Figure 5 Illustration of Covariance Function and Correlation for a Very Congested Two-Link Example: Day 7,,,,,,,,, 5A: LINK 1,,,,,,,,, "Time, t (seconds)",In (travel time),,,,,,,, ,lnY,g,,,,,,, 102,6.21,6.25,,,,,,, 109,6.12,6.25,,,,,,, 137,6.27,6.26,,,,,,, 204,6.36,6.26,,,,,,, 205,6.44,6.26,,,,,,, 214,6.27,6.26,,,,,,, 227,6.46,6.27,,,,,,, 233,6.27,6.27,,,,,,, 259,6.48,6.29,,,,,,, 271,6.46,6.30,,,,,,, 327,6.43,6.33,,,,,,, 362,6.42,6.37,,,,,,, 379,6.40,6.40 401,6.38,6.43 403,6.50,6.43 419,6.39,6.44 430,6.46,6.44 516,6.61,6.49 519,6.60,6.50 522,6.45,6.50 549,6.59,6.52 572,6.61,6.54 582,6.68,6.55 606,6.70,6.56 625,6.59,6.58 634,6.59,6.58 641,6.43,6.59 669,6.64,6.61 730,6.90,6.66 751,6.71,6.68 772,6.90,6.71 773,6.74,6.71 814,6.79,6.75 821,6.73,6.76 850,6.87,6.77 855,6.69,6.77 881,6.93,6.77 906,6.92,6.78 910,7.00,6.78 913,6.81,6.78 915,6.68,6.78 974,6.94,6.78 994,6.65,6.78 "1,012",7.01,6.79 "1,036",6.67,6.79 "1,038",6.67,6.79 "1,040",6.70,6.79 "1,042",6.70,6.79 "1,101",6.68,6.77 "1,166",6.65,6.74 "1,185",6.65,6.73 "1,198",6.77,6.72 "1,237",6.66,6.70 "1,332",6.61,6.59 "1,396",6.58,6.48 "1,978",5.51,6.28 "2,033",6.77,6.34 "2,058",6.55,6.36 "2,066",6.39,6.37 "2,286",6.48,6.50 "2,296",6.47,6.50 "2,335",6.47,6.49 "2,340",6.46,6.49 "2,346",6.46,6.49 "2,355",6.46,6.49 "2,552",6.31,6.31 "2,805",5.70,6.14 "3,122",6.69,6.31 "3,136",6.58,6.32 "3,212",5.56,6.34 "3,274",6.32,6.35 "3,326",6.73,6.36 "3,411",6.27,6.33 "3,520",6.17,6.27 "3,888",6.36,6.13 "3,959",5.46,6.11 "3,972",6.35,6.10 "4,028",6.18,6.07 "4,038",5.97,6.07 "4,081",5.95,6.07 "4,086",6.26,6.07 "4,185",6.02,6.03 "4,207",6.09,6.02 "4,243",5.95,6.01 "4,275",6.04,5.99 "4,281",6.04,5.99 "4,301",5.92,5.98 "4,309",6.12,5.97 "4,316",6.00,5.97 "4,318",5.43,5.97 "4,467",5.72,5.93 "4,486",5.97,5.94 "4,510",6.07,5.94 "4,517",6.08,5.94 "4,527",5.88,5.95 "4,557",5.89,5.96 "4,563",5.91,5.96 "4,566",6.10,5.96 "4,673",5.67,5.96 "4,897",5.94,5.95 "4,932",5.99,5.95 "4,938",6.03,5.96 "5,006",5.87,5.96 "5,243",6.03,5.97 "5,272",5.95,5.95 "5,403",5.83,5.86 "5,410",5.83,5.85 "5,642",4.92,5.40 "5,751",4.74,5.24 "5,833",5.38,5.23 "5,851",5.05,5.23 "5,924",4.94,5.20 "5,929",5.59,5.20 "5,950",5.64,5.19 "5,982",5.50,5.18 "5,984",5.57,5.18 "6,048",5.02,5.16 "6,074",5.38,5.16 "6,142",5.20,5.13 "6,174",5.16,5.10 "6,201",5.09,5.06 "6,202",4.95,5.06 "6,212",5.04,5.04 "6,214",5.10,5.04 "6,220",5.11,5.03 "6,244",5.04,5.00 "6,251",5.03,4.99 "6,255",5.20,4.99 "6,294",5.21,4.94 "6,317",4.84,4.92 "6,438",4.76,4.88 "6,482",4.89,4.85 "6,526",4.88,4.82 "6,558",4.82,4.79 "6,565",4.86,4.79 "6,566",4.93,4.79 "6,603",4.89,4.74 "6,626",4.88,4.72 "6,653",4.66,4.70 "6,664",4.76,4.70 "6,671",4.65,4.70 "6,726",4.80,4.70 "6,742",4.65,4.69 "6,795",4.66,4.71 "6,879",4.50,4.75 "6,916",4.50,4.72 "6,920",4.43,4.72 5B: LINK 2,, "Time, t (seconds)",In (travel time), ,lnY,g 102,6.71,6.69 109,6.72,6.68 137,6.68,6.68 204,6.61,6.67 205,6.59,6.67 214,6.61,6.67 227,6.57,6.67 233,6.66,6.67 259,6.62,6.66 271,6.60,6.66 327,6.62,6.66 362,6.63,6.66 379,6.62,6.66 401,6.62,6.67 403,6.84,6.67 419,6.62,6.67 430,6.59,6.68 516,6.61,6.68 519,6.73,6.68 522,6.61,6.68 549,6.59,6.67 572,6.73,6.67 582,6.78,6.66 606,6.74,6.65 625,6.62,6.64 634,6.63,6.64 641,6.66,6.64 669,6.62,6.63 730,6.62,6.61 751,6.54,6.60 772,6.63,6.60 773,6.51,6.60 814,6.57,6.59 821,6.52,6.59 850,6.53,6.58 855,6.52,6.58 881,6.55,6.58 906,7.01,6.57 910,6.65,6.57 913,6.62,6.57 915,6.59,6.57 974,6.59,6.56 994,6.56,6.55 "1,012",6.64,6.55 "1,036",6.52,6.55 "1,038",6.53,6.55 "1,040",6.50,6.55 "1,042",6.49,6.55 "1,101",6.50,6.55 "1,166",6.51,6.54 "1,185",6.50,6.54 "1,198",6.50,6.54 "1,237",6.48,6.54 "1,332",6.49,6.53 "1,396",6.48,6.53 "1,978",6.79,6.54 "2,033",6.38,6.54 "2,058",6.51,6.54 "2,066",6.53,6.53 "2,286",6.37,6.44 "2,296",6.38,6.44 "2,335",6.37,6.42 "2,340",6.38,6.42 "2,346",6.35,6.41 "2,355",6.35,6.41 "2,552",6.38,6.34 "2,805",6.42,6.28 "3,122",6.17,6.26 "3,136",6.15,6.25 "3,212",6.30,6.22 "3,274",6.08,6.19 "3,326",6.12,6.17 "3,411",6.17,6.14 "3,520",6.12,6.11 "3,888",6.06,6.07 "3,959",6.22,6.06 "3,972",6.07,6.06 "4,028",6.00,6.06 "4,038",6.04,6.06 "4,081",6.04,6.06 "4,086",6.06,6.06 "4,185",6.05,6.06 "4,207",5.95,6.06 "4,243",5.98,6.05 "4,275",6.08,6.04 "4,281",6.08,6.04 "4,301",6.06,6.03 "4,309",6.00,6.03 "4,316",6.06,6.03 "4,318",6.07,6.02 "4,467",6.01,5.95 "4,486",5.95,5.94 "4,510",5.86,5.93 "4,517",5.87,5.93 "4,527",5.94,5.92 "4,557",5.85,5.91 "4,563",5.87,5.91 "4,566",6.01,5.91 "4,673",5.91,5.88 "4,897",5.82,5.84 "4,932",5.83,5.83 "4,938",5.82,5.82 "5,006",5.78,5.79 "5,243",5.58,5.69 "5,272",5.50,5.67 "5,403",5.51,5.58 "5,410",5.53,5.58 "5,642",5.55,5.53 "5,751",5.56,5.53 "5,833",5.63,5.54 "5,851",5.77,5.55 "5,924",5.60,5.56 "5,929",5.51,5.56 "5,950",5.59,5.56 "5,982",5.49,5.55 "5,984",5.58,5.56 "6,048",5.76,5.55 "6,074",5.47,5.55 "6,142",5.49,5.54 "6,174",5.51,5.53 "6,201",5.50,5.53 "6,202",5.57,5.53 "6,212",5.51,5.52 "6,214",5.50,5.52 "6,220",5.47,5.52 "6,244",5.48,5.52 "6,251",5.48,5.51 "6,255",5.61,5.51 "6,294",5.59,5.50 "6,317",5.48,5.50 "6,438",5.54,5.49 "6,482",5.52,5.48 "6,526",5.53,5.48 "6,558",5.49,5.48 "6,565",5.49,5.47 "6,566",5.51,5.48 "6,603",5.48,5.47 "6,626",5.48,5.47 "6,653",5.49,5.46 "6,664",5.51,5.46 "6,671",5.51,5.46 "6,726",5.46,5.44 "6,742",5.45,5.43 "6,795",5.38,5.41 "6,879",5.29,5.36 "6,916",5.26,5.34 "6,920",5.22,5.33 5C: LINKS 1 and 2,, "Time, t (seconds)","Covariance, untransformed scale", ,5th percentile,95th percentile 102,"-2,324.34","-1,014.81" 109,"-2,354.33","-1,011.67" 137,"-2,440.88","-1,009.05" 204,"-2,682.59","-1,018.79" 205,"-2,685.41","-1,020.02" 214,"-2,712.88","-1,023.91" 227,"-2,747.73","-1,035.53" 233,"-2,759.29","-1,039.30" 259,"-2,826.37","-1,058.60" 271,"-2,853.28","-1,065.96" 327,"-2,986.16","-1,111.99" 362,"-3,066.18","-1,141.66" 379,"-3,097.59","-1,150.47" 401,"-3,148.64","-1,173.57" 403,"-3,158.22","-1,173.88" 419,"-3,201.78","-1,188.86" 430,"-3,229.12","-1,195.75" 516,"-3,465.64","-1,269.29" 519,"-3,479.25","-1,271.86" 522,"-3,491.86","-1,275.82" 549,"-3,581.20","-1,302.93" 572,"-3,646.20","-1,326.05" 582,"-3,670.02","-1,337.35" 606,"-3,731.31","-1,361.35" 625,"-3,759.18","-1,376.50" 634,"-3,782.78","-1,386.89" 641,"-3,790.97","-1,393.76" 669,"-3,859.30","-1,425.78" 730,"-3,992.19","-1,470.35" 751,"-4,029.73","-1,488.37" 772,"-4,078.59","-1,506.39" 773,"-4,087.30","-1,507.45" 814,"-4,140.83","-1,515.79" 821,"-4,139.59","-1,518.21" 850,"-4,158.80","-1,516.91" 855,"-4,158.16","-1,516.40" 881,"-4,170.82","-1,515.84" 906,"-4,158.27","-1,504.73" 910,"-4,154.19","-1,505.62" 913,"-4,151.60","-1,505.77" 915,"-4,151.23","-1,504.60" 974,"-4,037.40","-1,468.04" 994,"-3,993.51","-1,454.06" "1,012","-3,950.28","-1,439.94" "1,036","-3,886.02","-1,423.37" "1,038","-3,882.83","-1,422.65" "1,040","-3,880.78","-1,422.27" "1,042","-3,871.31","-1,420.58" "1,101","-3,677.82","-1,374.15" "1,166","-3,442.04","-1,322.07" "1,185","-3,374.32","-1,313.50" "1,198","-3,339.00","-1,308.59" "1,237","-3,231.50","-1,288.74" "1,332","-2,923.14","-1,244.79" "1,396","-2,719.45","-1,229.89" "1,978","-2,253.95","-1,005.90" "2,033","-2,298.06",-981.64 "2,058","-2,298.71",-971.74 "2,066","-2,301.48",-970.13 "2,286","-2,255.43",-913.97 "2,296","-2,250.53",-912.15 "2,335","-2,231.90",-900.98 "2,340","-2,220.98",-896.34 "2,346","-2,208.66",-893.58 "2,355","-2,194.53",-891.77 "2,552","-1,818.41",-823.61 "2,805","-1,506.82",-729.20 "3,122","-1,562.91",-677.77 "3,136","-1,555.28",-672.86 "3,212","-1,552.15",-657.18 "3,274","-1,534.31",-649.32 "3,326","-1,526.08",-644.71 "3,411","-1,456.70",-638.55 "3,520","-1,358.60",-637.29 "3,888","-1,173.04",-514.36 "3,959","-1,164.09",-478.00 "3,972","-1,160.15",-472.83 "4,028","-1,135.95",-450.03 "4,038","-1,133.57",-447.13 "4,081","-1,113.49",-432.35 "4,086","-1,112.52",-430.72 "4,185","-1,063.61",-406.24 "4,207","-1,048.22",-399.99 "4,243","-1,032.07",-390.45 "4,275","-1,013.64",-382.92 "4,281","-1,013.81",-381.79 "4,301",-998.51,-376.35 "4,309",-993.52,-374.90 "4,316",-988.14,-373.02 "4,318",-987.26,-372.23 "4,467",-904.44,-346.70 "4,486",-895.07,-344.67 "4,510",-889.39,-343.43 "4,517",-888.25,-342.42 "4,527",-885.91,-343.00 "4,557",-874.24,-342.94 "4,563",-869.20,-343.03 "4,566",-867.06,-342.92 "4,673",-812.94,-338.56 "4,897",-751.94,-317.65 "4,932",-737.80,-313.88 "4,938",-735.98,-313.06 "5,006",-703.41,-300.16 "5,243",-558.24,-242.17 "5,272",-539.01,-233.17 "5,403",-444.74,-194.25 "5,410",-439.94,-192.41 "5,642",-326.86,-144.29 "5,751",-314.00,-130.90 "5,833",-313.02,-125.48 "5,851",-312.28,-124.89 "5,924",-313.81,-121.73 "5,929",-313.94,-121.57 "5,950",-314.53,-120.79 "5,982",-313.24,-118.74 "5,984",-312.67,-118.55 "6,048",-302.36,-114.17 "6,074",-296.87,-112.03 "6,142",-281.77,-105.92 "6,174",-276.18,-102.61 "6,201",-268.80,-100.60 "6,202",-268.86,-100.58 "6,212",-266.46,-99.64 "6,214",-266.00,-99.53 "6,220",-264.90,-99.12 "6,244",-259.67,-97.04 "6,251",-258.19,-96.49 "6,255",-257.54,-96.15 "6,294",-248.52,-93.21 "6,317",-241.94,-91.54 "6,438",-216.46,-83.03 "6,482",-208.89,-79.90 "6,526",-200.45,-76.55 "6,558",-195.10,-73.66 "6,565",-193.28,-73.07 "6,566",-193.28,-73.00 "6,603",-184.06,-70.01 "6,626",-179.15,-68.14 "6,653",-173.41,-65.68 "6,664",-170.97,-64.69 "6,671",-169.10,-64.26 "6,726",-153.76,-59.65 "6,742",-149.29,-58.15 "6,795",-134.86,-54.22 "6,879",-110.27,-49.36 "6,916",-100.02,-47.59 "6,920",-98.94,-47.28 ,, "5D: CORRELATION, LINKS 1 and 2",, ?12,Count, -1.0,0, -0.5,0, -0.5,1, -0.4,4, -0.4,23, -0.3,47, -0.3,122, -0.2,112, -0.2,113 -0.1,39 -0.1,31 -0.6,6 0.0,0 0.5,0 1.0,0