A researcher estimated the following regression equation ,
Yt from the use of various amounts , X1 and X2 on a hectare
basis using time series data from 2001 to 2010.
The operation model is:
Yt = B0 + B1X1 + B2X2 + ei
The estimated regression equation is:
Yt = 31.98 + 0.65X1 + 1.10X2
(0.24) (0.27) (0.25)
Adjusted R2 = 0.989
Figures in parenthesis are standard error of estimates.
i) Estimate the t-values for each of the coefficients
ii) Interpret the results
Income(Y) = Consumption + Investment ........................1
Income(Y) = Consumption + Savings ....................2
From 1 and 2, we get:
Investment = Savings
Step 2
autonomous investment = 2,000 shillings
consumption function , c=800 + 0.25Y
Y = 800 + 0.25Y + 2000
⇒
⇒Y - 0.25Y = 2800
⇒
⇒Y =1
0.75
10.75×
× 2800 (where 1.75 is multiplier and 2800 is autonomous expenditure)
⇒
⇒Y = 3733.33
Income=3733.33shillings
Consumption=800 + 0.25(3733.33) = 1733.33shillings
Step 3
When investment increases by 250, national income increases by:
multiplier×
×250=1
0.75
10.75×250
×250 = 333.33shillings
Step 4
When the level of planned investment is to the ceilings and the saving function is S=-800 + 0.25Y, then
Y = Consumption + Savings
⇒
⇒Y = 1733.33 + (-800 + 0.25Y)
⇒
⇒Y - 0.25Y = 933.33
⇒
⇒Y = 1244.44
Income = 1244.44shillings
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