela(ed (o 2003 19972003 6oela(ed (o 19972002 6oela(ed (o 1999 19972001 6oela(ed (o2000 6oela(ed (o1999 6oela(ed (o1998 6oela(ed (o25 20 15 10 5 0 -5999590807060504030201051RainfallPercent12)32 2)74612 0)253 0)66910)36 3)29812 0)420 0)2729)841 3)60212 0)240 0)7148)756 2)93612 0)274 0)5956)826 2)82012 0)430 0)2556)011 3)01612 0)644 0)0704)621 2)35012 0)333 0)4504)004 2)18912 0)429 0)2577)306 2)53512 0)307 0)5126)399 3)48612 0)144 0)9567)369 2)73112 0)238 0)7238)839 3)38312 0)411 0)287"eanSte5 4 2 P4o53ctSep2pr2ugec1eb0 an0 ul0 un"ar"a$"onthProailit! Plot of Rainfall4or%al - 956 7*"o #orrelations $et%een Months+ea 2008 2007 2006 2005 2004 2003 2002 2001 2000 19991 6.152 4.506 5.097 0.31 5.129 3.2 0.597 7.581 4.826 4.0712 2.546 3.282 6.554 9.875 3.793 3.579 0.571 4.032 5.682 6.533 9.306 7.652 4.919 5.768 6.452 10.08 6 4.742 11.59 11.294 11.84 9.433 10.78 7.517 9.8 8.817 4.123 10.73 13.34 3.8675 11.12 6.265 10.27 10.06 10.52 4.242 10.05 4.2 12.92 14.316 10.32 13.12 9.16 1.92 0.867 7.45 7.817 6.15 5.933 3.47 6.381 9.755 8.732 8.855 10.89 9.7 3.568 3.148 4.613 8.1948 10.47 5.748 10.17 6.484 3.339 6.89 5.39 4.097 11.74 4.5039 7.217 12.33 10.67 4.64 9.383 7.083 10.36 17.63 9.783 9.110 14.08 11.59 9.448 9.581 9.839 5.906 11.12 14 9.113 13.1911 13.8 8.557 10.34 9.883 15.45 13.08 15.07 12.1 10.78 11.3612 4.797 4.319 3.869 9.256 1.766 4.484 6.609 6.056 12 10.2825 20 15 10 5 0 -5999590807060504030201051RainfallPercent12)32 2)74612 0)253 0)66910)36 3)29812 0)420 0)2729)841 3)60212 0)240 0)7148)756 2)93612 0)274 0)5956)826 2)82012 0)430 0)2556)011 3)01612 0)644 0)0704)621 2)35012 0)333 0)4504)004 2)18912 0)429 0)2577)306 2)53512 0)307 0)5126)399 3)48612 0)144 0)9567)369 2)73112 0)238 0)7238)839 3)38312 0)411 0)287"eanSte5 4 2 P4o53ctSep2pr2ugec1eb0 an0 ul0 un"ar"a$"onthProailit! Plot of Rainfall4or%al - 956 7*"o #orrelations $et%een MonthsJan Feb Ma !"1998 1997 190.7 71.3 288.5 355.2 344.7 309.7 197.8 324.51.71 4.871 139.7 91.9 237.2 283 194.2 393.7 302.4 178.24.554 4.454 158 183.5 152.5 323.3 318.5 274.8 270.7 315.22.968 7.655 9.6 276.5 178.8 225.5 312 57.6 274.5 2015.95 8.883 159 106.2 200 294 326 26 337.5 103.55.2 6.903 99.2 100.2 312.5 264.5 131.5 223.5 300.7 213.65.207 5.433 18.5 16 186 123.7 311.7 234.5 110.6 167.16.135 7.71 235 112.9 147 322 130.2 184.5 97.6 1278.832 4.258 149.6 159.1 359.3 400.05 400.5 178 143 363.814 5.917 126.2 182.85 350 116 443.5 102 254 139.63.21 13.25 53 127.5 92 178.5 161.2 156.2 190.2 273.89.7 17.67 151 124.7 237.3 266.5 214 163 239 1324.659 4.028216.5 436.5 413.9 153.5369.8 