Use the data set chick6.xls in Moodle to answer the following: In the chick6 data set y=per
Fantastic news! We've Found the answer you've been seeking!
Question:
Use the data set chick6.xls in Moodle to answer the following:
In the chick6 data set y=per capita chicken consumption, pounds per year; yd= disposable income per capita, hundreds of dollars; pc=price of chicken, cents per pound; pb=price of beef, cents per pound.
Before beginning you will want to inform STATA that this dataset are in the time-series format. To do this, generate a variable that identifies time. In STATA, type generate time=_n. Then type tsset time.
- Estimate the linear function for the demand for chicken using price of chicken (pc), price of beef (pb), and disposable income (yd) as independent variables. What is the price elasticity of chicken? Is it inelastic or elastic? Explain
- In STATA, calculate the correlation coefficients and VIF for the independent variables. Are there any signs of multicollinearity? Why or why not? Be sure to indicate in which variables multicollinearity is likely an issue.Explain.
- Formulate the hypothesis for the Ramsey RESET test. Then, perform the Ramsey RESET test in STATA. Are there any signs of biased results? Why or why not? Explain.
- Estimate the lin-log model of the equation in (a). Which model, the linear or the lin-log fits better? Explain.
- Estimate the log-log model of the equation in (a). What is the price elasticity of demand? Does this model fit better than the linear or lin-log? Explain.
Chick6 data
OBS | YEAR | Y | PC | PB | YD | TEMP | PRP |
1 | 1974 | 39.7 | 42.3 | 143.8 | 50.1 | -16 | 107.8 |
2 | 1975 | 38.69 | 49.4 | 152.2 | 54.98 | -4 | 134.6 |
3 | 1976 | 42.02 | 45.5 | 145.7 | 59.72 | -24 | 134 |
4 | 1977 | 42.71 | 45.3 | 145.9 | 65.17 | 16 | 125.4 |
5 | 1978 | 44.75 | 49.3 | 178.8 | 72.24 | 5 | 143.6 |
6 | 1979 | 48.35 | 50 | 222.4 | 79.67 | 13 | 152.5 |
7 | 1980 | 48.47 | 53.5 | 233.6 | 88.22 | 21 | 147.5 |
8 | 1981 | 50.37 | 53.8 | 234.7 | 97.65 | 49 | 161.2 |
9 | 1982 | 51.52 | 51.5 | 238.4 | 104.26 | 4 | 185.6 |
10 | 1983 | 52.55 | 56 | 234.1 | 111.31 | 35 | 179.7 |
11 | 1984 | 54.61 | 61.5 | 235.5 | 123.19 | 11 | 171.4 |
12 | 1985 | 56.42 | 56.2 | 228.6 | 130.37 | 4 | 170.8 |
13 | 1986 | 57.7 | 63.1 | 226.8 | 136.49 | 18 | 188.8 |
14 | 1987 | 61.94 | 53.1 | 238.4 | 142.41 | 35 | 199.4 |
15 | 1988 | 63.8 | 62.1 | 250.3 | 152.97 | 46 | 194 |
16 | 1989 | 66.88 | 64.2 | 265.7 | 162.57 | 32 | 193.5 |
17 | 1990 | 70.34 | 60.5 | 281 | 171.31 | 64 | 224.9 |
18 | 1991 | 73.26 | 57.7 | 288.3 | 176.09 | 52 | 224.2 |
19 | 1992 | 76.39 | 59 | 284.6 | 184.94 | 18 | 209.5 |
20 | 1993 | 78.27 | 27.1 | 293.4 | 188.72 | 27 | 209.1 |
21 | 1994 | 79.65 | 26.2 | 282.9 | 195.55 | 48 | 209.5 |
22 | 1995 | 79.27 | 26.9 | 284.3 | 202.87 | 71 | 206.1 |
23 | 1996 | 80.61 | 28 | 280.2 | 210.91 | 36 | 233.7 |
24 | 1997 | 83.1 | 33.2 | 279.5 | 219.4 | 60 | 245 |
25 | 1998 | 83.76 | 33.4 | 277.1 | 231.61 | 89 | 242.7 |
26 | 1999 | 88.98 | 39.5 | 287.8 | 239.68 | 60 | 241.4 |
27 | 2000 | 90.08 | 43 | 306.4 | 254.69 | 62 | 258.2 |
28 | 2001 | 89.71 | 43.4 | 337.7 | 262.24 | 74 | 269.4 |
29 | 2002 | 94.37 | 43.9 | 331.5 | 271.45 | 85 | 265.8 |
Related Book For
Introductory Econometrics A Modern Approach
ISBN: 978-0324660548
4th edition
Authors: Jeffrey M. Wooldridge
Posted Date: