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The Pamphlet Collection of Sir Robert Stout: Volume 8

I. Probability and the Average Duration of Life

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I. Probability and the Average Duration of Life.

1. If a be the number of ways in which an event can happen, and b the number of ways in which it can fail, and all these ways are equally possible, the probability of the event happening is Mathematical equation, and the probability of its failing is Mathematical equation

2. The probability of the continuance of life of one person is very uncertain, and differs under different circumstances in persons of the same age. It is greater in healthy than in unhealthy persons; in persons living in a healthy climate or locality than in persons living in an unhealthy one; in persons living in the country than in persons living in a large town or city; in persons following healthy or safe occupations than in persons following unhealthy or dangerous ones; in females than in males; and in married persons than in single persons. For general purposes it is sufficient to find the average probability out of a large number of unselected persons of the same age. This average probability is found by a Table of Mortality showing, from experience, out of a large number of unselected persons of the same age, the number dying in each succeeding year of age, and, consequently, the number living at each successive age. It is necessary to assume, that out of any other equal number of persons of the same age and class the number living at each age would be nearly the same, if they live under similar circumstances.

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3. The Tables of Mortality of the members of Friendly Societies are not very numerous. They comprise:
(a)The Friendly Societies' Table, constructed by Mr. Ansell, from returns obtained by the Society for the Diffusion of Useful Knowledge from Friendly Societies in England for 1823-27, embracing the experience of 24,323 years of life.*
(b)The Friendly Societies' Table, constructed by Mr. Finlaison, from the returns of Friendly Societies in England and Wales for 1836-40, sent to the Registrar, embracing the experience of 1,147,143 years of life.
(c)The Odd Fellows', Manchester Unity Table, constructed by Mr. Ratcliffe, from returns of the Lodges composing the Unity for 1846-48, embracing the experience of 621,561 years of life.
(d)The Friendly Societies' Table, constructed by Mr. Finlaison, from the returns of Friendly Societies in England and Wales for 1846-50, sent to the Registrar, embracing the experience of 793,759 years of life.§
(e)The Odd Fellows', Manchester Unity Table, constructed by Mr. Ratcliffe, from returns of the Lodges composing the Unity for 1856-60, embracing the experience of 1,006,272 years of life.
(f)The Odd Fellows', Manchester Unity Table, constructed by Mr. Ratcliffe, from returns of the Lodges composing the Unity for 1866-70 (see Table I., page 5), embracing the experience of 1,321,048 years of life, being the largest experience hitherto collected of Friendly Societies in the United Kingdom.

4. A comparative view of these tables would be useful, hut would be foreign to the object of this Treatise.

* A Treatise on Friendly Societies. By Charles Ansell, Esq., F.R.S., 1835, p. 119.

Contributions to Vital Statistics. By F. G. P. Neison, F.L.S., 1845, p. 28.

Observations on the Rate of Mortality and Sickness existing amongst Friendly Societies. By Henry Ratcliffe, 1850, p. 24.

§ Return of the Friendly Societies' Sickness and Mortality. Mr. Alexander Glen Finlaison's Report. Ordered by the House of Commons to be printed, 16th August, 1853, p. 3.

Observations on the Hate of Mortality and Sicckess existing amongst Friendly Societies. By Henry Ratcliffe, 1862, p. 25.

Supplementary Report, July 1st. 1872, of the Independent Order of Odd Fellows, Manchester Unity Friendly Society, p. 20.

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5. Let lx denote the number of persons living at the age x according to any mortality table, nlx the number living at the age n years older than x, and -nlx the number living at the age n years younger than x; then, by Art. I, the probability of a person whose age is x living n years is Mathematical equation

Example 1. Probability of a person aged 18 living 7 years, or attaining the age of 25, according to the Manchester Unity Table of Mortality for 1866-70.

