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ECO601 Business Econometrics Assignment No 01 Fall 2019 Solution & Discussion Due Date: 21-11-2019
ECO601 BUSINESS ECONOMETRICS Assignment 1 Solution/Discussion Fall 2019
SEMESTER FALL 2019
BUSINESS ECONOMETRICS (ECO601)
DUE DATE: 21ST NOVEMBER, 2019
MARKS: 10
The Case:
Expansionary monetary policy didn’t play its role effectively in the increase in exports as it was expected to be done similar in 2013-2014. The present government of Pakistan is trying its best to increase the exports and reduce the imports. For this purpose, government uses the tight monetary policy. Government increases the interest rate and also tries to bring the exchange rate at adjustable position. Remittances also play vital role in decreasing current account deficit. Remittances and Exports play role to increase the economic growth of the country. In this assignment, Growth rate is taken as a function of exports, remittances, and Capital .In order to find out the effect of these variables on Growth rate, following model has been proposed for estimation:
Growth rate = β0 + β1 (Exports) + β2 (Remittances) + β3 (Capital) + …………. (1)
Model (1) can also be written as:
…………… (2)
In model (2):
: Real GDP Growth Rate (Percent)
: Exports of Principal Commodities (Million Dollars)
: Workers’ Remittances (Million Dollars)
: Gross Fixed Capital Formation (Million Rupees)
: Intercept term
: Error term
: Slope Coefficients.
Data on these variables is taken from 1995 to 2015. Data has been taken from “State bank of Pakistan website”.
Years |
Economic Growth (GDP) |
Exports (E) |
Workers’ Remittances (R) |
Gross Fixed Capital Formation (K) |
1995 |
4.1 |
8,137.2 |
1,866.10 |
317,845 |
1996 |
6.6 |
8,707.1 |
1,461.17 |
368,424 |
1997 |
1.7 |
8,320.3 |
1,409.47 |
396,859 |
1998 |
3.5 |
8,627.7 |
1,489.55 |
402,845 |
1999 |
4.2 |
7,779.3 |
1,060.19 |
409,357 |
2000 |
3.9 |
8,568.6 |
983.73 |
607,410 |
2001 |
2.0 |
9,201.6 |
1,086.57 |
659,325 |
2002 |
3.1 |
9,134.6 |
2,389.05 |
680,373 |
2003 |
4.7 |
11,160.2 |
4,236.85 |
736,433 |
2004 |
7.5 |
12,313.3 |
3,871.58 |
844,836 |
2005 |
9.0 |
14,391.1 |
4,168.79 |
1,134,942 |
2006 |
5.8 |
16,451.2 |
4,600.12 |
1,711,522 |
2007 |
5.54 |
16,976.2 |
5,493.65 |
1,960,232 |
2008 |
4.99 |
19,052.3 |
6,451.24 |
2,066,941 |
2009 |
0.36 |
17,688.0 |
7,811.43 |
2,263,636 |
2010 |
2.58 |
19,290.0 |
8,905.90 |
2,504,231 |
2011 |
3.62 |
24,810.4 |
11,200.97 |
2,288,325 |
2012 |
3.84 |
23,624.3 |
13,186.62 |
2,701,458 |
2013 |
3.65 |
24,460.5 |
13,921.66 |
2,990,126 |
2014 |
4.03 |
25,109.6 |
15,837.71 |
3,354,999 |
2015 |
4.24 |
23,667.3 |
18,720.00 |
3,701,627 |
Requirements:
Using above information, estimate the multiple regression model by using Microsoft Excel Data Analysis Tool and find out as well as interpret coefficients and R square value:
Note: You are required to give interpretation of required regression/estimation results in tabular form given below:
Dependent Variable: Growth Rate (
R square value |
|
R square interpretation |
|
Adjusted R square value |
|
F-value |
|
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