Economic Analysis

Please see attached

Analyzing and understanding data is an important part of decision making. Econometrics is defined as the statistical methods used to analyze data and make informed decisions. For this assignment, you are required to research data related to an economic issue or situation relevant to your organization or a business organization in general. Use the Bureau of Economic Analysis website to choose data for this assignment. In addition, review the articles in Topic Materials relating to econometrics. Analyze the data you have selected to determine how to use them to make appropriate economic decisions for an organization. As you are analyzing the data, apply econometrics methods (linear regression, statistical mathematics, nonlinear regression, or another relevant model) to validate data and determine strategies and solutions for the economic data retrieved. Please review the “Sample Econometrics Problem” resource to assist you in completing this assignment.

Write a summary (500-750 words) to discuss your data findings and the proposed solutions generated based on applying econometrics and analyzing the data. You are required to submit the selected data, methods for testing and validating data, and the economic decisions you have established based on analysis of the data.

Prepare this assignment according to the guidelines found in the APA Style Guide. An abstract is not required.

2

>Sheet

1 DSPIC

9 6 PCE pch Percent Change

pch Percent Change
q Monthly

q Monthly
0

3

/01/

19 7

0 19

5

9-01-01 to

20 15

–

11

-01

03/01/19

70

19

59

-01-01 to 2015-11-01
Real Disposable Personal Income Personal Consumption Expenditures US. Bureau of Economic Analysis

US. Bureau of Economic Analysis
date value

date value
01/01/1

97

0 1.0

01/01/1970

1.

8 0

4

/01/1970 1.2

04/01/1970

1.6 07/01/1970

1.6 07/01/1970

1.9 10

/01/1970 –

0.3

10/01/1970 1.0
01/01/19

71 2.0

01/01/1971

2.9 04/01/1971 1.5

04/01/1971

2.1 07/01/1971 0.5

07/01/1971

1.8 10/01/1971

1.2 10/01/1971

2.3 01/01/19

72

0.5 01/01/1972

2.4 04/01/1972

1.0 04/01/1972

2.5 07/01/1972

1.9 07/01/1972 2.4
10/01/1972 4.0

10/01/1972

3.2 01/01/19

73 0.7

01/01/1973

3.1 04/01/1973 0.8

04/01/1973 1.9
07/01/1973 0.4

07/01/1973

2.2 10/01/1973 1.1

10/01/1973 1.8
01/01/19

74 -1.6

01/01/1974 2.1
04/01/1974 –

0.9

04/01/1974 3.2
07/01/1974 0.1

07/01/1974 3.1
10/01/1974 -0.1

10/01/1974 1.0
01/01/19

75 –

0.2

01/01/1975

2.7 04/01/1975 4.6

04/01/1975 2.9
07/01/1975 -1.5

07/01/1975

3.3 10/01/1975

0.8 10/01/1975

2.8 01/01/19

76

1.2 01/01/1976 3.1
04/01/1976

0.5 04/01/1976 1.8
07/01/1976

0.7 07/01/1976

2.6 10/01/1976 0.6

10/01/1976 2.9
01/01/19

77 –

0.0

01/01/1977

3.0

SUMMAR

Y

OUTPUT

04/01/1977

1.2 04/01/1977 2.3
07/01/1977

1.5 07/01/1977 2.5

Regression

Statistics 10/01/1977

1.9 10/01/1977 3.0

Multiple R 0.

16 48

7

28 67

9 01/01/19

78

0.7 01/01/1978 2.3

R Square 0.0

27 18

3

06

26 04/01/1978

1.0 04/01/1978

4.2 Adjusted R Square 0.0

21 80

8

38 34 07/01/1978

0.7 07/01/1978 2.2

Standard Error 0.

86 44 32

07

49 10/01/1978

0.8 10/01/1978 2.7

Observation

s

1

83 01/01/19

79

1.1 01/01/1979 2.4
04/01/1979 -0.9

04/01/1979 2.7

ANOVA 07/01/1979

0.5 07/01/1979

3.5 df SS MS F Significance F 10/01/1979

0.4 10/01/1979 2.7 Regression 1

3.77

92

6706

33

3.7792670

63

3

5.0

57 61 58 13

7 0.0

25

7

23 42

01 01/01/1

98

0

0.3 01/01/1980 2.8

Residual 1

81 1

35

.2

50 94 89 95

7 0.7

47 24

28

12

1 04/01/1980

-1.5 04/01/1980 0.1

Total 1

82 1

39

.0

30

21

60

59 07/01/1980

1.2 07/01/1980

3.4 10/01/1980

2.0 10/01/1980

3.8 Coefficients

Standard Error

t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% 01/01/1981 -0.3

01/01/1981 3.0

Intercept 1.5

41

0

84

4848 0.080

46 17 91

7 19.15

29

97

36 45 2.

139

7721

14

8

179

1E-45 1.3

823207338 1.

69

98482358

1.3823207338 1.6

99

8482358
04/01/1981 -0.0

04/01/1981

1.7

X Variable 1

0.1

52 31

02318 0.067726

114

5 2.24891

43

633

0.0257234201

0.0186759719 0.2

85

9444916

0.0186759719 0.2859444916

07/01/1981

2.0 07/01/1981 2.0
10/01/1981

0.2 10/01/1981 0.8
01/01/1982

0.1 01/01/1982 1.9
04/01/1982

0.6 04/01/1982 1.3

RESIDUAL OUTPUT PROBABILITY OUTPUT 07/01/1982

0.5 07/01/1982 2.4
10/01/1982

0.5 10/01/1982 3.0 Observation

Predicted Y

Residuals

Percentile

Y

01/01/1983

0.9 01/01/1983 1.8 1

1.6

90

3

54

6043 0.09

56

4

53

957 0.273

22 40

4

37 -2.

62

027 04/01/1983

0.7 04/01/1983 2.9 2

1.72

109

99477 -0.