359.4 256.7 138.2320.1 292.9 310.2 123.8139.2 297 296.5 296.2281.5 305 463.4 56.5212.5 183.1 392.5 143.5310.7 344.7 452.2 211.5529 433.6 363 193.8293.5 282.5 312.5 384273 408.8 340.8 329.1419.5 99.5 291 149.1177.5 410.8 530 128.9Ran9"8iBe9 ("8plee 'l"c* $e-ign MLSia Rainfall 1997 J2008S0$2.2.18912.35022.73062.93593.38273.48572.53482.8204 3.602 3.2985 2.746 3.016n? 12 12 12 12 12 12 12 12 12 12 12 12 12 Mean 4.004 4.621 7.36858.75638.83876.39867.30656.82619.8411 10.36 12.3156.0107 A!O.A 0able 5K+ea Jan Feb Mar Apr May Jun Jul Aug Sep Oc !"# $ec S0$2. n S"urce SS 9f MS F2008 6.15162.54649.3065 11.84 11.11910.3236.380610.4687.216714.08113.7974.79693.604 12 Tea(,en( 122.725 11 11.157 1.31 1.8686 0.2270 Faile9 " Re@ec2007 4.50653.28217.65169.43336.264513.1239.75485.748412.32711.5948.55674.31883.296 12 5lo'/ 768.985 1169.908 8.207 1.8686 0.0000 Re@ec2006 5.09686.55364.919410.77710.274 9.16 8.732310.168 10.67 9.4484 10.34 3.86882.521 12 Eo 1030.68 121 8.5182005 0.3097 9.875 5.76777.516710.065 1.92 8.85486.4839 4.64 9.58069.88339.25633.294 12 To(al 1922.39 143 R4-C ? 46.4A ,""le9 S 2.919Fcriical p4#alueA B C D E F G H I J K L M AA ABAO AP AQ AR AS AT AU A A!12345678924/ay A!O.A Po(a(oe2 M Pe22 (1e G b$((on (o 2ee o4 ,ean2.S'oll do4n fo 'ol$,n and 'ell ,ean2.$F 2.000 2.000 2.000S0$2. 5.292 3.000 6.557 0&i- e8plae can be u-e9 "nly if &ere are an eCual nu8ber "f replicai"n- in eac& cell.2A 2' 2(010 13 10 15 95K 11 4 2 A!O.A 0able 5K3 7 7 S"urce SS 9f MS FRo4600.8889 1 600.88920.6412214 4.7472253 0.001 Re@ec6ol$,n 44.44444 2 22.22220.76335878 3.8852938 0.487 Faile9 " Re@ec@n(ea'(ion 16.44444 2 8.222220.28244275 3.8852938 0.759 Faile9 " Re@ecEo 349.3333 12 29.1111To(al 1011.111 17 R4SC ? 65A ,""le9 S0$2.5.3952-i8ae- "f 6r"up Mean- 010Fcriical p4#alue2&2$2#2&2$2#T10 T10 T10 T1' T1' T1'0(00020(000)0(000'0(00080(000100(000120(0001)0(0000e- f"r 2Cual .ariance 4 95A '"nferr"ni (3 f"r S0$2.- A B C D E F GM N O P Q R S T U1234567891011121314Mean .ariance 10A 5A 1A 0.50A11 11 1.2222 0.7760 2.226932.817934.462445.31967F $i-ribui"ndf1df2:140ail; F4(riical0 1 2 3 4 5 600.10.20.30.40.50.60.70.80.9,$F "f F $i-ribui"nFf(F)F 2.707":*al$e 0.0567 91:Tailed Ri%1(;":*al$e 0.9433 91:Tailed Bef(;":*al$e 0.1133 92:Tailed;Normal DistributionGraph LimitsTypeJan Feb Mar Apr May Jun Jul Aug-3 4.004 4.621 7.369 8.756 8.839 6.399 7.306 6.8263 2.189 2.350 2.731 2.936 3.383 3.486 2.535 2.820z Month x1 -3 Jan -2.560.002024462 -2.85 Jan -2.240.003139473 -2.7 Jan -1.910.004760274 -2.55 Jan -1.580.007057255 -2.4 Jan -1.25 0.01022986 -2.25 Jan -0.920.014498657 -2.1 Jan -0.590.020091678 -1.95 Jan -0.260.027222819 -1.8 Jan 0.06 0.0360643610 -1.65 Jan 0.39 0.0467145311 -1.5 Jan 0.72 0.0591635212 -1.35 Jan 1.05 0.0732629613 -1.2 Jan 1.38 0.0887040214 -1.05 Jan 1.71 0.1050099615 -0.9 Jan 2.03 0.1215475116 -0.75 Jan 2.36 0.1375593117 -0.6 Jan 2.69 0.1522167118 -0.45 Jan 3.02 0.1646884zminMean, zmaxStanar De!iation, f(x)-3 -1)4 0)2 1)8 3)4 5 6)6 8)2 9)8 11)4 13-6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 2200.020.040.060.080.10.120.140.160.180.2Normal (Gaussian) Distribution "or t#e abo!e DataProbability Density*2(+', *0(+', 1(),7 ,(),7 +(),7 7(),7 9(),7 11(),7 1,(),7 1+(),7 17(),7 19(),7 21(),7-an .e Mar &/r Ma! -0n -0l &0g Se/ Oct "o1 2ec00(020(0)0(0'0(080(10(120(1)0(1'0(180(219 -0.3 Jan 3.35 0.1742176220 -0.15 Jan 3.68 0.1801978121 -1E-015 Jan 4 0.1822364822 0.15 Jan 4.33 0.1801978123 0.3 Jan 4.66 0.1742176224 0.45 Jan 4.99 0.164688425 0.6 Jan 5.32 0.1522167126 0.75 Jan 5.65 0.1375593127 0.9 Jan 5.97 0.1215475128 1.05 Jan 6.3 0.1050099629 1.2 Jan 6.63 0.0887040230 1.35 Jan 6.96 0.0732629631 1.5 Jan 7.29 0.0591635232 1.65 Jan 7.62 0.0467145333 1.8 Jan 7.94 0.0360643634 1.95 Jan 8.27 0.0272228135 2.1 Jan 8.6 0.0200916736 2.25 Jan 8.93 0.0144986537 2.4 Jan 9.26 0.0102298 z Month x38 2.55 Jan 9.59 0.00705725 -3 Jan -3 -3 0 0.0439 2.7 Jan 9.91 0.00476027 -1.8 -1 0 0.04 0.0940 2.85 Jan 10.2 0.00313947 -1.2 1 1 0.09 0.1541 3 Jan 10.6 0.00202446 -0.6 3 3 0.15 0.18-3 -e+ -2.430.00188573 0 5 4 0.18 0.15-2.85 -e+ -2.080.00292432 0.6 7 5 0.15 0.09-2.7 -e+ -1.720.00443405 1.2 9 7 0.09 0.04-2.55 -e+ -1.370.00657361 1.8 11 8 0.04 0.01-2.4 -e+ -1 0.00952875 2.4 13 9 0.01 0-2.25 -e+ -0.670.01350504 3 15 11 0 0-2.1 -e+ -0.310.01871477 17-1.95 -e+ 0.04 0.02535721 19-1.8 -e+ 0.39 0.03359284 21-1.65 -e+ 0.74 0.04351314-1.5 -e+ 1.1 0.055109 -3 -e+ -2 0 0.03-1.35 -e+ 1.45 0.06824219 -1.8 0 0.03 0.08-1.2 -e+ 1.8 0.08262506 -1.2 2 0.08 0.14-1.05 -e+ 2.15 0.09781354 -0.6 3 0.14 0.17-0.9 -e+ 2.51 0.11321776 0 5 0.17 0.14-0.75 -e+ 2.86 0.12813226 0.6 6 0.14 0.08-0.6 -e+ 3.21 0.14178517 1.2 7 0.08 0.03-0.45 -e+ 3.56 0.15340217 1.8 9 0.03 0.01-0.3 -e+ 3.92 0.16227834 2.4 10 0.01 0-0.15 -e+ 4.27 0.16784871 3 12 0 0-1E-015 -e+ 4.62 0.169747670.15 -e+ 4.97 0.16784871 -3 Mar -1 0 0.030.3 -e+ 5.33 0.16227834 -1.8 2 0.03 0.070.45 -e+ 5.68 0.15340217 -1.2 4 0.07 0.120.6 -e+ 6.03 0.14178517 -0.6 6 0.12 0.150.75 -e+ 6.38 0.12813226 0 7 0.15 0.120.9 -e+ 6.74 0.11321776 0.6 9 0.12 0.071.05 -e+ 7.09 0.09781354 1.2 11 0.07 0.03f(x)*2(+', *0(+', 1(),7 ,(),7 +(),7 7(),7 9(),7 11(),7 1,(),7 1+(),7 17(),7 19(),7 21(),7-an .e Mar &/r Ma! -0n -0l &0g Se/ Oct "o1 2ec00(020(0)0(0'0(080(10(120(1)0(1'0(180(21.2 -e+ 7.44 0.08262506 1.8 12 0.03 0.011.35 -e+ 7.79 0.06824219 2.4 14 0.01 01.5 -e+ 8.15 0.055109 3 16 0 01.65 -e+ 8.5 0.043513141.8 -e+ 8.85 0.03359284 -3 Apr 0 0 0.031.95 -e+ 9.2 0.02535721 -1.8 3 0.03 0.072.1 -e+ 9.56 0.01871477 -1.2 5 0.07 0.112.25 -e+ 9.91 0.01350504 -0.6 7 0.11 0.142.4 -e+ 10.3 0.00952875 0 9 0.14 0.112.55 -e+ 10.6 0.00657361 0.6 11 0.11 0.072.7 -e+ 11 0.00443405 1.2 12 0.07 0.032.85 -e+ 11.3 0.00292432 1.8 14 0.03 0.013 -e+ 11.7 0.00188573 2.4 16 0.01 0-3 Mar -0.820.00162303 3 18 0 0-2.85 Mar -0.410.00251695-2.7 Mar 0 0.00381636 -3 May -1 0 0.02-2.55 Mar 0.41 0.00565787 -1.8 3 0.02 0.06-2.4 Mar 0.82 0.00820133 -1.2 5 0.06 0.1-2.25 Mar 1.22 0.01162371 -0.6 7 0.1 0.12-2.1 Mar 1.63 0.01610769 0 9 0.12 0.1-1.95 Mar 2.04 0.02182479 0.6 11 0.1 0.06-1.8 Mar 2.45 0.02891315 1.2 13 0.06 0.02-1.65 Mar 2.86 0.0374515 1.8 15 0.02 0.01-1.5 Mar 3.27 0.04743198 2.4 17 0.01 0-1.35 Mar 3.68 0.05873564 3 19 0 0-1.2 Mar 4.09 0.07111488-1.05 Mar 4.5 0.08418752 -3 Jun -4 0 0.02-0.9 Mar 4.91 0.09744583 -1.8 0 0.02 0.06-0.75 Mar 5.32 0.11028265 -1.2 2 0.06 0.1-0.6 Mar 5.73 0.12203363 -0.6 4 0.1 0.11-0.45 Mar 6.14 0.13203231 0 6 0.11 0.1-0.3 Mar 6.55 0.13967197 0.6 8 0.1 0.06-0.15 Mar 6.96 0.14446635 1.2 11 0.06 0.02-1E-015 Mar 7.37 0.14610078 1.8 13 0.02 0.010.15 Mar 7.78 0.14446635 2.4 15 0.01 00.3 Mar 8.19 0.13967197 3 17 0 00.45 Mar 8.6 0.132032310.6 Mar 9.01 0.12203363 -3 Ju 0 0 0.030.75 Mar 9.42 0.11028265 -1.8 3 0.03 0.080.9 Mar 9.83 0.09744583 -1.2 4 0.08 0.131.05 Mar 10.2 0.08418752 -0.6 6 0.13 0.161.2 Mar 10.6 0.07111488 0 7 0.16 0.131.35 Mar 11.1 0.05873564 0.6 9 0.13 0.081.5 Mar 11.5 0.04743198 1.2 10 0.08 0.031.65 Mar 11.9 0.0374515 1.8 12 0.03 0.011.8 Mar 12.3 0.02891315 2.4 13 0.01 01.95 Mar 12.7 0.02182479 3 15 0 02.1 Mar 13.1 0.016107692.25 Mar 13.5 0.01162371 -3 Au% -2 0 0.032.4 Mar 13.9 0.00820133 -1.8 2 0.03 0.072.55 Mar 14.3 0.00565787 -1.2 3 0.07 0.122.7 Mar 14.7 0.00381636 -0.6 5 0.12 0.142.85 Mar 15.2 0.00251695 0 7 0.14 0.123 Mar 15.6 0.00162303 0.6 9 0.12 0.07-3 Apr -0.050.00150952 1.2 10 0.07 0.03-2.85 Apr 0.39 0.00234092 1.8 12 0.03 0.01-2.7 Apr 0.83 0.00354945 2.4 14 0.01 0-2.55 Apr 1.27 0.00526216 3 15 0 0-2.4 Apr 1.71 0.00762774-2.25 Apr 2.15 0.01081076 -3 &ep -1 0 0.02-2.1 Apr 2.59 0.01498114 -1.8 3 0.02 0.05-1.95 Apr 3.03 0.0202984 -1.2 6 0.05 0.09-1.8 Apr 3.47 0.02689101 -0.6 8 0.09 0.11-1.65 Apr 3.91 0.03483219 