Question
Need help with the 4 elasticities info below Point Price Elasticity of Demand Arc Price Elasticity of Demand Income Elasticity of Demand Cross-Price Elasticity of
Need help with the 4 elasticities info below
Point Price Elasticity of Demand
Arc Price Elasticity of Demand
Income Elasticity of Demand
Cross-Price Elasticity of Demand
use information below for calculations
Demand equation
QDX = A -B PX + C PY + D M
where QDX = quantity demanded of good X (corn)
PX = market per unit price of good X (corn)
M = average consumer income
PY = price of the related good in consumption good Y (barley).
A = the intercept.
B,C,D = The estimated regression coefficients. Each regression coefficient represents the change in y relative to a one-unit change in the respective independent variable.
Based on the multiple liner regression analysis (Exhibit E) we can determine the equation as follows.
QDX = 6.86 -0.63 PX + 1.3 PY + .0006 M
QDX is the predicted or expected value of the dependent variable .
Px, Py, M are the three independent or predictor variable,
The value of QDX when all the independent variables are equal to zero is 6.86.
Interpretation of Parameter Estimates
QDX = A -B PX + C PY + D M
QDX = 6.86 -0.63 PX + 1.3 PY + .0006 M
Parameter estimate B: -0.63= change in QD/Change in P of corn
When holding all other variables affecting the demand of Corn constant, the relationship between QD of corn and P of corn is inversely related, thus the $1 increase in P corn will decrease the quantity demanded by -0.63.
Parameter estimate C : 1.3 = Change in QD of corn/Chanage in P barley
When holding all other variables affecting the demand of Corn constant, the relationship between QD corn and P barley is positively related, thus the $1 increase in P of corn will increase the quantity demanded by 1.3.
Parameter estimate D : 0.0006 = Change in QD of corn/Chanage in income
When holding all other variables affecting the demand of Corn constant, the relationship between QD corn and income is positively related, thus $1 increase in income will increase the quantity demanded by 0.0006.
Verify Significance
If the absolute value of the t-statistic is greater than 2, we conclude that the estimated coefficient is statistically significant at the .05 level.
Since t-stat of corn is -1.5the coefficient of price of corn -0.63 is less significant at 0.05 level.
Since the t-stat of Barley is 2.81which is > 2then the estimated coefficient of Barley = 1.3 is significant at the value of 0.05 level. Therefore we can be 95% confident that the price of barley has an impact on the quantity demanded of corn.
Since the t-stat of Income is 11 which is > 2then the estimated coefficient of Income = 0.0006 is significant at the value of 0.05 level. Therefore we can be 95% confident that income has an impact on the quantity demanded of corn.
Reduced demand equation
QDX = 6.86 -0.63 PX + 1.3 PY + .0006M
In this section we will be finding the reduced demand equation by holding price of barley and Income constant at year 2022
QDX = 6.86 -0.63 PX + 1.3 (7.3) + .0006(45,411)
= 6.86 -0.63Px + 9.49 + 27.25
= 43.6-0.63Px
Now let us plug the price of corn for year 2022
QDx = 43.6-0.63(6.6)
= 43.6 - 4.158
= 39.44 which is relatively close to the actual consumption of 36.
Disclaimer regarding Data:
The data collected for national income is per capita bases. The data found for consumption was per million per bushels and we had to divid it per population to find the per capital consumption. The corn consumption data found from USDA site is the total domestic use of corn but does not specify what type of use so we assume the total domestic use is the total national demand. We also used the yearly average data instead of monthly or quarterly. Even though we feel confident in the result of our analysis we strongly agree that with the use of first hand data and actual numbers a better result could be achieved.
Graph of Demand Curve:
In order for us to draw a graph we have to find the value of QD of corn when Price of corn is zero and we have to find the Price of corn when QD of corn is zero. This can be easily done by using the reduced equation.