156 129

9477 0.81

96

72

131

1 -0.90673 07/01/1983

1.5 07/01/1983 3.1 3

1.7790478985 0.0

88 65

2

101

5 1.3

66 120

2186 -0.04975 10/01/1983

2.2 10/01/1983 2.3 4

1.502254

51

43 -0.4785745

143 1.9

125 68

306 -0.00512 01/01/1984

2.0 01/01/1984 1.9 5

1.846324851 1.027235

149 2.4590

163 93

4 0.

140 64 04/01/1984

1.7 04/01/1984 2.4 6

1.76356

55

635 0.3093544365 3.0054644809 0.14932 07/01/1984 1.4

07/01/1984 1.6 7

1.6222978235 0.163672

176

5 3.5519125683 0.28824 10/01/1984

0.8 10/01/1984 2.0 8

1.7

183

827332 0.5739572668 4.0983606557 0.44258 01/01/1985 -0.2

01/01/1985 2.9 9

1.6

112

720858 0.7680379

142 4.64480

87

432 0.45246 04/01/1985

1.9 04/01/1985 1.8 10

1.6967120334 0.8029479666 5.1912568306 0.47644 07/01/1985

-0.3 07/01/1985 2.7 11

1.8334546364 0.6052453636 5.737704918 0.48222 10/01/1985

1.2 10/01/1985 0.9 12

2.

145

6936578 1.0456563422 6.284

153

0055 0.54356 01/01/1986

1.2 01/01/1986 1.6 13

1.6489475447 1.4062924553 6.8306010929 0.59227 04/01/1986

1.3 04/01/1986 1.0 14

1.6625473253 0.225

162

6747 7.377049

180

3 0.64985 07/01/1986

0.7 07/01/1986 2.3 15

1.6073028812 0.589847

118

8 7.9234972678 0.67032 10/01/1986

0.2 10/01/1986 1.2 16

1.7085968008 0.0461931992 8.4699453552 0.68344 01/01/1987

0.8 01/01/1987 1.1 17

1.2904625677 0.788

107

4323 9.0163934426 0.68677 04/01/1987 -1.0

04/01/1987 2.4 18

1.398450522 1.790179478 9.5628415301 0.70372 07/01/1987

1.8 07/01/1987 2.1 19

1.5558722852 1.5667577

148 10.1092896

175 0.72

165 10/01/1987

1.3 10/01/1987 1.1 20

1.52

164

6653 -0.491256653 10.6557377049 0.73643 01/01/1988

1.5 01/01/1988 2.6 21

1.5

169

509286 1.2096590714 11.2021857923 0.74682 04/01/1988

1.0 04/01/1988 1.8 22

2.2483248612 0.659185

138

8 11.7486338798 0.76484 07/01/1988

1.0 07/01/1988 2.1 23

1.3193999886 2.0080300114 12.2950819672 0.81907 10/01/1988

1.0 10/01/1988 2.2 24

1.65791

100

19 1.0955189981 12.8415300546 0.83813 01/01/1989

1.2 01/01/1989 1.6 25

1.71893

105 1.4

150

4895 13.3879781421 0.847 04/01/1989

-0.3 04/01/1989 1.8 26

1.62045

182

35 0.

141

6581765 13.9344262295 0.87777 07/01/1989

0.7 07/01/1989 1.6 27

1.6532457395 0.944 154

2605 14.4808743169 0.92787 10/01/1989

0.8 10/01/1989 1.2 28

1.6319

146

915 1.2786153085 15.0273224044 0.93982 01/01/1990

0.8 01/01/1990 2.3 29

1.5363506828 1.4341093

172 15.5737704918

0.944
04/01/1990

0.6 04/01/1990 1.2 30

1.7304655039 0.5367244961 16.1202185792 0.94766 07/01/1990

0.0 07/01/1990 1.7 31

1.774544085 0.704595915 16.6666666667 0.96289 10/01/1990 -0.8

10/01/1990 0.5 32

1.8351468031 1.

126

7831969 17.2131

147

541 0.96701 01/01/1991

0.2 01/01/1991 0.1 33

1.649182

102

5 0.6024978975 17.7595628415 0.97776 04/01/1991

0.7 04/01/1991 1.4 34

1.6915624245 2.5432275755 18.306010929 0.99689 07/01/1991

0.4 07/01/1991 1.2 35

1.6507874523 0.5324925477 18.8524590164 0.99834 10/01/1991

0.9 10/01/1991 0.7 36

1.6612009029 1.0493490971 19.398907

103

8 1.0

133

1 01/01/1992

2.1 01/01/1992 2.5 37

1.7026795483 0.6939804517 19.9453551913 1.02368 04/01/1992

1.0 04/01/1992 1.4 38

1.410

167

7482 1.2525522518 20.4918032787 1.02504 07/01/1992

0.4 07/01/1992 1.7 39

1.6133267508 1.8769032492 21.03825

136

61 1.03039 10/01/1992

0.3 10/01/1992 1.9 40

1.6069662755 1.0848637245 21.5846994536 1.03162 01/01/1993

0.6 01/01/1993 1.0 41

1.5933634487 1.2388165513 22.131147541 1.06883 04/01/1993

0.2 04/01/1993 1.6 42

1.3197442098 -1.1

79

104

2098 22.6775956284 1.0856 07/01/1993

0.1 07/01/1993 1.5 43

1.7269638917 1.713846

108

3 23.2240437

158 1.08824 10/01/1993

0.7 10/01/1993 1.5 44

1.840162379 1.989677621 23.7704918033 1.09441 01/01/1994

0.7 01/01/1994 1.5 45

1.4999744301 1.5129955699 24.3169398907 1.

130

7 04/01/1994

1.1 04/01/1994 1.3 46

1.537485394 0.112694606 24.8633879781 1.

137

43 07/01/1994

0.6 07/01/1994 1.5 47

1.852609

171

2 0.1922408288 25.4098360656 1.14331 10/01/1994

1.4 10/01/1994 1.6 48

1.57

122

82028 -0.8063882028 25.956284153 1.14956 01/01/1995

1.0 01/01/1995 0.7 49

1.5596465327 0.3733534673 26.5027322404 1.

