Statistics Questions

Question 1:

A researcher believes that traffic fatalities increase when roads are cold and icy and thinks that thereforestates that are colder will have more fatalities than other states. Comment on the following methods designedto estimate the effect of snow on fatalities: a. The researcher collects data on the average temperature for each state and adds this regressor(AverageT empi) to the regression estimated two-way fixed effect: F atalityRateit = BeerT axit +DrinkingAgeit + vi + λt + uit b. The researcher collects data on average temperature in each state for each year in the sample(AverageT empit) and adds this regressor to the regression in part (a). c. The researcher collects data on temperature anomalies (difference between the annual temperatureand the long-run average in that state) for each year in the sample (T empAnomalyit) and adds thisregressor to the regression in part (a). Question 1:
A researcher believes that traffic fatalities increase when roads are cold and icy and thinks that therefore
states that are colder will have more fatalities than other states. Comment on the following methods designed
to estimate the effect of snow on fatalities:
a. The researcher collects data on the average temperature for each state and adds this regressor
(AverageTemp;) to the regression estimated two-way fixed effect: Fatality Rateit= BeerTaxit +
Drinking Ageit + v₁ + λ£ + Uit
b. The researcher collects data on average temperature in each state for each year in the sample
(AverageTempit) and adds this regressor to the regression in part (a).
c. The researcher collects data on temperature anomalies (difference between the annual temperature
and the long-run average in that state) for each year in the sample (TempAnomalyit) and adds this
regressor to the regression in part (a).