[R-SIG-Finance] problem with termstrc vmmin is not finite
Glenn Schultz
glennmschultz at me.com
Tue Nov 14 04:15:59 CET 2017
All,
I am using the termstrc package to fit ns curve. Below is the code. I am working on removing bonds to see if I get a good starting value. In the mean time any help is appreciated to understand vmmin error. Out of 2,133 observations I get this error 250 times - so overall pretty good performance of the package given the query does not really restrict price ranges.
My guess is that the bonds that I am using are causing the problem. Thus, I am systematically removing bonds to find the culprit. There are a couple of seasoned 30-year bonds with some big handles over 140 as well as plently of short bonds but my guess is the long bonds.
I realize that when curve fitting I may need to restrict prices but before I do that I would like to understand vmmin
Glenn
estim_nss(dataset = CurveData,
group = 'treasurybonds',
matrange = 'all',
method = 'ns',
optimtype = 'allglobal')
Here is the dput of the object couponbonds
structure(list(treasurybonds = structure(list(ISIN = c("912828VR8",
"912828D64", "912828VW7", "912828F47", "912828WA4", "912828F88",
"912828WF3", "912828G46", "912828A59", "912828H29", "912828A91",
"912828H78", "912828B74", "912828J35", "912828C32", "912828J92",
"912828C73", "912828K66", "912828WH9", "912828WP1", "912828XJ4",
"912828WT3", "912828XP0", "912828D49", "912828D98", "912828F54",
"912828G20", "912828M72", "912828G79", "912828N55", "912828H37",
"912828P20", "912828H94", "912828J68", "912828Q45", "912828K25",
"912828Q94", "912828XA3", "912828R51", "912828XF2", "912828R93",
"912828XK1", "912828N63", "912828P53", "912828P95", "912828Q52",
"912828R44", "912828R85", "912828N48", "912828N89", "912828P87",
"912828Q37", "912828Q78", "912828R77", "912828N30", "912828P38",
"912828P79", "912828Q29", "912828R28", "912828R69", "912828G38",
"912828J27", "912828XB1", "912828K74", "912828M56", "912828P46",
"912810EX2", "912810EY0", "912810EZ7", "912810FA1", "912810FB9",
"912810FE3", "912810FF0", "912810FG8", "912810FJ2", "912810FM5",
"912810FP8", "912810FT0", "912810PT9", "912810PU6", "912810PW2",
"912810PX0", "912810QA9", "912810QB7", "912810QC5", "912810QD3",
"912810QE1", "912810QH4", "912810QK7", "912810QL5", "912810QN1",
"912810QQ4", "912810QS0", "912810QT8", "912810QU5", "912810QW1",
"912810QX9", "912810QY7", "912810QZ4", "912810RB6", "912810RC4",
"912810RD2", "912810RE0", "912810RG5", "912810RH3", "912810RJ9",
"912810RK6", "912810RM2", "912810RN0", "912810RP5", "912810RQ3"
), MATURITYDATE = c("08-15-2016", "08-31-2016", "09-15-2016",
"09-30-2016", "10-15-2016", "10-31-2016", "11-15-2016", "11-30-2016",
"12-15-2016", "12-31-2016", "01-15-2017", "01-31-2017", "02-15-2017",
"02-28-2017", "03-15-2017", "03-31-2017", "04-15-2017", "04-30-2017",
"05-15-2017", "06-15-2017", "06-30-2017", "07-15-2017", "07-31-2017",
"08-15-2017", "09-15-2017", "10-15-2017", "11-15-2017", "11-30-2017",
"12-15-2017", "12-31-2017", "01-15-2018", "01-31-2018", "02-15-2018",
"03-15-2018", "03-31-2018", "04-15-2018", "04-30-2018", "05-15-2018",
"05-31-2018", "06-15-2018", "06-30-2018", "07-15-2018", "01-15-2019",
"02-15-2019", "03-15-2019", "04-15-2019", "05-15-2019", "06-15-2019",
"12-31-2020", "01-31-2021", "02-28-2021", "03-31-2021", "04-30-2021",
"05-31-2021", "12-31-2022", "01-31-2023", "02-28-2023", "03-31-2023",
"04-30-2023", "05-31-2023", "11-15-2024", "02-15-2025", "05-15-2025",