152

12 04/01/1995

0.2 04/01/1995 1.5 50

1.628988812 -0.303528812 27.0491803279 1.16337 07/01/1995

0.9 07/01/1995 1.3 51

1.6224455644 0.734

124

4356 27.5956284153 1.

166

42 10/01/1995

0.6 10/01/1995 1.1 52

1.6096834901 1.3435965099 28.1420765027 1.18283 01/01/1996

1.0 01/01/1996 1.5 53

1.67

168

89854 0.

174

0510146 28.6885245902 1.1849 04/01/1996

1.0 04/01/1996 1.8 54

1.6493603055 1.2676496945 29.2349726776 1.19971 07/01/1996

0.8 07/01/1996 1.0 55

1.7709800255 1.3250499745 29.781420765 1.20634 10/01/1996

0.5 10/01/1996 1.5 56

1.8692018478 0.3852381522 30.3278688525 1.2

121 01/01/1997

1.0 01/01/1997 1.5 57

1.8518247735 0.0878352265 30.8743169399 1.21538 04/01/1997

0.9 04/01/1997 0.7 58

1.794953656 0.615476344 31.4207650273 1.21712 07/01/1997

1.2 07/01/1997 2.0 59

1.7501820634 -0.1985120634 31.9672131148 1.21721 10/01/1997

1.4 10/01/1997 1.5 60

1.6663779277 0.2862320723 32.5136612022 1.21916 01/01/1998

2.1 01/01/1998 1.0 61

1.5047326018 1.4148073982 33.0601092896 1.23018 04/01/1998

1.4 04/01/1998 1.9 62

1.8340044763 -0.0449844763 33.606557377 1.23955 07/01/1998

1.0 07/01/1998 1.6 63

1.4900910192 1.2410289808 34.1530054645 1.24245 10/01/1998

0.8 10/01/1998 1.7 64

1.7162686672 -0.7686086672 34.6994535519 1.2537 01/01/1999

0.9 01/01/1999 1.2 65

1.7307716474 -0.

161

3816474 35.2459016393 1.28389 04/01/1999

0.2 04/01/1999 2.0 66

1.7433722729 -0.7450322729 35.7923497268 1.2854 07/01/1999

0.7 07/01/1999 1.7 67

1.6490754853 0.6806445147 36.3387978142 1.30326 10/01/1999

1.5 10/01/1999 2.1 68

1.568224645 -0.325774645 36.8852459016 1.30716 01/01/2000

2.0 01/01/2000 2.4 69

1.6667175795 -0.58

111

75795 37.4316939891 1.3219 04/01/2000

1.0 04/01/2000 1.4 70

1.3927708735 0.9585591265 37.9781420765 1.32546 07/01/2000

1.2 07/01/2000 1.6 71

1.8182830142 0.2900369858 38.5245901639 1.33813 10/01/2000

0.3 10/01/2000 1.4 72

1.7446136013 -0.6563736013 39.0710382514 1.3527 01/01/2001

0.9 01/01/2001 1.1 73

1.7633294826 0.8064405174 39.6174863388 1.35697 04/01/2001

-0.1 04/01/2001 0.7 74

1.6973669674 0.1493530326 40.1639344262 1.37525 07/01/2001

2.4 07/01/2001 0.4 75

1.6879816109 0.4063083891 40.7103825137 1.42412 10/01/2001 -1.2

10/01/2001 1.6 76

1.6880729971 0.4698

170

029 41.2568306011 1.43421 01/01/2002

2.4 01/01/2002 0.5 77

1.7288632002 -0.138

113

2002 41.8032786885 1.44919 04/01/2002

0.5 04/01/2002 1.3 78

1.4964789103 0.3118010897 42.349726776 1.4608 07/01/2002

-0.1 07/01/2002 1.2 79

1.6447361668 -0.0758861668 42.8961748634 1.46471 10/01/2002

0.5 10/01/2002 1.0 80

1.66370336 -0.43352336 43.4426229508 1.46619 01/01/2003

0.3 01/01/2003 1.1 81

1.6689870019 0.6306729981 43.9890710383 1.4684 04/01/2003

1.4 04/01/2003 1.2 82

1.6323304984 -0.4

151

204984 44.5355191257 1.48364 07/01/2003

1.6 07/01/2003 2.1 83

1.5470200145 0.

116

0499855 45.0819672131 1.4927 10/01/2003

0.4 10/01/2003 1.2 84

1.4200359281 -0.8764759281 45.6284153005 1.49471 01/01/2004

0.7 01/01/2004 1.7 85

1.5738616467 -1.4245416467 46.174863388 1.49923 04/01/2004

1.0 04/01/2004 1.4 86

1.6461298054 -0.2708798054 46.7213114754 1.50085 07/01/2004

0.5 07/01/2004 1.5 87

1.5965665329 -0.4301465329 47.2677595628 1.50481 10/01/2004

1.2 10/01/2004 1.8 88

1.6712533782 -0.9844833782 47.8142076503 1.5428 01/01/2005

-1.0 01/01/2005 1.3 89

1.8680838907 0.6362061093 48.3606557377 1.54366 04/01/2005

0.8 04/01/2005 1.8 90

1.7002303998 -0.3475303998 48.9071038251 1.55167 07/01/2005

0.5 07/01/2005 1.9 91

1.607807028 0.