QDx =43.6-0.63Px
when Px = 0 QDX = 43.6
When QDx = 0 Px = 69.2
Exhibit D | ||||||
Year | Corn Consumption in million | population in million | Corn Consumption per capita | Price of Corn | Price of Barley | Average Personal Income |
1975 | 4103 | 215.97 | 19 | 2.54 | 2.42 | 19910 |
1976 | 4144 | 218.04 | 19 | 2.15 | 2.25 | 20347 |
1977 | 4311 | 220.24 | 20 | 2.02 | 1.78 | 20778 |
1978 | 4882 | 222.58 | 22 | 2.25 | 1.92 | 21498 |
1979 | 5203 | 225.06 | 23 | 2.52 | 2.27 | 21676 |
1980 | 4891 | 227.22 | 22 | 3.11 | 2.79 | 21580 |
1981 | 4978 | 229.47 | 22 | 2.5 | 2.48 | 21887 |
1982 | 5428 | 231.66 | 23 | 2.55 | 2.18 | 22157 |
1983 | 4806 | 233.79 | 21 | 3.21 | 2.47 | 22714 |
1984 | 5182 | 235.82 | 22 | 2.63 | 2.29 | 24061 |
1985 | 5267 | 237.92 | 22 | 2.23 | 1.98 | 24566 |
1986 | 5893 | 240.13 | 25 | 1.5 | 1.61 | 25269 |
1987 | 6041 | 242.29 | 25 | 1.94 | 1.81 | 25597 |
1988 | 5232 | 244.5 | 21 | 2.54 | 2.8 | 26558 |
1989 | 5753 | 246.82 | 23 | 2.36 | 2.42 | 27080 |
1990 | 6034 | 249.62 | 24 | 2.28 | 2.14 | 27304 |
1991 | 6331 | 252.98 | 25 | 2.37 | 2.1 | 27137 |
1992 | 6808 | 256.51 | 27 | 2.07 | 2.04 | 27896 |
1993 | 6293 | 259.92 | 24 | 2.5 | 1.99 | 27991 |
1994 | 7175 | 263.13 | 27 | 2.26 | 2.03 | 28410 |
1995 | 6321 | 266.28 | 24 | 3.24 | 2.89 | 29011 |
1996 | 6991 | 269.39 | 26 | 2.71 | 2.74 | 29585 |
1997 | 7287 | 272.65 | 27 | 2.43 | 2.38 | 30303 |
1998 | 7314 | 275.85 | 27 | 1.94 | 1.98 | 31712 |
1999 | 7578 | 279.04 | 27 | 1.82 | 2.13 | 32410 |
2000 | 7799 | 282.16 | 28 | 1.85 | 2.11 | 33644 |
2001 | 7911 | 284.97 | 28 | 1.97 | 2.22 | 34216 |
2002 | 7903 | 287.63 | 27 | 2.32 | 2.72 | 34894 |
2003 | 8330 | 290.11 | 29 | 2.42 | 2.83 | 35473 |
2004 | 8842 | 292.81 | 30 | 2.06 | 2.48 | 36324 |
2005 | 9134 | 295.52 | 31 | 2 | 2.53 | 36525 |
2006 | 9081 | 298.38 | 30 | 3.04 | 2.85 | 37570 |
2007 | 10300 | 301.23 | 34 | 4.2 | 4.02 | 38094 |
2008 | 10159 | 304.09 | 33 | 4.06 | 5.37 | 38189 |
2009 | 11062 | 306.77 | 36 | 3.55 | 4.66 | 37815 |
2010 | 11202 | 309.32 | 36 | 5.18 | 3.86 | 38282 |
2011 | 10943 | 311.56 | 35 | 6.22 | 5.35 | 38769 |
2012 | 10353 | 313.83 | 33 | 6.89 | 6.43 | 39731 |
2013 | 11535 | 315.99 | 37 | 4.46 | 6.06 | 38947 |
2014 | 11883 | 318.3 | 37 | 3.7 | 5.3 | 40117 |
2015 | 11765 | 320.64 | 37 | 3.61 | 5.52 | 41383 |
2016 | 12353 | 322.94 | 38 | 3.36 | 4.96 | 41822 |
2017 | 12361 | 324.99 | 38 | 3.36 | 4.47 | 42669 |
2018 | 12220 | 326.69 | 37 | 3.61 | 4.62 | 43826 |
2019 | 12185 | 328.24 | 37 | 3.56 | 4.69 | 45105 |
2020 | 12074 | 331.5 | 36 | 4.53 | 4.75 | 47729 |
2021 | 12484 | 331.89 | 38 | 6 | 5.31 | 48534 |
2022 | 11955 | 332.84 | 36 | 6.6 | 7.3 | 45411 |
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