"08-15-2025", "11-15-2025", "02-15-2026", "08-15-2026", "11-15-2026",
"02-15-2027", "08-15-2027", "11-15-2027", "08-15-2028", "11-15-2028",
"02-15-2029", "08-15-2029", "05-15-2030", "02-15-2031", "02-15-2036",
"02-15-2037", "05-15-2037", "02-15-2038", "05-15-2038", "02-15-2039",
"05-15-2039", "08-15-2039", "11-15-2039", "02-15-2040", "05-15-2040",
"08-15-2040", "11-15-2040", "02-15-2041", "05-15-2041", "08-15-2041",
"11-15-2041", "02-15-2042", "05-15-2042", "08-15-2042", "11-15-2042",
"02-15-2043", "05-15-2043", "08-15-2043", "11-15-2043", "02-15-2044",
"05-15-2044", "08-15-2044", "11-15-2044", "02-15-2045", "05-15-2045",
"08-15-2045", "11-15-2045", "02-15-2046"), ISSUDATE = c("08-15-2013",
"09-02-2014", "09-16-2013", "09-30-2014", "10-15-2013", "10-31-2014",
"11-15-2013", "12-01-2014", "12-16-2013", "12-31-2014", "01-15-2014",
"02-02-2015", "02-18-2014", "03-02-2015", "03-17-2014", "03-31-2015",
"04-15-2014", "04-30-2015", "05-15-2014", "06-16-2014", "06-30-2015",
"07-15-2014", "07-31-2015", "08-15-2014", "09-15-2014", "10-15-2014",
"11-17-2014", "11-30-2015", "12-15-2014", "12-31-2015", "01-15-2015",
"02-01-2016", "02-17-2015", "03-16-2015", "03-31-2016", "04-15-2015",
"05-02-2016", "05-15-2015", "05-31-2016", "06-15-2015", "06-30-2016",
"07-15-2015", "01-15-2016", "02-16-2016", "03-15-2016", "04-15-2016",
"05-16-2016", "06-15-2016", "12-31-2015", "02-01-2016", "02-29-2016",
"03-31-2016", "05-02-2016", "05-31-2016", "12-31-2015", "02-01-2016",
"02-29-2016", "03-31-2016", "05-02-2016", "05-31-2016", "11-17-2014",
"02-17-2015", "05-15-2015", "08-17-2015", "11-16-2015", "02-16-2016",
"08-15-1996", "11-15-1996", "02-18-1997", "08-15-1997", "11-17-1997",
"08-17-1998", "11-16-1998", "02-16-1999", "08-16-1999", "02-15-2000",
"02-15-2001", "02-15-2006", "02-15-2007", "08-15-2007", "02-15-2008",
"08-15-2008", "02-17-2009", "05-15-2009", "08-17-2009", "11-16-2009",
"02-16-2010", "05-17-2010", "08-16-2010", "11-15-2010", "02-15-2011",
"05-16-2011", "08-15-2011", "11-15-2011", "02-15-2012", "05-15-2012",
"08-15-2012", "11-15-2012", "02-15-2013", "05-15-2013", "08-15-2013",
"11-15-2013", "02-18-2014", "05-15-2014", "08-15-2014", "11-17-2014",
"02-17-2015", "05-15-2015", "08-17-2015", "11-16-2015", "02-16-2016"
), COUPONRATE = c(0.625, 0.5, 0.875, 0.5, 0.625, 0.375, 0.625,
0.5, 0.625, 0.625, 0.75, 0.5, 0.625, 0.5, 0.75, 0.5, 0.875, 0.5,
0.875, 0.875, 0.625, 0.875, 0.625, 0.875, 1, 0.875, 0.875, 0.875,
1, 1, 0.875, 0.75, 1, 1, 0.875, 0.75, 0.75, 1, 0.875, 1.125,
0.625, 0.875, 1.125, 0.75, 1, 0.875, 0.875, 0.875, 1.75, 1.375,
1.125, 1.25, 1.375, 1.375, 2.125, 1.75, 1.5, 1.5, 1.625, 1.625,
2.25, 2, 2.125, 2, 2.25, 1.625, 6.75, 6.5, 6.625, 6.375, 6.125,
5.5, 5.25, 5.25, 6.125, 6.25, 5.375, 4.5, 4.75, 5, 4.375, 4.5,
3.5, 4.25, 4.5, 4.375, 4.625, 4.375, 3.875, 4.25, 4.75, 4.375,
3.75, 3.125, 3.125, 3, 2.75, 2.75, 3.125, 2.875, 3.625, 3.75,
3.625, 3.375, 3.125, 3, 2.5, 3, 2.875, 3, 2.5), PRICE = c(100,
100.03125, 100.0625, 100.03125, 100.0625, 100, 100.0625, 100.03125,
100.0625, 100.0625, 100.125, 100.03125, 100.09375, 100, 100.15625,
100, 100.25, 99.9375, 100.25, 100.28125, 100.03125, 100.25, 100,
100.25, 100.40625, 100.25, 100.28125, 100.28125, 100.4375, 100.46875,
100.28125, 100.09375, 100.46875, 100.46875, 100.25, 100.0625,
100.03125, 100.5, 100.28125, 100.71875, 99.84375, 100.3125, 100.8125,
99.875, 100.46875, 100.125, 100.09375, 100.03125, 102.78125,
101.125, 100.03125, 100.53125, 101.0625, 101.125, 104.5625, 102.25,