117

402972 49.4535519126 1.55245 10/01/2005

0.8 10/01/2005 1.2 92

1.593054259 0.310185741

50

1.56

155 01/01/2006

2.3 01/01/2006 1.6 93

1.6268808384 -0.6491208384 50.5464480874 1.56497 04/01/2006

0.1 04/01/2006 1.3 94

1.56773

115

98 0.0117588402 51.0928961749 1.56885 07/01/2006

0.3 07/01/2006 1.3 95

1.5502489914 -0.0065889914 51.6393442623 1.56939 10/01/2006

1.3 10/01/2006 0.8 96

1.6409451652 -0.1762351652 52.1857923497 1.57949 01/01/2007

0.7 01/01/2007 1.5 97

1.6478402493 -0.1430302493 52.7322404372 1.5893 04/01/2007

0.2 04/01/2007 1.1 98

1.7024175747 -0.3642875747 53.2786885246 1.59075 07/01/2007

0.3 07/01/2007 1.0 99

1.6318095975 -0.1391095975 53.825136612 1.5936 10/01/2007

0.1 10/01/2007 1.1 100

1.7524636707 -0.2000136707 54.3715846995 1.60153 01/01/2008

0.7 01/01/2008 0.6 101

1.6864904938 -0.9396704938 54.9180327869 1.62

177 04/01/2008

2.1 04/01/2008 1.2 102

1.5758218794 -0.1096318794 55.4644808743 1.65018 07/01/2008 -2.3

07/01/2008 0.3 103

1.6771797693 -0.3552797693 56.0109289617 1.66307 10/01/2008

0.6 10/01/2008

-2.6

104

1.6292660166 -0.4859560166 56.5573770492 1.6664 01/01/2009

-0.2 01/01/2009 -0.9 105

1.6866519426 -0.1919419426 57.1038251366 1.72521 04/01/2009

0.7 04/01/2009 -0.0

106 1.68651

181

72 0.0675381828 57.650273224 1.72692 07/01/2009

-1.1 07/01/2009 1.2 107

1.6626600349 -0.6310400349 58.1967213115 1.74342 10/01/2009

-0.1 10/01/2009 0.7 108

1.6205462558 -0.1521462558 58.7431693989 1.75405 01/01/2010

0.1 01/01/2010 0.9 109

1.6939415103 -0.1947115103 59.2896174863 1.75479 04/01/2010

1.3 04/01/2010 0.9

110 1.6712594706 -0.9675394706 59.8360655738 1.75899 07/01/2010

0.5 07/01/2010 0.9 111

1.7224174312 0.2502525688 60.3825136612 1.76211 10/01/2010

0.7 10/01/2010 1.6 112

1.7592155832 -0.2583655832 60.9289617486 1.78597 01/01/2011

1.2 01/01/2011 1.3 113

1.8656865277 -0.8406465277 61.4754098361 1.786 04/01/2011

-0.2 04/01/2011 1.2 114

1.7539136641 0.1935663359 62.0218579235 1.78902 07/01/2011

0.5 07/01/2011 1.0 115

1.6962261638 -0.0744561638 62.5683060109 1.80828 10/01/2011

0.1 10/01/2011 0.7 116

1.6649781966 0.0619418034 63.1147540984 1.82372 01/01/2012

1.6 01/01/2012 1.2 117

1.6775118056 -0.4654118056 63.6612021858 1.84574 04/01/2012

0.8 04/01/2012 0.5 118

1.5787858365 0.4443841635 64.2076502732 1.84672 07/01/2012

-0.1 07/01/2012 0.6

119 1.6432404803 0.023

159

5197 64.7540983607 1.8677 10/01/2012

2.6 10/01/2012 0.8 120

1.7650490651 0.3066209349 65.3005464481 1.88104 01/01/2013 -4.2

01/01/2013 1.0 121

1.84

127

57668 0.5289242332 65.8469945355 1.88771 04/01/2013

0.7 04/01/2013 0.5 122

1.6988672232 -0.2747472232 66.393442623 1.90324 07/01/2013

0.5 07/01/2013 0.8

123 1.7192402398 -0.1177102398 66.9398907104 1.933 10/01/2013

0.1 10/01/2013 1.2 124

1.5923673398 -0.1431773398 67.4863387978 1.93966 01/01/2014

1.0 01/01/2014 0.7 125

1.6710629904 -0.5766529904 68.0327868852 1.94748 04/01/2014

0.7 04/01/2014 1.5 126

1.527659861 -0.791229861 68.5792349727 1.95261 07/01/2014

0.7 07/01/2014 1.2 127

1.9011885196 -1.4586085196 69.1256830601 1.97267 10/01/2014

1.1 10/01/2014 0.9

128 1.3527208981 0.2408791019 69.6721311475 2.02317 01/01/2015

1.0 01/01/2015 -0.0 129

1.9113978744 -1.4291778744 70.218579235 2.04485 04/01/2015

0.7 04/01/2015 1.4 130

1.6184489439 -0.3345589439 70.7650273224 2.07167 07/01/2015

0.9 07/01/2015 1.1 131

1.5213968642 -0.3150568642 71.3114754098 2.07292 132 1.6142802129 -0.6

173

902129 71.8579234973 2.07857 133

1.5851463117 -0.4355863117 72.4043715847 2.09429 134 1.7618779661 -0.5621679661 72.9508196721 2.0951 135 1.7906493689 0.3044506311 73.4972677596 2.10832 136

1.6023527986 -0.4195227986 74.043715847 2.

157

89 137

1.6521338748 0.0912861252 74.5901639344 2.18328 138

1.6911542331 -0.3341842331 75.1366120219 2.19715 139

1.6214783944 -0.0786783944 75.6830601093 2.25168 140

1.7311676541 0.0925523459 76.2295081967 2.25444 141

1.3944828405 -0.1090828405 76.7759562842 2.26719 142

1.6614689689 0.0975210311 77.3224043716 2.29234 143

1.6191632789 0.2618767211 77.868852459 2.29966 144 1.6667739343 -0.5034039343 78.4153005464 2.32972 145

1.8888940377 -0.2995940377 78.9617486339 2.35133 146

1.5639279734 -0.2567679734 79.5081967213 2.35657 147

1.5845370708 -0.2812770708 80.0546448087 2.3702 148

1.7401661425 -0.8931661425 80.6010928962 2.37931 149

1.6411172757 -0.1803172757 81.1475409836 2.39666 150

1.5710119222 -0.4335819222 81.693989071 2.41043 151

1.5803927094 -0.5670827094 82.2404371585 2.4387 152

1.5538724519 -0.4231724519 82.7868852459 2.47914 153

1.6520059342 -1.0021559342 83.3333333333 2.49966 154

1.8608506778 -0.6437306778 83.8797814208 2.50429 155

1.1914395936 -0.9031995936 84.4262295082 2.56977 156

1.6394570942 -4.2597270942 84.9726775956 2.5974 157

1.5116505325 -2.4183805325 85.5191256831 2.66272 158

1.6495872477 -1.6547072477 86.0655737705 2.69183 159

1.3740945929 -0.1345445929 86.6120218579 2.71055 160 1.5212536926 -0.8509336926 87.1584699454 2.72661 161

