Question: QUESTION 18 Consider a model for the Demand for Bicycles. The model is estimated using time series data and 30 monthly observations and where Q=f(P,

QUESTION 18

  1. Consider a model for the Demand for Bicycles. The model is estimated using time series data and 30 monthly observations and where Q=f(P, Y, W, D). Q is quantity demanded, P is the real price of bicycles, Y is real income, W is real wealth and D indicates if the month is in the summer. D=1 if a summer month and D=0 if the month observed is not in the summer. The model is estimated by OLS and results are provided below with t-statistics shown within parenthesis below the estimated coefficients:

    Q-hat =

    4231

    -2.31P +

    543.21Y +

    21.4W +

    35.41 D

    (1.78)

    (-2.07)

    (10.21)

    (4.78)

    (2.66)

    The coefficient of D is significantly

    different from zero (two-tail) at both the 1% and 5% levels

    different from zero (two-tail) at the 5% significance level

    different from zero (two-tail) at the 1% significance level

    not different from zero at either the 5% or 1% (two-tail) level

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