100.65625, 100.59375, 101.375, 101.375, 105.75, 103.75, 104.75,
103.65625, 105.8125, 100.28125, 148.4375, 146.8125, 148.9375,
148.09375, 146.28125, 141.65625, 139.5, 140.125, 151.65625, 155.9375,
147.28125, 143.28125, 148.03125, 152.90625, 141.9375, 144.4375,
125.75, 139.25, 144.03125, 141.625, 146.4375, 141.71875, 132.28125,
139.59375, 149.625, 142.375, 130.15625, 117.875, 117.9375, 115.40625,
110.0625, 109.90625, 117.78125, 112.34375, 128.75, 131.65625,
128.65625, 123.0625, 117.59375, 114.875, 104.09375, 114.90625,
112.25, 115.03125, 104.21875), ACCRUED = c(0.261986301369863,
0.19041095890411, 0.297260273972603, 0.149315068493151, 0.159246575342466,
0.0801369863013699, 0.107876712328767, 0.0657534246575343, 0.0547945205479452,
0.0291095890410959, 0.00410958904109589, 0.23013698630137, 0.261986301369863,
0.191780821917808, 0.254794520547945, 0.147945205479452, 0.222945205479452,
0.106849315068493, 0.151027397260274, 0.0767123287671233, 0.0291095890410959,
0.00479452054794521, 0.287671232876712, 0.366780821917808, 0.33972602739726,
0.222945205479452, 0.151027397260274, 0.115068493150685, 0.0876712328767123,
0.0465753424657534, 0.00479452054794521, 0.345205479452055, 0.419178082191781,
0.33972602739726, 0.258904109589041, 0.191095890410959, 0.16027397260274,
0.172602739726027, 0.112671232876712, 0.0986301369863014, 0.0291095890410959,
0.00479452054794521, 0.00616438356164384, 0.314383561643836,
0.33972602739726, 0.222945205479452, 0.151027397260274, 0.0767123287671233,
0.0815068493150685, 0.632876712328767, 0.428424657534247, 0.36986301369863,
0.293835616438356, 0.177054794520548, 0.098972602739726, 0.805479452054795,
0.571232876712329, 0.443835616438356, 0.347260273972603, 0.209246575342466,
0.388356164383562, 0.838356164383562, 0.366780821917808, 0.838356164383562,
0.388356164383562, 0.681164383561644, 2.82945205479452, 1.12191780821918,
2.77705479452055, 2.6722602739726, 1.05719178082192, 2.30547945205479,
0.906164383561644, 2.20068493150685, 2.56746575342466, 1.07876712328767,
2.25308219178082, 1.88630136986301, 1.99109589041096, 0.863013698630137,
1.83390410958904, 0.776712328767123, 1.46712328767123, 0.733561643835617,
1.88630136986301, 0.75513698630137, 1.93869863013699, 0.75513698630137,
1.62431506849315, 0.733561643835617, 1.99109589041096, 0.75513698630137,
1.57191780821918, 0.539383561643836, 1.30993150684932, 0.517808219178082,
1.1527397260274, 0.474657534246575, 1.30993150684932, 0.496232876712329,
1.51952054794521, 0.647260273972603, 1.51952054794521, 0.582534246575343,
1.30993150684932, 0.517808219178082, 1.04794520547945, 0.517808219178082,
1.20513698630137, 0.517808219178082, 1.04794520547945), CASHFLOWS = structure(list(
ISIN = c("912828VR8", "912828D64", "912828VW7", "912828F47",
"912828WA4", "912828F88", "912828WF3", "912828G46", "912828A59",
"912828H29", "912828A91", "912828H78", "912828H78", "912828B74",
"912828B74", "912828J35", "912828J35", "912828J35", "912828J35",
"912828C32", "912828C32", "912828J92", "912828J92", "912828C73",
"912828C73", "912828K66", "912828K66", "912828WH9", "912828WH9",
"912828WP1", "912828WP1", "912828XJ4", "912828XJ4", "912828WT3",
"912828WT3", "912828XP0", "912828XP0", "912828XP0", "912828D49",
"912828D49", "912828D49", "912828D98", "912828D98", "912828D98",
"912828F54", "912828F54", "912828F54", "912828G20", "912828G20",
"912828G20", "912828M72", "912828M72", "912828M72", "912828G79",