1.5550680872 -0.6772980872 87.7049180328 2.73112 162

1.7390497085 -0.8111797085 88.2513661202 2.75343 163

1.6169380264 -0.6729380264 88.7978142077 2.83218 164

1.6470269127 -0.0854769127 89.3442622951 2.87356 165

1.7276569032 -0.4739569032 89.8907103825 2.90751 166

1.5172540259 -0.3018740259 90.4371584699 2.91053 167

1.6219916799 -0.6549816799 90.9836065574 2.91701 168

1.5502048215 -0.8667648215 91.5300546448 2.91954 169

1.7900203276 -0.6051203276 92.0765027322 2.95328 170

1.6583405167 -1.1819005167 92.6229508197 2.96193 171

1.533362356 -0.941092356 93.1693989071 2.97046 172

1.9411532013 -1.1220832013 93.7158469945 3.01297 173

0.8966857869 0.0662042131 94.262295082 3.05524 174

1.6414142807 -1.1889542807 94.8087431694 3.09603 175

1.6242123631 -0.7860823631 95.3551912568 3.12263 176

1.5625434733 -0.3433834733 95.9016393443 3.13398 177

1.689902243 -0.968252243 96.4480874317 3.18863 178 1.6529197956 -0.1692797956 96.9945355191 3.19135 179

1.6424119127 -0.4902919127 97.5409836066 3.32743 180

1.7153091127 -0.7754891127 98.087431694 3.44081 181

1.688205507 -1.737955507 98.6338797814 3.49023 182

1.6404059869 -0.2061959869 99.1803278689 3.82984 183

1.6843551043 -0.6155251043 99.7267759563 4.23479

Scatterplot of quarterly percent change in personal consumption expenditures and real disposable income, 1970: 1-2015:3

y = 0.1523x + 1.5411

0.98004000000000002 1.1819 1.56236 -0.25494 2.00407 1.46071 0.53320999999999996 1.1640600000000001 0.46082000000000001 1.0217799999999999 1.91957 3.9695900000000002 0.70818000000000003 0.79747000000000001 0.43475999999999998 1.09981 -1.64547 -0.93647000000000002 9.7089999999999996E-2 -0.12762000000000001 -0.15845000000000001 4.6434199999999999 -1.4554800000000001 0.76702999999999999 1.1676599999999999 0.52109000000000005 0.73640000000000005 0.59635000000000005 -3.108E-2 1.24339 1.5327900000000001 1.93068 0.70972000000000002 0.98797000000000001 0.72026000000000001 0.78863000000000005 1.0609599999999999 -0.85953999999999997 0.47431000000000001 0.43254999999999999 0.34323999999999999 -1.45322 1.2203999999999999 1.9636100000000001 -0.26990999999999998 -2.3630000000000002E-2 2.0453299999999999 0.19791 0.12187000000000001 0.57713999999999999 0.53417999999999999 0.45039000000000001 0.85748999999999997 0.71089000000000002 1.50939 2.1542699999999999 2.0401799999999999 1.66679 1.3728400000000001 0.82262000000000002 -0.23866999999999999 1.9231799999999999 -0.33479999999999999 1.15018 1.2454000000000001 1.32813 0.70901999999999998 0.17818999999999999 0.82484999999999997 -0.97375999999999996 1.81996 1.3362799999999999 1.45916 1.0260800000000001 0.96445999999999998 0.96506000000000003 1.2328699999999999 -0.29286000000000001 0.68052999999999997 0.80506 0.83975 0.59907999999999995 3.8969999999999998E-2 -0.79474999999999996 0.2152 0.68967999999999996 0.36426999999999998 0.85463 2.1469299999999998 1.04488 0.43807000000000001 0.34121000000000001 0.56330000000000002 0.17494999999999999 6.0170000000000001E-2 0.65564 0.70091000000000003 1.05924 0.59565999999999997 1.3878200000000001 0.95467000000000002 0.22806999999999999 0.89354 0.57896000000000003 0.95572999999999997 0.95481000000000005 0.79820999999999998 0.52171000000000001 1.00359 0.85467000000000004 1.19055 1.43215 2.1311900000000001 1.39734 1.0185900000000001 0.81342999999999999 0.89571999999999996 0.24753 0.67071000000000003 1.47045 1.97092 1.03593 1.1696899999999999 0.3367 0.85338000000000003 -8.8139999999999996E-2 2.3642799999999999 -1.23671 2.4313099999999999 0.50793999999999995 -0.12926000000000001 0.48057 0.28928999999999999 1.44963 1.63853 0.40226000000000001 0.72909999999999997 0.98529 0.52783000000000002 1.248 -0.96252000000000004 0.79039000000000004 