0 10 0.11 0.09-1.5 Apr 4.35 0.04411466 0.6 12 0.09 0.05-1.35 Apr 4.79 0.05462775 1.2 14 0.05 0.02-1.2 Apr 5.23 0.06614121 1.8 16 0.02 0.01-1.05 Apr 5.67 0.07829957 2.4 18 0.01 0-0.9 Apr 6.11 0.09063062 3 21 0 0-0.75 Apr 6.55 0.10256965-0.6 Apr 6.99 0.11349878 -3 'c! 0 0 0.02-0.45 Apr 7.44 0.12279816 -1.8 4 0.02 0.06-0.3 Apr 7.88 0.12990353 -1.2 6 0.06 0.1-0.15 Apr 8.32 0.13436259 -0.6 8 0.1 0.12-1E-015 Apr 8.76 0.13588271 0 10 0.12 0.10.15 Apr 9.2 0.13436259 0.6 12 0.1 0.060.3 Apr 9.64 0.12990353 1.2 14 0.06 0.020.45 Apr 10.1 0.12279816 1.8 16 0.02 0.010.6 Apr 10.5 0.11349878 2.4 18 0.01 00.75 Apr 11 0.10256965 3 20 0 00.9 Apr 11.4 0.090630621.05 Apr 11.8 0.07829957 -3 (#) 4 0 0.031.2 Apr 12.3 0.06614121 -1.8 7 0.03 0.071.35 Apr 12.7 0.05462775 -1.2 9 0.07 0.121.5 Apr 13.2 0.04411466 -0.6 11 0.12 0.151.65 Apr 13.6 0.03483219 0 12 0.15 0.121.8 Apr 14 0.02689101 0.6 14 0.12 0.071.95 Apr 14.5 0.0202984 1.2 16 0.07 0.032.1 Apr 14.9 0.01498114 1.8 17 0.03 0.012.25 Apr 15.4 0.01081076 2.4 19 0.01 02.4 Apr 15.8 0.00762774 3 21 0 02.55 Apr 16.2 0.005262162.7 Apr 16.7 0.00354945 -3 ,ec -3 0 0.032.85 Apr 17.1 0.00234092 -1.8 1 0.03 0.063 Apr 17.6 0.00150952 -1.2 2 0.06 0.11-3 May -1.310.00131017 -0.6 4 0.11 0.13-2.85 May -0.8 0.00203177 0 6 0.13 0.11-2.7 May -0.29 0.0030807 0.6 8 0.11 0.06-2.55 May 0.21 0.00456723 1.2 10 0.06 0.03-2.4 May 0.72 0.0066204 1.8 11 0.03 0.01-2.25 May 1.23 0.00938306 2.4 13 0.01 0-2.1 May 1.74 0.01300269 3 15 0 0-1.95 May 2.24 0.01761773-1.8 May 2.75 0.0233397-1.65 May 3.26 0.03023215-1.5 May 3.76 0.03828874-1.35 May 4.27 0.04741345-1.2 May 4.78 0.05740641-1.05 May 5.29 0.06795909-0.9 May 5.79 0.07866167-0.75 May 6.3 0.089024-0.6 May 6.81 0.09850979-0.45 May 7.32 0.10658108-0.3 May 7.82 0.11274808-0.15 May 8.33 0.11661827-1E-015 May 8.84 0.117937640.15 May 9.35 0.116618270.3 May 9.85 0.112748080.45 May 10.4 0.106581080.6 May 10.9 0.098509790.75 May 11.4 0.0890240.9 May 11.9 0.078661671.05 May 12.4 0.067959091.2 May 12.9 0.057406411.35 May 13.4 0.047413451.5 May 13.9 0.038288741.65 May 14.4 0.030232151.8 May 14.9 0.02333971.95 May 15.4 0.017617732.1 May 15.9 0.013002692.25 May 16.4 0.009383062.4 May 17 0.00662042.55 May 17.5 0.004567232.7 May 18 0.00308072.85 May 18.5 0.002031773 May 19 0.00131017-3 Jun -4.060.00127144-2.85 Jun -3.540.00197171-2.7 Jun -3 0.00298964-2.55 Jun -2.490.00443223-2.4 Jun -2 0.00642472-2.25 Jun -1.440.00910572-2.1 Jun -0.920.01261836-1.95 Jun -0.4 0.017097-1.8 Jun 0.12 0.02264985-1.65 Jun 0.65 0.02933858-1.5 Jun 1.17 0.03715704-1.35 Jun 1.69 0.04601204-1.2 Jun 2.22 0.05570964-1.05 Jun 2.74 0.06595042-0.9 Jun 3.26 0.07633665-0.75 Jun 3.78 0.0863927-0.6 Jun 4.31 0.09559812-0.45 Jun 4.83 0.10343084-0.3 Jun 5.35 0.10941557-0.15 Jun 5.88 0.11317137-1E-015 Jun 6.4 0.114451730.15 Jun 6.92 0.113171370.3 Jun 7.44 0.109415570.45 Jun 7.97 0.103430840.6 Jun 8.49 0.095598120.75 Jun 9.01 0.08639270.9 Jun 9.54 0.076336651.05 Jun 10.1 0.065950421.2 Jun 10.6 0.055709641.35 Jun 11.1 0.046012041.5 Jun 11.6 0.037157041.65 Jun 12.1 0.029338581.8 Jun 12.7 0.022649851.95 Jun 13.2 0.0170972.1 Jun 13.7 0.012618362.25 Jun 14.2 0.009105722.4 Jun 14.8 0.006424722.55 Jun 15.3 0.004432232.7 Jun 15.8 0.002989642.85 Jun 16.3 0.001971713 Jun 16.9 0.00127144-3 Ju -0.3 0.00174842-2.85 Ju 0.08 0.0027114-2.7 Ju 0.46 0.0041112-2.55 Ju 0.84 0.00609497-2.4 Ju 1.22 0.00883494-2.25 Ju 1.6 0.01252171-2.1 Ju 1.98 0.01735211-1.95 Ju 2.36 0.0235109-1.8 Ju 2.74 0.03114689-1.65 Ju 3.12 0.04034487-1.5 Ju 3.5 0.05109641-1.35 Ju 3.88 0.06327335-1.2 Ju 4.26 0.07660898-1.05 Ju 4.64 0.09069156-0.9 Ju 5.03 0.10497416-0.75 Ju 5.41 0.11880272-0.6 Ju 5.79 0.13146153-0.45 Ju 6.17 0.14223267-0.3 Ju 6.55 0.15046256-0.15 Ju 6.93 0.15562733-1E-015 Ju 7.31 0.157388030.15 Ju 7.69 0.155627330.3 Ju 8.07 0.150462560.45 Ju 8.45 0.142232670.6 Ju 8.83 0.131461530.75 Ju 9.21 0.118802720.9 Ju 9.59 0.104974161.05 Ju 9.97 0.090691561.2 Ju 10.3 0.076608981.35 Ju 10.7 0.063273351.5 Ju 11.1 0.051096411.65 Ju 11.5 0.040344871.8 Ju 11.9 0.031146891.95 Ju 12.2 0.02351092.1 Ju 12.6 0.017352112.25 Ju 13 0.012521712.4 Ju 13.4 0.008834942.55 Ju 13.8 0.006094972.7 Ju 14.2 0.00411122.85 Ju 14.5 0.00271143 Ju 14.9 0.00174842-3 Au% -1.640.00157136-2.85 Au% -1.210.00243681-2.7 Au% -0.790.00369485-2.55 Au% -0.370.00547773-2.4 Au% 0.06 0.00794022-2.25 Au% 0.48 0.01125363-2.1 Au% 0.9 0.01559486-1.95 Au% 1.33 0.02112994-1.8 Au% 1.75 0.02799263-1.65 Au% 2.17 0.03625913-1.5 Au% 2.6 0.04592185-1.35 Au% 3.02 0.05686563-1.2 Au% 3.44 0.06885075-1.05 Au% 3.86 0.08150718-0.9 Au% 4.29 0.09434338-0.75 Au% 4.71 0.10677151-0.6 Au% 5.13 0.11814836-0.45 Au% 5.56 0.1278287-0.3 Au% 5.98 0.13522514-0.15 Au% 6.4 0.13986688-1E-015 Au% 6.83 0.141449270.15 Au% 7.25 0.139866880.3 Au% 7.67 0.135225140.45 Au% 8.1 0.12782870.6 Au% 8.52 0.118148360.75 Au% 8.94 0.106771510.9 Au% 9.36 0.094343381.05 Au% 9.79 0.081507181.2 Au% 10.2 0.068850751.35 Au% 10.6 0.056865631.5 Au% 11.1 0.045921851.65 Au% 11.5 0.036259131.8 Au% 11.9 0.027992631.95 Au% 12.3 0.021129942.1 Au% 12.7 0.015594862.25 Au% 13.2 0.011253632.4 Au% 13.6 0.007940222.55 Au% 14 0.005477732.7 