"912828G79", "912828G79", "912828N55", "912828N55", "912828N55",
"912828H37", "912828H37", "912828H37", "912828P20", "912828P20",
"912828P20", "912828P20", "912828H94", "912828H94", "912828H94",
"912828H94", "912828J68", "912828J68", "912828J68", "912828J68",
"912828Q45", "912828Q45", "912828Q45", "912828Q45", "912828K25",
"912828K25", "912828K25", "912828K25", "912828Q94", "912828Q94",
"912828Q94", "912828Q94", "912828XA3", "912828XA3", "912828XA3",
"912828XA3", "912828R51", "912828R51", "912828R51", "912828R51",
"912828XF2", "912828XF2", "912828XF2", "912828XF2", "912828R93",
"912828R93", "912828R93", "912828R93", "912828XK1", "912828XK1",
"912828XK1", "912828XK1", "912828N63", "912828N63", "912828N63",
"912828N63", "912828N63", "912828P53", "912828P53", "912828P53",
"912828P53", "912828P53", "912828P53", "912828P95", "912828P95",
"912828P95", "912828P95", "912828P95", "912828P95", "912828Q52",
"912828Q52", "912828Q52", "912828Q52", "912828Q52", "912828Q52",
"912828R44", "912828R44", "912828R44", "912828R44", "912828R44",
"912828R44", "912828R85", "912828R85", "912828R85", "912828R85",
"912828R85", "912828R85", "912828N48", "912828N48", "912828N48",
"912828N48", "912828N48", "912828N48", "912828N48", "912828N48",
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"912828N89", "912828N89", "912828N89", "912828N89", "912828N89",
"912828N89", "912828P87", "912828P87", "912828P87", "912828P87",
"912828P87", "912828P87", "912828P87", "912828P87", "912828P87",
"912828P87", "912828Q37", "912828Q37", "912828Q37", "912828Q37",
"912828Q37", "912828Q37", "912828Q37", "912828Q37", "912828Q37",
"912828Q37", "912828Q78", "912828Q78", "912828Q78", "912828Q78",
"912828Q78", "912828Q78", "912828Q78", "912828Q78", "912828Q78",
"912828Q78", "912828R77", "912828R77", "912828R77", "912828R77",
"912828R77", "912828R77", "912828R77", "912828R77", "912828R77",
"912828R77", "912828N30", "912828N30", "912828N30", "912828N30",
"912828N30", "912828N30", "912828N30", "912828N30", "912828N30",
"912828N30", "912828N30", "912828N30", "912828N30", "912828P38",
"912828P38", "912828P38", "912828P38", "912828P38", "912828P38",
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"912828P79", "912828P79", "912828P79", "912828P79", "912828P79",
"912828P79", "912828P79", "912828P79", "912828P79", "912828P79",
"912828P79", "912828P79", "912828Q29", "912828Q29", "912828Q29",
"912828Q29", "912828Q29", "912828Q29", "912828Q29", "912828Q29",
"912828Q29", "912828Q29", "912828Q29", "912828Q29", "912828Q29",
"912828Q29", "912828R28", "912828R28", "912828R28", "912828R28",
"912828R28", "912828R28", "912828R28", "912828R28", "912828R28",
"912828R28", "912828R28", "912828R28", "912828R28", "912828R28",
"912828R69", "912828R69", "912828R69", "912828R69", "912828R69",
"912828R69", "912828R69", "912828R69", "912828R69", "912828R69",
"912828R69", "912828R69", "912828R69", "912828R69", "912828G38",
"912828G38", "912828G38", "912828G38", "912828G38", "912828G38",
"912828G38", "912828G38", "912828G38", "912828G38", "912828G38",
"912828G38", "912828G38", "912828G38", "912828G38", "912828G38",
"912828G38", "912828J27", "912828J27", "912828J27", "912828J27",
"912828J27", "912828J27", "912828J27", "912828J27", "912828J27",
"912828J27", "912828J27", "912828J27", "912828J27", "912828J27",
"912828J27", "912828J27", "912828J27", "912828J27", "912828XB1",
"912828XB1", "912828XB1", "912828XB1", "912828XB1", "912828XB1",
"912828XB1", "912828XB1", "912828XB1", "912828XB1", "912828XB1",