0.51263000000000003 0.82521999999999995 2.28356 0.1499 8 0.28528999999999999 1.30708 0.65676999999999996 0.19649 0.25807999999999998 8.3960000000000007E-2 0.72826000000000002 2.09944 -2.2956099999999999 0.64587000000000006 -0.19325000000000001 0.71238000000000001 -1.0963799999999999 -0.13020000000000001 9.1810000000000003E-2 1.29975 0.49802000000000002 0.69557000000000002 1.22495 -0.15645999999999999 0.53120000000000001 5.9880000000000003E-2 1.6344000000000001 0.76985000000000003 -5.0700000000000002E-2 2.6266699999999998 -4.2308300000000001 0.65871999999999997 0.54578000000000004 0.14088999999999999 0.97706999999999999 0.73426000000000002 0.66527000000000003 1.14388 0.96592999999999996 0.65210000000000001 0.94064999999999999 1.786 1.56497 1.8676999999999999 1.0236799999999999 2.8735599999999999 2.0729199999999999 1.7859700000000001 2.2923399999999998 2.3793099999999998 2.49966 2.4386999999999999 3.1913499999999999 3.05524 1.88771 2.1971500000000002 1.7547900000000001 2.07857 3.1886299999999999 3.12263 1.0303899999999999 2.72661 2.9075099999999998 3.3274300000000001 2.7534299999999998 3.1339800000000002 1.7621100000000001 2.5973999999999999 2.9105300000000001 2.9704600000000001 2.2671899999999998 2.4791400000000001 2.9619300000000002 2.2516799999999999 4.2347900000000003 2.1832799999999999 2.71055 2.3966599999999998 2.6627200000000002 3.4902299999999999 2.6918299999999999 2.8321800000000001 0.14063999999999999 3.4408099999999999 3.8298399999999999 3.0129700000000001 1.65018 2.0448499999999998 0.76483999999999996 1.9330000000000001 1.3254600000000001 2.3565700000000001 2.9532799999999999 1.8457399999999999 2.9170099999999999 3.0960299999999998 2.2544400000000002 1.9396599999999999 2.4104299999999999 1.5516700000000001 1.95261 2.91954 1.7890200000000001 2.7311200000000002 0.94765999999999995 1.5693900000000001 0.99834000000000001 2.32972 1.2424500000000001 1.0855999999999999 2.3513299999999999 2.10832 1.0882400000000001 2.5697700000000001 1.8467199999999999 2.09429 2.1578900000000001 1.5907500000000001 1.8082800000000001 1.5688500000000001 1.2301800000000001 2.2996599999999998 1.2172099999999999 1.66307 0.5435600000 0000004 0.14932000000000001 1.3752500000000001 1.16642 0.68676999999999999 2.5042900000000001 1.3527 1.7252099999999999 1.90324 0.97775999999999996 1.5794900000000001 1.54366 1.46471 1.50481 1.33813 1.4926999999999999 1.5524500000000001 0.74682000000000004 1.4661900000000001 1.3219000000000001 1.14331 1.49471 1.7540500000000001 1.03162 1.4683999999999999 1.4992300000000001 0.70372000000000001 1.9726699999999999 1.50085 1.02504 1.9474800000000001 1.6217699999999999 1.72692 1.2121 2.0231699999999999 1.6664000000000001 2.0716700000000001 2.3702000000000001 1.4241200000000001 1.6015299999999999 1.44919 1.0944100000000001 0.73643000000000003 0.44257999999999997 1.5935999999999999 0.48221999999999998 1.28389 1.20634 0.99689000000000005 1.1495599999999999 1.1997100000000001 2.0951 1.18283 1.74342 1.35697 1.5427999999999999 1.82372 1.2854000000000001 1.7589900000000001 1.88104 1.16337 1.5892999999999999 1.3071600000000001 1.3032600000000001 0.84699999999999998 1.4608000000000001 1.1374299999999999 1.0133099999999999 1.1307 0.64985000000000004 1.21712 0.28824 -2.6202700000000001 -0.90673000000000004 -5.1200000000000004E-3 1.2395499999999999 0.67032000000000003 0.87777000000000005 0.92786999999999997 0.94399999999999995 1.56155 1.2537 1.2153799999999999 0.96701000000000004 0.68344000000000005 1.1 849000000000001 0.47643999999999997 0.59226999999999996 0.81906999999999996 0.96289000000000002 0.45245999999999997 0.83813000000000004 1.21916 0.72165000000000001 1.4836400000000001 1.15212 0.93981999999999999 -4.9750000000000003E-2 1.43421 1.0688299999999999

