Which stats test to use in this situation

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Discussion Overview

The discussion revolves around selecting appropriate statistical tests to analyze life expectancy data from a cemetery, specifically comparing local averages to national figures and assessing changes in life expectancy related to vaccine development over the past century. The scope includes statistical methodology and data interpretation.

Discussion Character

  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant proposes comparing the average life expectancy of local citizens to the national average using data from a cemetery.
  • Another participant suggests that obtaining current life expectancy requires data on recent deaths and the age distribution in the town, highlighting the need for assumptions about the independence of burial and age at death.
  • A participant questions the feasibility of comparing the average life expectancy of a male born in the town in 1930 to the national average for that year, expressing that it should not be overly complicated.
  • Another participant acknowledges the possibility of such comparisons but emphasizes that simply counting gravestones from a specific year is insufficient for accurate analysis.

Areas of Agreement / Disagreement

Participants express differing views on the feasibility and methodology of comparing life expectancy data, indicating that the discussion remains unresolved with multiple competing perspectives on the appropriate statistical approach.

Contextual Notes

Limitations include potential biases in the data related to the demographics of those buried in the cemetery and the assumptions required for independence in age distribution and burial practices.

TrpnBils
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This is a two-fold statistical thing I want to pursue and I'm unsure of which test(s) to use. Using data of gender and age at time of death from a large, old cemetery in town I want to compare two things:

1. Average life expectancy of citizens of our town compared to the national average
2. Whether there is a noticeable difference in life expectancy after the development of major vaccines over the past 100 years.

I'm figuring I will lump ages into groups of 5 years (died at ages 0-5, 6-10, etc) so there will be multiple groups, not including separation of genders.

Thoughts?
 
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To get the current life expectancy, I think you will need data about recent deaths, together with the age distribution* in your town.
You also need the assumption (or data) that "gets buried at the cemetery" is independent of the age at time of death.

2. Whether there is a noticeable difference in life expectancy after the development of major vaccines over the past 100 years.
Same issue, and there it is even harder to get the age distribution in the living population. It might be a reasonable assumption that moves in/out of town are independent of the age*, in that case you can just count how frequent different ages are.* a simple example why this is relevant: imagine a small town with a big old people's home. Many old people will move to that town and die there. Does this mean that all inhabitants there reach that age? Of course not.
 
So is it even possible then to compare something like the average life expectancy of a male born in my town in 1930 to the national average for males in that year?

It doesn't seem like that should be that difficult
 
It is possible, but it is not easy. It is not sufficient to count gravestones for deaths in 1930 (or any other year).
 

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