"912828XB1", "912828XB1", "912828XB1", "912828XB1", "912828XB1",
"912828XB1", "912828XB1", "912828K74", "912828K74", "912828K74",
"912828K74", "912828K74", "912828K74", "912828K74", "912828K74",
"912828K74", "912828K74", "912828K74", "912828K74", "912828K74",
"912828K74", "912828K74", "912828K74", "912828K74", "912828K74",
"912828K74", "912828M56", "912828M56", "912828M56", "912828M56",
"912828M56", "912828M56", "912828M56", "912828M56", "912828M56",
"912828M56", "912828M56", "912828M56", "912828M56", "912828M56",
"912828M56", "912828M56", "912828M56", "912828M56", "912828M56",
"912828P46", "912828P46", "912828P46", "912828P46", "912828P46",
"912828P46", "912828P46", "912828P46", "912828P46", "912828P46",
"912828P46", "912828P46", "912828P46", "912828P46", "912828P46",
"912828P46", "912828P46", "912828P46", "912828P46", "912828P46",
"912810EX2", "912810EX2", "912810EX2", "912810EX2", "912810EX2",
"912810EX2", "912810EX2", "912810EX2", "912810EX2", "912810EX2",
"912810EX2", "912810EX2", "912810EX2", "912810EX2", "912810EX2",
"912810EX2", "912810EX2", "912810EX2", "912810EX2", "912810EX2",
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21503, 21684, 21868, 22049, 17028, 17212, 17393, 17577, 17758,
17942, 18123, 18307, 18489, 18673, 18854, 19038, 19219, 19403,
19584, 19768, 19950, 20134, 20315, 20499, 20680, 20864, 21045,
21229, 21411, 21595, 21776, 21960, 22141, 22325, 17028, 17212,
17393, 17577, 17758, 17942, 18123, 18307, 18489, 18673, 18854,
19038, 19219, 19403, 19584, 19768, 19950, 20134, 20315, 20499,
20680, 20864, 21045, 21229, 21411, 21595, 21776, 21960, 22141,
22325, 22506, 22690, 22872, 23056, 23237, 23421, 23602, 23786,
23967, 24151, 17028, 17212, 17393, 17577, 17758, 17942, 18123,
18307, 18489, 18673, 18854, 19038, 19219, 19403, 19584, 19768,
19950, 20134, 20315, 20499, 20680, 20864, 21045, 21229, 21411,
21595, 21776, 21960, 22141, 22325, 22506, 22690, 22872, 23056,
23237, 23421, 23602, 23786, 23967, 24151, 24333, 24517, 17120,
17301, 17485, 17666, 17850, 18031, 18215, 18397, 18581, 18762,
18946, 19127, 19311, 19492, 19676, 19858, 20042, 20223, 20407,
20588, 20772, 20953, 21137, 21319, 21503, 21684, 21868, 22049,
22233, 22414, 22598, 22780, 22964, 23145, 23329, 23510, 23694,
23875, 24059, 24241, 24425, 24606, 17028, 17212, 17393, 17577,
17758, 17942, 18123, 18307, 18489, 18673, 18854, 19038, 19219,
19403, 19584, 19768, 19950, 20134, 20315, 20499, 20680, 20864,
21045, 21229, 21411, 21595, 21776, 21960, 22141, 22325, 22506,
22690, 22872, 23056, 23237, 23421, 23602, 23786, 23967, 24151,
24333, 24517, 24698, 24882, 17120, 17301, 17485, 17666, 17850,
18031, 18215, 18397, 18581, 18762, 18946, 19127, 19311, 19492,
19676, 19858, 20042, 20223, 20407, 20588, 20772, 20953, 21137,
21319, 21503, 21684, 21868, 22049, 22233, 22414, 22598, 22780,
22964, 23145, 23329, 23510, 23694, 23875, 24059, 24241, 24425,
24606, 24790, 24971, 17028, 17212, 17393, 17577, 17758, 17942,
18123, 18307, 18489, 18673, 18854, 19038, 19219, 19403, 19584,
19768, 19950, 20134, 20315, 20499, 20680, 20864, 21045, 21229,
21411, 21595, 21776, 21960, 22141, 22325, 22506, 22690, 22872,
23056, 23237, 23421, 23602, 23786, 23967, 24151, 24333, 24517,
24698, 24882, 25063, 25247, 17120, 17301, 17485, 17666, 17850,
18031, 18215, 18397, 18581, 18762, 18946, 19127, 19311, 19492,
19676, 19858, 20042, 20223, 20407, 20588, 20772, 20953, 21137,
21319, 21503, 21684, 21868, 22049, 22233, 22414, 22598, 22780,