% change in Income

% change in Consumption

X Variable 1 Residual Plot

0.98004000000000002 1.1819 1.56236 -0.25494 2.00407 1.46071 0.53320999999999996 1.1640600000000001 0.46082000000000001 1.0217799999999999 1.91957 3.9695900000000002 0.70818000000000003 0.79747000000000001 0.43475999999999998 1.09981 -1.64547 -0.93647000000000002 9.7089999999999996E-2 -0.1276200000 0000001 -0.15845000000000001 4.6434199999999999 -1.4554800000000001 0.76702999999999999 1.1676599999999999 0.52109000000000005 0.73640000000000005 0.59635000000000005 -3.108E-2 1.24339 1.5327900000000001 1.93068 0.70972000000000002 0.98797000000000001 0.72026000000000001 0.78863000000000005 1.0609599999999999 -0.85953999999999997 0.47431000000000001 0.43254999999999999 0.34323999999999999 -1.45322 1.2203999999999999 1.9636100000000001 -0.26990999999999998 -2.3630000000000002E-2 2.0453299999999999 0.19791 0.12187000000000001 0.57713999999999999 0.53417999999999999 0.45039000000000001 0.85748999999999997 0.71089000000000002 1.50939 2.1542699999999999 2.0401799999999999 1.66679 1.3728400000000001 0.82262000000000002 -0.2386699999 9999999 1.9231799999999999 -0.33479999999999999 1.15018 1.2454000000000001 1.32813 0.70901999999999998 0.17818999999999999 0.82484999999999997 -0.97375999999999996 1.81996 1.3362799999999999 1.45916 1.0260800000000001 0.96445999999999998 0.96506000000000003 1.2328699999999999 -0.29286000000000001 0.68052999999999997 0.80506 0.83975 0.59907999999999995 3.8969999999999998E-2 -0.79474999999999996 0.2152 0.68967999999999996 0.36426999999999998 0.85463 2.1469299999999998 1.04488 0.43807000000000001 0.34121000000000001 0.56330000000000002 0.17494999999999999 6.0170000000000001E-2 0.65564 0.70091000000000003 1.05924 0.59565999999999997 1.3878200000000001 0.95467000000000002 0.22806999999999999 0.893 54 0.57896000000000003 0.95572999999999997 0.95481000000000005 0.79820999999999998 0.52171000000000001 1.00359 0.85467000000000004 1.19055 1.43215 2.1311900000000001 1.39734 1.0185900000000001 0.81342999999999999 0.89571999999999996 0.24753 0.67071000000000003 1.47045 1.97092 1.03593 1.1696899999999999 0.3367 0.85338000000000003 -8.8139999999999996E-2 2.3642799999999999 -1.23671 2.4313099999999999 0.50793999999999995 -0.12926000000000001 0.48057 0.28928999999999999 1.44963 1.63853 0.40226000000000001 0.72909999999999997 0.98529 0.52783000000000002 1.248 -0.96252000000000004 0.79039000000000004 0.51263000000000003 0.82521999999999995 2.28356 0.14998 0.28528999999999999 1.30708 0.65676999999999996 0.19649 0.25807999999999998 8.3960000000000007E-2 0.72826000000000002 2.09944 -2.2956099999999999 0.64587000000000006 -0.19325000000000001 0.71238000000000001 -1.0963799999999999 -0.13020000000000001 9.1810000000000003E-2 1.29975 0.49802000000000002 0.69557000000000002 1.22495 -0.15645999999999999 0.53120000000000001 5.9880000000000003E-2 1.6344000000000001 0.76985000000000003 -5.0700000000000002E-2 2.6266699999999998 -4.2308300000000001 0.65871999999999997 0.54578000000000004 0.14088999999999999 0.97706999999999999 0.73426000000000002 0.66527000000000003 1.14388 0.96592999999999996 0.65210000000000001 0.94064999999999999 9.5645395655630239E-2 -0.15612994773091193 8.8652101487141088E-2 -0.47857451430418441 1.0272351490088414 0.30935443654729156 0.16367217652062904 0.57395726680399295 0.76803791419897904 0.80294796658125067 0.60524536359401337 1.0456563422461529 1.4062924552665752 0.22516267467119055 0.5898471188390928 4.6193199195677215E-2 0.78810743228894209 1.7901794779589191 1.5667577148032941 -0.49125665301405519 1.2096590714316353 0.65918513876773366 2.0080300113535952 1.0955189981264879 1.4150489499695955 0.14165817652976842 0.94415426052582307 1.2786153084862177 1.4341093172101758 0.53672449611710893 0.70459591504079255 1.1267831969189692 0.60249789750963822 2.5432275755176375 0.53249254766670684 1.0493490971201009 0.69398045170022038 1.2525522518283008 1.876903249172305 1.0848637244513202 1.2388165512513405 -1.1791042097702213 1.7138461083456664 1.9896776209865463 1.5129955698655204 0.1126946059834355 0.19224082884571492 -0.80638820276448153 0.37335346725985552 -0.30352881196134263 0.7341244355958052 1.3435965099164151 0.17405101455992411 1.267649694538459 1.3250499744643782 0.38523815219590896 8.7835226539367373E-2 0.61547634398264961 -0.198512063386447 0.28623207234199444 1.4148073982248011 -4.4984476342702084E-2 1.2410289808055417 -0.76860866717893961 -0.16138164744876282 -0.74503227292368934 0.68064451467188247 -0.32577464499383546 -0.58111757947486886 0.95855912650189046 0.29003698578133874 -0.6563736013126733 0.80644051740654654 0.14935303258460864 0.40630838906671873 0.46981700292765249 -0.13811320024459484 0.31180108968480669 -7.5886166824785439E-2 -0.43352335998799818 0.63067299807165123 -0.4151204984465342 0.11604998547418388 -0.87647592808854302 -1.424541646671909 -0.2708798054455468 -0.4301465329229337 -0.98448337817719322 0.63620610929715338 -0.34753039977280231 0.11740297197191008 0.31018574102184826 -0.6491208383535465 1.1758840157122696E-2 -6.5889914394923199E-3 -0.17623516515585158 -0.14303024934840458 -0.3642875747011225 -0.13910959745385609 -0.2000136706584692 -0.93967049376418244 -0.10963187935488139 -0.35527976929564331 -0.48595601658317711 -0.19194194260986652 6.7538182803368763E-2 -0.63104003490032445 -0.15214625581393348 -0.19471151030272238 -0.96753947058646428 0.25025256876421542 -0.25836558323315195 -0.84064652765467396 0.19356633593501194 -7.4456163779380136E-2 6.1941803372026705E-2 -0.4654118056009175 5 0.44438416353473453 2.3159519651266391E-2 0.30662093488978215 0.52892423319225523 -0.27474722319839651 -0.11771023980091266 -0.14317733983283687 -0.57665299038747153 -0.79122986096461834 -1.4586085195796175 0.24087910194770057 -1.4291778744156423 -0.33455894392236152 -0.31505686423394064 -0.61739021287861995 -0.43558631174428064 -0.56216796608461705 0.3044506311326729 -0.4195227986281489 9.1286125217796554E-2 -0.33418423306119993 -7.8678394432409871E-2 9.2552345948616388E-2 -0.10908284050328509 9.7521031112173029E-2 0.26187672109060345 -0.50340393426062624 -0.29959403767056325 -0.25676797335540114 -0.28127707081717168 -0.89316614254477966 -0.18031727571775957 -0.43358192223535807 -0.56708270941051464 -0.42317245185347163 -1.0021559341875106 -0.64373067779574833 -0.90319959362344004 -4.2597270941913887 -2.4183805325025185 -1.6547072477068889 -0.13454459287759146 -0.85093369261606999 -0.6772980871729225 -0.81117970854585297 -0.67293802642313194 -8.5476912710714448E-2 -0.47395690320891948 -0.30187402592960133 -0.65498167991349876 -0.86676482147227696 -0.60512032761008716 -1.1819005167271237 -0.94109235604235619 -1.1220832012956325 6.6204213116399901E-2 -1.1889542806697251 -0.78608236309281021 -0.34338347334854658 -0.96825224295599155 -0.16927979557817352 -0.49029191268786576 -0.77548911271874343 -1.7379555069739936 -0.20619598693536023 -0.61552510431466656 X Variable 1
Residuals