Au% 14.4 0.003694852.85 Au% 14.9 0.002436813 Au% 15.3 0.00157136-3 &ep -1 0.0012304-2.85 &ep -0.420.00190806-2.7 &ep 0.12 0.00289313-2.55 &ep 0.66 0.00428915-2.4 &ep 1.2 0.00621731-2.25 &ep 1.74 0.00881176-2.1 &ep 2.28 0.012211-1.95 &ep 2.82 0.01654506-1.8 &ep 3.36 0.02191864-1.65 &ep 3.9 0.02839143-1.5 &ep 4.44 0.03595749-1.35 &ep 4.98 0.04452663-1.2 &ep 5.52 0.05391116-1.05 &ep 6.06 0.06382133-0.9 &ep 6.6 0.07387227-0.75 &ep 7.14 0.08360368-0.6 &ep 7.68 0.09251192-0.45 &ep 8.22 0.10009177-0.3 &ep 8.76 0.1058833-0.15 &ep 9.3 0.10951785-1E-015 &ep 9.84 0.110756880.15 &ep 10.4 0.109517850.3 &ep 10.9 0.10588330.45 &ep 11.5 0.100091770.6 &ep 12 0.092511920.75 &ep 12.5 0.083603680.9 &ep 13.1 0.073872271.05 &ep 13.6 0.063821331.2 &ep 14.2 0.053911161.35 &ep 14.7 0.044526631.5 &ep 15.2 0.035957491.65 &ep 15.8 0.028391431.8 &ep 16.3 0.021918641.95 &ep 16.9 0.016545062.1 &ep 17.4 0.0122112.25 &ep 17.9 0.008811762.4 &ep 18.5 0.006217312.55 &ep 19 0.004289152.7 &ep 19.6 0.002893132.85 &ep 20.1 0.001908063 &ep 20.6 0.0012304-3 'c! 0.46 0.00134361-2.85 'c! 0.96 0.00208363-2.7 'c! 1.45 0.00315934-2.55 'c! 1.95 0.00468381-2.4 'c! 2.44 0.0067894-2.25 'c! 2.94 0.00962258-2.1 'c! 3.43 0.01333461-1.95 'c! 3.93 0.01806746-1.8 'c! 4.42 0.0239355-1.65 'c! 4.92 0.03100389-1.5 'c! 5.41 0.03926615-1.35 'c! 5.91 0.04862378-1.2 'c! 6.4 0.05887183-1.05 'c! 6.9 0.06969389-0.9 'c! 7.39 0.08066967-0.75 'c! 7.89 0.09129652-0.6 'c! 8.38 0.10102446-0.45 'c! 8.88 0.10930178-0.3 'c! 9.37 0.11562622-0.15 'c! 9.86 0.1195952-1E-015 'c! 10.4 0.120948240.15 'c! 10.9 0.11959520.3 'c! 11.3 0.115626220.45 'c! 11.8 0.109301780.6 'c! 12.3 0.101024460.75 'c! 12.8 0.091296520.9 'c! 13.3 0.080669671.05 'c! 13.8 0.069693891.2 'c! 14.3 0.058871831.35 'c! 14.8 0.048623781.5 'c! 15.3 0.039266151.65 'c! 15.8 0.031003891.8 'c! 16.3 0.02393551.95 'c! 16.8 0.018067462.1 'c! 17.3 0.013334612.25 'c! 17.8 0.009622582.4 'c! 18.3 0.00678942.55 'c! 18.8 0.004683812.7 'c! 19.3 0.003159342.85 'c! 19.8 0.002083633 'c! 20.3 0.00134361-3 (#) 4.08 0.00161393-2.85 (#) 4.49 0.00250283-2.7 (#) 4.9 0.00379495-2.55 (#) 5.31 0.00562612-2.4 (#) 5.72 0.00815532-2.25 (#) 6.14 0.01155849-2.1 (#) 6.55 0.01601731-1.95 (#) 6.96 0.02170234-1.8 (#) 7.37 0.02875094-1.65 (#) 7.78 0.03724137-1.5 (#) 8.2 0.04716586-1.35 (#) 8.61 0.0584061-1.2 (#) 9.02 0.07071589-1.05 (#) 9.43 0.08371518-0.9 (#) 9.84 0.09689911-0.75 (#) 10.3 0.10966391-0.6 (#) 10.7 0.12134895-0.45 (#) 11.1 0.13129153-0.3 (#) 11.5 0.13888834-0.15 (#) 11.9 0.14365582-1E-015 (#) 12.3 0.145281070.15 (#) 12.7 