22964, 23145, 23329, 23510, 23694, 23875, 24059, 24241, 24425,
24606, 24790, 24971, 25155, 25336, 17028, 17212, 17393, 17577,
17758, 17942, 18123, 18307, 18489, 18673, 18854, 19038, 19219,
19403, 19584, 19768, 19950, 20134, 20315, 20499, 20680, 20864,
21045, 21229, 21411, 21595, 21776, 21960, 22141, 22325, 22506,
22690, 22872, 23056, 23237, 23421, 23602, 23786, 23967, 24151,
24333, 24517, 24698, 24882, 25063, 25247, 25428, 17120, 17301,
17485, 17666, 17850, 18031, 18215, 18397, 18581, 18762, 18946,
19127, 19311, 19492, 19676, 19858, 20042, 20223, 20407, 20588,
20772, 20953, 21137, 21319, 21503, 21684, 21868, 22049, 22233,
22414, 22598, 22780, 22964, 23145, 23329, 23510, 23694, 23875,
24059, 24241, 24425, 24606, 24790, 24971, 25155, 25336, 25520,
17028, 17212, 17393, 17577, 17758, 17942, 18123, 18307, 18489,
18673, 18854, 19038, 19219, 19403, 19584, 19768, 19950, 20134,
20315, 20499, 20680, 20864, 21045, 21229, 21411, 21595, 21776,
21960, 22141, 22325, 22506, 22690, 22872, 23056, 23237, 23421,
23602, 23786, 23967, 24151, 24333, 24517, 24698, 24882, 25063,
25247, 25428, 25612, 17120, 17301, 17485, 17666, 17850, 18031,
18215, 18397, 18581, 18762, 18946, 19127, 19311, 19492, 19676,
19858, 20042, 20223, 20407, 20588, 20772, 20953, 21137, 21319,
21503, 21684, 21868, 22049, 22233, 22414, 22598, 22780, 22964,
23145, 23329, 23510, 23694, 23875, 24059, 24241, 24425, 24606,
24790, 24971, 25155, 25336, 25520, 25702, 17028, 17212, 17393,
17577, 17758, 17942, 18123, 18307, 18489, 18673, 18854, 19038,
19219, 19403, 19584, 19768, 19950, 20134, 20315, 20499, 20680,
20864, 21045, 21229, 21411, 21595, 21776, 21960, 22141, 22325,
22506, 22690, 22872, 23056, 23237, 23421, 23602, 23786, 23967,
24151, 24333, 24517, 24698, 24882, 25063, 25247, 25428, 25612,
25794, 17120, 17301, 17485, 17666, 17850, 18031, 18215, 18397,
18581, 18762, 18946, 19127, 19311, 19492, 19676, 19858, 20042,
20223, 20407, 20588, 20772, 20953, 21137, 21319, 21503, 21684,
21868, 22049, 22233, 22414, 22598, 22780, 22964, 23145, 23329,
23510, 23694, 23875, 24059, 24241, 24425, 24606, 24790, 24971,
25155, 25336, 25520, 25702, 25886, 17028, 17212, 17393, 17577,
17758, 17942, 18123, 18307, 18489, 18673, 18854, 19038, 19219,
19403, 19584, 19768, 19950, 20134, 20315, 20499, 20680, 20864,
21045, 21229, 21411, 21595, 21776, 21960, 22141, 22325, 22506,
22690, 22872, 23056, 23237, 23421, 23602, 23786, 23967, 24151,
24333, 24517, 24698, 24882, 25063, 25247, 25428, 25612, 25794,
25978, 17120, 17301, 17485, 17666, 17850, 18031, 18215, 18397,
18581, 18762, 18946, 19127, 19311, 19492, 19676, 19858, 20042,
20223, 20407, 20588, 20772, 20953, 21137, 21319, 21503, 21684,
21868, 22049, 22233, 22414, 22598, 22780, 22964, 23145, 23329,
23510, 23694, 23875, 24059, 24241, 24425, 24606, 24790, 24971,
25155, 25336, 25520, 25702, 25886, 26067, 17028, 17212, 17393,
17577, 17758, 17942, 18123, 18307, 18489, 18673, 18854, 19038,
19219, 19403, 19584, 19768, 19950, 20134, 20315, 20499, 20680,
20864, 21045, 21229, 21411, 21595, 21776, 21960, 22141, 22325,
22506, 22690, 22872, 23056, 23237, 23421, 23602, 23786, 23967,
24151, 24333, 24517, 24698, 24882, 25063, 25247, 25428, 25612,
25794, 25978, 26159, 17120, 17301, 17485, 17666, 17850, 18031,
18215, 18397, 18581, 18762, 18946, 19127, 19311, 19492, 19676,
19858, 20042, 20223, 20407, 20588, 20772, 20953, 21137, 21319,
21503, 21684, 21868, 22049, 22233, 22414, 22598, 22780, 22964,
23145, 23329, 23510, 23694, 23875, 24059, 24241, 24425, 24606,
