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They have the same form for any variables, but the numerical coefficients can be different.
Either.
Population Parameter
The answer is Statistics
It is a characteristic that is being studied which is different for different members of the population. The characteristic need not be numeric and the population need not be people - for example, you could be studying the colour of cars.