Mathematical equation

6. Of lx persons living at the age x, lxnlx is the number dying between the ages x and x+n, or within n years; then, by Art. 1, the probability of a person whose age is x dying within n years is Mathematical equation

Example 2. Probability of a person aged 18 dying within 7years, or before attaining the age of 25, according to the Manchester Unity Table of Mortality for 1866-70.

Mathematical equation

7. The ratio of the number of persons dying within a year to the number living at the beginning of the year is called the yearly rate of mortality. Thus, of 100,000 persons living at the age 18, 560 die within a year. Therefore 560÷100000×100=.5600, is the yearly mortality per cent., according to the Manchester Unity Table of Mortality for 1866-70.*

8. The average number of years which persons of the same age, one with another, live according to the given mortality table, is called the expectation, or average duration, of life.

* The number dying in each year of age being expressed in the Manchester Unity Table of Mortality by a whole number, decimal omitted, the correct number, including decimal, may be found by multiplying the mortality per cent. for each age by the number living at each age, and then dividing by 100. Thus the number dying in the 20th year of age is 5817 x 99440/100=578.442480, and so on. The decimal must be supplied as in column d of Table I. in calculating the rate of mortality per cent, for each age.

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Let ex denote the expectation, or average duration, of life of a person of the age x, z the number of years from age x to the oldest age attained by any life according to the table, and let us suppose that the persons dying in each year die at equal intervals therein. Then of lx persons living at the age x, lx1lx die in the first year, living among them ½(lx1lx) years, while those who attain the age x+1 live 1lx whole years; therefore the lx persons live in the first year, ½(lx1lx)+1lx=½(lx+1lx) years. Similarly lx persons live through life ½(lx+1lx)+½(1lx+2lx)+...+½(z−1lx+zlx)=½zlxlx+1lx+...+zlx) years, which divided by lx, gives Mathematical equation

This demonstrates the form of the rule.

The rule is, divide the sum of the numbers living at all the older ages by the number living at the given age, and then add half a year to the quotient.

The number in column L of Table I., opposite each age, is the sum of the numbers living at all the older ages; thus

Lx=1lx+2lx+3lx... to the last tabular age;

Lx=1lx+1Lx;

therefore Mathematical equation

By means of column L we are now enabled to compute the average duration of life by simple division.

Example 3. Average duration of life of a person aged 18, according to the Manchester Unity Table of Mortality for 1866-70.

Mathematical equation

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Age. Living. Dying. Mortality per Cent. Sum of the Numbers Living at all the older Ages. Average Duration of Life. X lx dx Lx o ex 18 100000 560.000000 .5600 4237040 42.87 19 99440 578.442480 .5817 4137600 42.11 20 98862 596.533308 .6084 4038738 41.35 21 98266 614.260766 .6251 3940472 40.60 22 97652 631.222528 .6464 3842820 39.85 23 97021 647.518154 .6674 3745799 39.11 24 96374 663.053120 .6880 3649425 38.37 25 95711 678.016724 .7081 8553714 37.63 26 95033 692.125339 .7283 3458681 36.89 27 94341 705.010293 .7473 3361340 36.16 28 93636 716.596308 .7653 3270704 35.43 29 92920 727.099000 .7825 3177784 34.70 30 92193 736.345491 .7987 3085591 33.97 31 91457 744.368523 .8139 2991134 33.24 32 90713 756 546420 .8340 2903421 32.51 33 89957 772.910544 .8592 2813464 31.78 34 89181 793.113312 .8893 2724280 31.05 35 88391 817.174795 .9245 2635389 30.32 36 87574 814.738804 .9646 2548315 29.60 37 86729 871.799908 1.0052 2461586 28.88 38 85558 897.387816 1.0152 2375728 28.17 39 81960 922.580640 10859 2290768 27.16 40 84037 946.760842 1.1266 2206731 26.76 41 83090 970.075750 1.1675 2123611 26.06 42 82119 993.968376 1.2104 2041522 25.36 43 81125 1018.413250 1.2554 1960397 24.67 44 80107 1043.313568 1.3021 1880290 23.97 45 79064 1068.549960 1.3515 1801226 23.28 46 77996 1093.971896 1.4026 1723230 22.59 47 76902 1125.691476 1.4638 1646328 21.91 48 75777 1163.252727 1.5351 1570551 21.23 49 71614 1206.135310 1.6165 1495937 20.55 50 73408 1253.735232 1.7079 1422529 19.88 51 72154 1305.482322 1.8093 1350375 19.22 52 70849 1357.821085 1.9165 1279526 18.56 53 69191 1410.111372 2.0292 1210035 17.91 54 68081 1462.243718 2.1478 1141954 17.27 55 66619 1513.583680 2.2720 1075335 16.64 56 65106 1563.715908 2.4018 1010229 16.02 57 63542 1625.785612 2.5586 946687 15.40 58 61916 1697.860552 2.7422 881771 14.79 59 60218 1778.117104 2.9528 824553 14.19

Table I. Rate of Mortality and the Average Duration of Lip among the Members of the Independent Order of Odd Fellow, Manchester Unity Friendly Society for 1866-70, in the Rural, Town, and City Districts combined.

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Age. Living. Dying. Mortality per Cent. Sum of the Numbers Living at all the older Ages. Average Duration of Life. X lx dx Lx o ex 60 58440 1864.352880 3.1902 766113 13 61 61 56576 1954.361344 3.4544 709537 13.04 62 54622 2032 102266 3.7203 654915 12.49 63 52589 2097.196731 3.9879 602326 11.95 64 50192 2149.545424 4 2572 551834 11.43 65 48343 2189.116069 4.5283 503191 10.91 66 46154 2215.853510 4.8010 457337 10.41 67 43938 2261.400984 5.1468 413399 9.91 68 41677 2319 533435 5.5655 371722 9.42 69 39358 2383.992776 6.0572 332364 8.94 70 36974 2148.011566 6.6209 295390 8.49 71 34526 2506 414970 7.2595 260864 8.06 72 32020 2510 656180 7.8109 228844 7.65 73 29510 2527 029830 8.5633 199334 7.25 74 26983 2490.503917 9.2299 172351 6.89 75 21493 2426.227594 9.9058 147858 6.54 76 22067 2337 160104 10.5912 125791 6 20 77 19730 2236 790100 11.3370 106061 5.88 78 17493 2124.209976 12 1432 88568 5.56 79 15369 1999.476162 13.0098 73199 5 26 80 13374 1863 921006 13.9369 59825 4 97 81 11510 1717 798440 14.9244 48315 4.70 82 9792 3565.799552 15.9906 38523 4.43 83 8226 1409.574156 17.1356 30297 4.18 84 6817 1257.013898 18.4394 23480 3.94 85 5560 1093 207200 19.6620 17920 3.72 86 4467 940 004211 21.0433 13453 3.51 87 3527 792 135984 22 4592 9926 3.31 88 2735 653.943970 23.9102 7191 3.13 89 2081 528.486598 25.3958 5110 2.96 90 1553 418 007033 26.9161 3557 2.79 91 1135 323 146985 28.4711 2422 2.63 92 812 244.233360 30.0780 1610 2.48 93 568 180.265024 31.7368 1042 2. 33 94 388 129.776688 33.4476 654 2.19 95 258 90.842574 35.2103 396 2.03 96 167 61.831583 37.0249 229 1.87 97 105 40.833765 38 8893 124 1.68 98 64 26 113216 40.8019 60 1.44 99 38 16 163791 42.5363 22 1.08 100 22 9.850032 44.7731 .50 As the returns for 1860-70 include few members after age 83, from that ago the rate of mortality for England and "Wales, according to the 12th Report of the Registrar General, pages 75 and 79, with slight modifications for locality, has been adopted in the Supplementary Report.