24790, 24971, 25155, 25336, 25520, 25702, 25886, 26067, 26251,
17028, 17212, 17393, 17577, 17758, 17942, 18123, 18307, 18489,
18673, 18854, 19038, 19219, 19403, 19584, 19768, 19950, 20134,
20315, 20499, 20680, 20864, 21045, 21229, 21411, 21595, 21776,
21960, 22141, 22325, 22506, 22690, 22872, 23056, 23237, 23421,
23602, 23786, 23967, 24151, 24333, 24517, 24698, 24882, 25063,
25247, 25428, 25612, 25794, 25978, 26159, 26343, 17120, 17301,
17485, 17666, 17850, 18031, 18215, 18397, 18581, 18762, 18946,
19127, 19311, 19492, 19676, 19858, 20042, 20223, 20407, 20588,
20772, 20953, 21137, 21319, 21503, 21684, 21868, 22049, 22233,
22414, 22598, 22780, 22964, 23145, 23329, 23510, 23694, 23875,
24059, 24241, 24425, 24606, 24790, 24971, 25155, 25336, 25520,
25702, 25886, 26067, 26251, 26432, 17028, 17212, 17393, 17577,
17758, 17942, 18123, 18307, 18489, 18673, 18854, 19038, 19219,
19403, 19584, 19768, 19950, 20134, 20315, 20499, 20680, 20864,
21045, 21229, 21411, 21595, 21776, 21960, 22141, 22325, 22506,
22690, 22872, 23056, 23237, 23421, 23602, 23786, 23967, 24151,
24333, 24517, 24698, 24882, 25063, 25247, 25428, 25612, 25794,
25978, 26159, 26343, 26524, 17120, 17301, 17485, 17666, 17850,
18031, 18215, 18397, 18581, 18762, 18946, 19127, 19311, 19492,
19676, 19858, 20042, 20223, 20407, 20588, 20772, 20953, 21137,
21319, 21503, 21684, 21868, 22049, 22233, 22414, 22598, 22780,
22964, 23145, 23329, 23510, 23694, 23875, 24059, 24241, 24425,
24606, 24790, 24971, 25155, 25336, 25520, 25702, 25886, 26067,
26251, 26432, 26616, 17028, 17212, 17393, 17577, 17758, 17942,
18123, 18307, 18489, 18673, 18854, 19038, 19219, 19403, 19584,
19768, 19950, 20134, 20315, 20499, 20680, 20864, 21045, 21229,
21411, 21595, 21776, 21960, 22141, 22325, 22506, 22690, 22872,
23056, 23237, 23421, 23602, 23786, 23967, 24151, 24333, 24517,
24698, 24882, 25063, 25247, 25428, 25612, 25794, 25978, 26159,
26343, 26524, 26708, 17120, 17301, 17485, 17666, 17850, 18031,
18215, 18397, 18581, 18762, 18946, 19127, 19311, 19492, 19676,
19858, 20042, 20223, 20407, 20588, 20772, 20953, 21137, 21319,
21503, 21684, 21868, 22049, 22233, 22414, 22598, 22780, 22964,
23145, 23329, 23510, 23694, 23875, 24059, 24241, 24425, 24606,
24790, 24971, 25155, 25336, 25520, 25702, 25886, 26067, 26251,
26432, 26616, 26797, 17028, 17212, 17393, 17577, 17758, 17942,
18123, 18307, 18489, 18673, 18854, 19038, 19219, 19403, 19584,
19768, 19950, 20134, 20315, 20499, 20680, 20864, 21045, 21229,
21411, 21595, 21776, 21960, 22141, 22325, 22506, 22690, 22872,
23056, 23237, 23421, 23602, 23786, 23967, 24151, 24333, 24517,
24698, 24882, 25063, 25247, 25428, 25612, 25794, 25978, 26159,
26343, 26524, 26708, 26889, 17120, 17301, 17485, 17666, 17850,
18031, 18215, 18397, 18581, 18762, 18946, 19127, 19311, 19492,
19676, 19858, 20042, 20223, 20407, 20588, 20772, 20953, 21137,
21319, 21503, 21684, 21868, 22049, 22233, 22414, 22598, 22780,
22964, 23145, 23329, 23510, 23694, 23875, 24059, 24241, 24425,
24606, 24790, 24971, 25155, 25336, 25520, 25702, 25886, 26067,
26251, 26432, 26616, 26797, 26981, 17028, 17212, 17393, 17577,
17758, 17942, 18123, 18307, 18489, 18673, 18854, 19038, 19219,
19403, 19584, 19768, 19950, 20134, 20315, 20499, 20680, 20864,
21045, 21229, 21411, 21595, 21776, 21960, 22141, 22325, 22506,
22690, 22872, 23056, 23237, 23421, 23602, 23786, 23967, 24151,
24333, 24517, 24698, 24882, 25063, 25247, 25428, 25612, 25794,
25978, 26159, 26343, 26524, 26708, 26889, 27073, 17120, 17301,