0.143655820.3 (#) 13.1 0.138888340.45 (#) 13.6 0.131291530.6 (#) 14 0.121348950.75 (#) 14.4 0.109663910.9 (#) 14.8 0.096899111.05 (#) 15.2 0.083715181.2 (#) 15.6 0.070715891.35 (#) 16 0.05840611.5 (#) 16.4 0.047165861.65 (#) 16.8 0.037241371.8 (#) 17.3 0.028750941.95 (#) 17.7 0.021702342.1 (#) 18.1 0.016017312.25 (#) 18.5 0.011558492.4 (#) 18.9 0.008155322.55 (#) 19.3 0.005626122.7 (#) 19.7 0.003794952.85 (#) 20.1 0.002502833 (#) 20.6 0.00161393-3 ,ec -3 0.00146943-2.85 ,ec -2.590.00227874-2.7 ,ec -2.130.00345518-2.55 ,ec -1.68 0.0051224-2.4 ,ec -1.230.00742516-2.25 ,ec -0.780.01052364-2.1 ,ec -0.320.01458325-1.95 ,ec 0.13 0.01975929-1.8 ,ec 0.58 0.02617681-1.65 ,ec 1.03 0.03390708-1.5 ,ec 1.49 0.04294301-1.35 ,ec 1.94 0.05317688-1.2 ,ec 2.39 0.06438455-1.05 ,ec 2.84 0.07621999-0.9 ,ec 3.3 0.08822354-0.75 ,ec 3.75 0.09984548-0.6 ,ec 4.2 0.11048434-0.45 ,ec 4.65 0.11953674-0.3 ,ec 5.11 0.12645339-0.15 ,ec 5.56 0.13079403-1E-015 ,ec 6.01 0.132273770.15 ,ec 6.46 0.130794030.3 ,ec 6.92 0.126453390.45 ,ec 7.37 0.119536740.6 ,ec 7.82 0.110484340.75 ,ec 8.27 0.099845480.9 ,ec 8.73 0.088223541.05 ,ec 9.18 0.076219991.2 ,ec 9.63 0.064384551.35 ,ec 10.1 0.053176881.5 ,ec 10.5 0.042943011.65 ,ec 11 0.033907081.8 ,ec 11.4 0.026176811.95 ,ec 11.9 0.019759292.1 ,ec 12.3 0.014583252.25 ,ec 12.8 0.010523642.4 ,ec 13.2 0.007425162.55 ,ec 13.7 0.00512242.7 ,ec 14.2 0.003455182.85 ,ec 14.6 0.002278743 ,ec 15.1 0.00146943Sep Oc !"# $ec9.84110.36012.3156.0113.602 3.298 2.746 3.016Mean70 070 0.03989"#$er spec imi!s40 040 0.03989-6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 2200.020.040.060.080.10.120.140.160.180.2Normal (Gaussian) Distribution "or t#e abo!e DataProbability Density*2(+', *0(+', 1(),7 ,(),7 +(),7 7(),7 9(),7 11(),7 1,(),7 1+(),7 17(),7 19(),7 21(),7-an .e Mar &/r Ma! -0n -0l &0g Se/ Oct "o1 2ec00(020(0)0(0'0(080(10(120(1)0(1'0(180(2*2(+', *0(+', 1(),7 ,(),7 +(),7 7(),7 9(),7 11(),7 1,(),7 1+(),7 17(),7 19(),7 21(),7-an .e Mar &/r Ma! -0n -0l &0g Se/ Oct "o1 2ec00(020(0)0(0'0(080(10(120(1)0(1'0(180(2-6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 2200.020.040.060.080.10.120.140.160.180.2Normal (Gaussian) Distribution "or t#e abo!e DataProbability Density*2(+', *0(+', 1(),7 ,(),7 +(),7 7(),7 9(),7 11(),7 1,(),7 1+(),7 17(),7 19(),7 21(),7-an .e Mar &/r Ma! -0n -0l &0g Se/ Oct "o1 2ec00(020(0)0(0'0(080(10(120(1)0(1'0(180(2*2(+', *0(+', 1(),7 ,(),7 +(),7 7(),7 9(),7 11(),7 1,(),7 1+(),7 17(),7 19(),7 21(),7-an .e Mar &/r Ma! -0n -0l &0g Se/ Oct "o1 2ec00(020(0)0(0'0(080(10(120(1)0(1'0(180(2