MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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- Economist A.W. Phillips was one of the first economists to present compelling evidence of the
correlation between unemployment and wage inflation. Since wages and salaries are a major input cost for companies, rising wages should lead to higher prices for products and services in an economy, ultimately pushing the overall inflation rate higher. As a result, Phillips graphed the relationship between general price inflation and unemployment, rather than wage inflation. Data on unemployment (independent) and inflation (dependent) from the Federal Reserve is on the Excel workbook.- Find the equation for the regression line for this data.
- Find the
correlation coefficient and R2. - Using the data, is the correlation statistically significant at the 1% level?
Federal Reserve Economic Data | |||
https://fred.stlouisfed.org/graph/?g=3obN | |||
Observation date | Unemployment Rate | Inflation Rate | |
1 | 1960-01-01 | 5.2 | 1.2 |
2 | 1961-01-01 | 6.6 | 1.6 |
3 | 1962-01-01 | 5.8 | 0.7 |
4 | 1963-01-01 | 5.7 | 1.3 |
5 | 1964-01-01 | 5.6 | 1.6 |
6 | 1965-01-01 | 4.9 | 1.1 |
7 | 1966-01-01 | 4.0 | 1.9 |
8 | 1967-01-01 | 3.9 | 3.2 |
9 | 1968-01-01 | 3.7 | 3.6 |
10 | 1969-01-01 | 3.4 | 4.7 |
11 | 1970-01-01 | 3.9 | 6.2 |
12 | 1971-01-01 | 5.9 | 5.3 |
13 | 1972-01-01 | 5.8 | 3.3 |
14 | 1973-01-01 | 4.9 | 3.6 |
15 | 1974-01-01 | 5.1 | 9.6 |
16 | 1975-01-01 | 8.1 | 11.8 |
17 | 1976-01-01 | 7.9 | 6.7 |
18 | 1977-01-01 | 7.5 | 5.2 |
19 | 1978-01-01 | 6.4 | 6.8 |
20 | 1979-01-01 | 5.9 | 9.3 |
21 | 1980-01-01 | 6.3 | 13.9 |
22 | 1981-01-01 | 7.5 | 11.8 |
23 | 1982-01-01 | 8.6 | 8.3 |
24 | 1983-01-01 | 10.4 | 3.7 |
25 | 1984-01-01 | 8.0 | 4.3 |
26 | 1985-01-01 | 7.3 | 3.5 |
27 | 1986-01-01 | 6.7 | 4.0 |
28 | 1987-01-01 | 6.6 | 1.4 |
29 | 1988-01-01 | 5.7 | 4.1 |
30 | 1989-01-01 | 5.4 | 4.5 |
31 | 1990-01-01 | 5.4 | 5.2 |
32 | 1991-01-01 | 6.4 | 5.6 |
33 | 1992-01-01 | 7.3 | 2.7 |
34 | 1993-01-01 | 7.3 | 3.3 |
35 | 1994-01-01 | 6.6 | 2.5 |
36 | 1995-01-01 | 5.6 | 2.9 |
37 | 1996-01-01 | 5.6 | 2.8 |
38 | 1997-01-01 | 5.3 | 3.0 |
39 | 1998-01-01 | 4.6 | 1.6 |
40 | 1999-01-01 | 4.3 | 1.7 |
41 | 2000-01-01 | 4.0 | 2.8 |
42 | 2001-01-01 | 4.2 | 3.7 |
43 | 2002-01-01 | 5.7 | 1.2 |
44 | 2003-01-01 | 5.8 | 2.8 |
45 | 2004-01-01 | 5.7 | 2.0 |
46 | 2005-01-01 | 5.3 | 2.8 |
47 | 2006-01-01 | 4.7 | 4.0 |
48 | 2007-01-01 | 4.6 | 2.1 |
49 | 2008-01-01 | 5.0 | 4.3 |
50 | 2009-01-01 | 7.8 | -0.1 |
51 | 2010-01-01 | 9.8 | 2.6 |
52 | 2011-01-01 | 9.1 | 1.7 |
53 | 2012-01-01 | 8.3 | 3.0 |
54 | 2013-01-01 | 8.0 | 1.7 |
55 | 2014-01-01 | 6.6 | 1.6 |
56 | 2015-01-01 | 5.7 | -0.2 |
57 | 2016-01-01 | 4.8 | 1.2 |
58 | 2017-01-01 | 4.7 | 2.5 |
59 | 2018-01-01 | 4.0 | 2.1 |
60 | 2019-01-01 | 4.0 | 1.5 |
61 | 2020-01-01 | 3.5 | 2.5 |
62 | 2021-01-01 | 6.3 | 1.4 |
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