17485, 17666, 17850, 18031, 18215, 18397, 18581, 18762, 18946,
19127, 19311, 19492, 19676, 19858, 20042, 20223, 20407, 20588,
20772, 20953, 21137, 21319, 21503, 21684, 21868, 22049, 22233,
22414, 22598, 22780, 22964, 23145, 23329, 23510, 23694, 23875,
24059, 24241, 24425, 24606, 24790, 24971, 25155, 25336, 25520,
25702, 25886, 26067, 26251, 26432, 26616, 26797, 26981, 27163,
17028, 17212, 17393, 17577, 17758, 17942, 18123, 18307, 18489,
18673, 18854, 19038, 19219, 19403, 19584, 19768, 19950, 20134,
20315, 20499, 20680, 20864, 21045, 21229, 21411, 21595, 21776,
21960, 22141, 22325, 22506, 22690, 22872, 23056, 23237, 23421,
23602, 23786, 23967, 24151, 24333, 24517, 24698, 24882, 25063,
25247, 25428, 25612, 25794, 25978, 26159, 26343, 26524, 26708,
26889, 27073, 27255, 17120, 17301, 17485, 17666, 17850, 18031,
18215, 18397, 18581, 18762, 18946, 19127, 19311, 19492, 19676,
19858, 20042, 20223, 20407, 20588, 20772, 20953, 21137, 21319,
21503, 21684, 21868, 22049, 22233, 22414, 22598, 22780, 22964,
23145, 23329, 23510, 23694, 23875, 24059, 24241, 24425, 24606,
24790, 24971, 25155, 25336, 25520, 25702, 25886, 26067, 26251,
26432, 26616, 26797, 26981, 27163, 27347, 17028, 17212, 17393,
17577, 17758, 17942, 18123, 18307, 18489, 18673, 18854, 19038,
19219, 19403, 19584, 19768, 19950, 20134, 20315, 20499, 20680,
20864, 21045, 21229, 21411, 21595, 21776, 21960, 22141, 22325,
22506, 22690, 22872, 23056, 23237, 23421, 23602, 23786, 23967,
24151, 24333, 24517, 24698, 24882, 25063, 25247, 25428, 25612,
25794, 25978, 26159, 26343, 26524, 26708, 26889, 27073, 27255,
27439, 17120, 17301, 17485, 17666, 17850, 18031, 18215, 18397,
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20223, 20407, 20588, 20772, 20953, 21137, 21319, 21503, 21684,
21868, 22049, 22233, 22414, 22598, 22780, 22964, 23145, 23329,
23510, 23694, 23875, 24059, 24241, 24425, 24606, 24790, 24971,
25155, 25336, 25520, 25702, 25886, 26067, 26251, 26432, 26616,
26797, 26981, 27163, 27347, 27528, 17028, 17212, 17393, 17577,
17758, 17942, 18123, 18307, 18489, 18673, 18854, 19038, 19219,
19403, 19584, 19768, 19950, 20134, 20315, 20499, 20680, 20864,
21045, 21229, 21411, 21595, 21776, 21960, 22141, 22325, 22506,
22690, 22872, 23056, 23237, 23421, 23602, 23786, 23967, 24151,
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27620, 17120, 17301, 17485, 17666, 17850, 18031, 18215, 18397,
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20223, 20407, 20588, 20772, 20953, 21137, 21319, 21503, 21684,
21868, 22049, 22233, 22414, 22598, 22780, 22964, 23145, 23329,
23510, 23694, 23875, 24059, 24241, 24425, 24606, 24790, 24971,
25155, 25336, 25520, 25702, 25886, 26067, 26251, 26432, 26616,
26797, 26981, 27163, 27347, 27528, 27712, 17028, 17212, 17393,
17577, 17758, 17942, 18123, 18307, 18489, 18673, 18854, 19038,
19219, 19403, 19584, 19768, 19950, 20134, 20315, 20499, 20680,
20864, 21045, 21229, 21411, 21595, 21776, 21960, 22141, 22325,
22506, 22690, 22872, 23056, 23237, 23421, 23602, 23786, 23967,
24151, 24333, 24517, 24698, 24882, 25063, 25247, 25428, 25612,
25794, 25978, 26159, 26343, 26524, 26708, 26889, 27073, 27255,
27439, 27620, 27804), class = "Date")), .Names = c("ISIN",
"CF", "DATE")), TODAY = "2016-07-15"), .Names = c("ISIN", "MATURITYDATE",
"ISSUDATE", "COUPONRATE", "PRICE", "ACCRUED", "CASHFLOWS", "TODAY"
))), .Names = "treasurybonds", class = "couponbonds")
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