Survival probability of the ancestors of the indigenous people of Canada who migrated during the last glacial maximum

Kibo Nagasaki, Shinya Nagasak
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Abstract

The purpose of this study is to examine the survival probability of the ancestors of the indigenous people of Canada during their migration to the last glacial maximum. The ancestors of the Indigenous people of Canada are believed to have migrated during the Last Glacial Maximum under severe ice-age conditions. However, the possibility of their survival is unclear. Creating a mathematical model, the survival probability of Indigenous ancestors who migrated to Canada and the effects of different factors were studied. Using logistic regression analysis, we evaluated the effects of different factors, such as the mean female life expectancy, average childbirth interval, and marriage age, on their survival probability. The results suggested that a polygamous community was more likely to survive. The survival probability was maximized in the cases of monogamy/unintentional migration (0.60), polygamy/unintentional migration (0.87), and marriage age of 15 years/monogamy/unintentional migration (0.76). However, the survival probability was low for many possible combinations of the mean female life expectancy and the average childbirth interval. The low survival probability would demonstrate the levels of resourcefulness, bravery, and wisdom that the Indigenous ancestors possessed to survive. A problem was that the available data on mortality and fertility were not specific to the ancestors of the Indigenous people of Canada. In the future, the accuracy of the survival probability of the ancestors of the Indigenous people of Canada will improve once quantitative research data on the ancestors’ life expectancy and childbirth are available.
加拿大土著居民祖先在末次冰川极盛时期迁徙的生存概率
本研究的目的是考察加拿大土著居民祖先在末次冰川极盛时期迁徙过程中的生存概率。据信,加拿大原住民的祖先是在末次冰川极盛时期的严酷冰河条件下迁徙的。然而,他们生存的可能性并不明确。我们创建了一个数学模型,研究了迁徙到加拿大的土著祖先的生存概率以及不同因素的影响。通过逻辑回归分析,我们评估了女性平均预期寿命、平均生育间隔和结婚年龄等不同因素对其生存概率的影响。结果表明,一夫多妻制社区更有可能存活下来。在一夫一妻制/无意迁移(0.60)、一夫多妻制/无意迁移(0.87)和结婚年龄为 15 岁/一夫一妻制/无意迁移(0.76)的情况下,生存概率最大。然而,在女性平均预期寿命和平均生育间隔的许多可能组合中,存活概率都很低。较低的存活概率表明了土著祖先为生存所具备的机智、勇敢和智慧。一个问题是,现有的死亡率和生育率数据并不针对加拿大土著人的祖先。今后,一旦有了关于加拿大土著人祖先预期寿命和生育率的定量研究数据,加拿大土著人祖先生存概率的准确性就会提高。
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