X Variable 1 Line Fit Plot

Y 0.98004000000000002 1.1819 1.56236 -0.25494 2.00407 1.46071 0.53320999999999996 1.1640600000000001 0.46082000000000001 1.0217799999999999 1.91957 3.9695900000000002 0.70818000000000003 0.79747000000000001 0.43475999999999998 1.09981 -1.64547 -0.93647000000000002 9.7089999999999996E-2 -0.12762000000000001 -0.15845000000000001 4.6434199999999999 -1.4554800000000001 0.76702999999999999 1.1676599999999999 0.52109000000000005 0.73640000000000005 0.59635000000000005 -3.108E-2 1.24339 1.5327900000000001 1.93068 0.70972000000000002 0.98797000000000001 0.72026000000000001 0.78863000000000005 1.0609599999999999 -0.85953999999999997 0.47431000000000001 0.43254999999999999 0.34323999999999999 -1.45322 1.2203999999999999 1.9636100000000001 -0.26990999999999998 -2.3630000000000002E-2 2.0453299999999999 0.19791 0.12187000000000001 0.57713999999999999 0.53417999999999999 0.45039000000000001 0.85748999999999997 0.71089000000000002 1.50939 2.1542699999999999 2.0401799999999999 1.66679 1.3728400000000001 0.82262000000000002 -0.23866999999999999 1.9231799999999999 -0.33479999999999999 1.15018 1.2454000000000001 1.32813 0.70901999999999998 0.17818999999999999 0.82484999999999997 -0.97375999999999996 1.81996 1.3362799999999999 1.45916 1.0260800000000001 0.96445999999999998 0.96506000000000003 1.2328699999999999 -0.29286000000000001 0.68052999999999997 0.80506 0.83975 0.59907999999999995 3.8969999999999998E-2 -0.79474999999999996 0.2152 0.68967999999999996 0.36426999999999998 0.85463 2.1469299999999998 1.04488 0.43807000000000001 0.34121000000000001 0.56330000000000002 0.17494999999999999 6.0170000000000001E-2 0.65564 0.70091000000000003 1.05924 0.59565999999999997 1.3878200000000001 0.95467000000000002 0.22806999999999999 0.89354 0.57896000000000003 0.95572999999999997 0.95481000000000005 0.79820999999999998 0.52171000000000001 1.00359 0.85467000000000004 1.19055 1.43215 2.1311900000000001 1.39734 1.0185900000000001 0.81342999999999999 0.89571999999999996 0.24753 0.67071000000000003 1.47045 1.97092 1.03593 1.1696899999999999 0.3367 0.85338000000000003 -8.8139999999999996E-2 2.3642799999999999 -1.23671 2.4313099999999999 0.50793999999999995 -0.12926000000000001 0.48057 0.28928999999999999 1.44963 1.63853 0.40226000000000001 0.72909999999999997 0.98529 0.52783000000000002 1.248 -0.96252000000000004 0.79039000000000004 0.51263000000000003 0.82521999999999995 2.28356 0.14998 0.28528999999999999 1.30708 0.65676999999999996 0.19649 0.25807999999999998 8.3960000000000007E-2 0.72826000000000002 2.09944 -2.2956099999999999 0.64587000000000006 -0.19325000000000001 0.71238000000000001 -1.0963799999999999 -0.13020000000000001 9.1810000000000003E-2 1.29975 0.49802000000000002 0.69557000000000002 1.22495 -0.15645999999999999 0.53120000000000001 5.9880000000000003E-2 1.6344000000000001 0.76985000000000003 -5.0700000000000002E-2 2.6266699999999998 -4.2308300000000001 0.65871999999999997 0.54578000000000004 0.14088999999999999 0.97706999999999999 0.73426000000000002 0.66527000000000003 1.14388 0.96592999999999996 0.65210000000000001 0.94064999999999999 1.786 1.56497 1.8676999999999999 1.0236799999999999 2.8735599999999999 2.0729199999999999 1.7859700000000001 2.2923399999999998 2.3793099999999998 2.49966 2.4386999999999999 3.1913499999999999 3.05524 1.88771 2.1971500000000002 1.7547900000000001 2.07857 3.1886299999999999 3.12263 1.0303899999999999 2.72661 2.9075099999999998 3.3274300000000001 2.7534299999999998 3.1339800000000002 1.7621100000000001 2.5973999999999999 2.9105300000000001 2.9704600000000001 2.2671899999999998 2.4791400000000001 2.9619300000000002 2.2516799999999999 4.2347900000000003 2.1832799999999999 2.71055 2.3966599999999998 2.6627200000000002 3.4902299999999999 2.6918299999999999 2.8321800000000001 0.14063999999999999 3.4408099999999999 3.8298399999999999 3.0129700000000001 1.65018 2.0448499999999998 0.76483999999999996 1.9330000000000001 1.3254600000000001 2.3565700000000001 2.9532799999999999 1.8457399999999999 2.9170099999999999 3.0960299999999998 2.2544400000000002 1.9396599999999999 2.4104299999999999 1.5516700000000001 1.95261 2.91954 1.7890200000000001 2.7311200000000002 0.94765999999999995 1.5693900000000001 0.99834000000000001 2.32972 1.2424500000000001 1.0855999999999999 2.3513299999999999 2.10832 1.0882400000000001 2.5697700000000001 1.8467199999999999 2.09429 2.1578900000000001 1.5907500000000001 1.8082800000000001 1.5688500000000001 1.2301800000000001 2.2996599999999998 1.2172099999999999 1.66307 0.54356000000000004 0.14932000000000001 1.3752500000000001 1.16642 0.68676999999999999 2.5042900000000001 1.3527 1.7252099999999999 1.90324 0.97775999999999996 1.5794900000000001 1.54366 1.46471 1.50481 1.33813 1.4926999999999999 1.5524500000000001 0.74682000000000004 1.4661900000000001 1.3219000000000001 1.14331 1.49471 1.7540500000000001 1.03162 1.4683999999999999 1.4992300000000001 0.70372000000000001 1.9726699999999999 1.50085 1.02504 1.9474800000000001 1.6217699999999999 1.72692 1.2121 2.0231699999999999 1.6664000000000001 2.0716700000000001 2.3702000000000001 1.4241200000000001 1.6015299999999999 1.44919 1.0944100000000001 0.73643000000000003 0.44257999999999997 1.5935999999999999 0.48221999999999998 1.28389 1.20634 0.99689000000000005 1.1495599999999999 1.1997100000000001 2.0951 1.18283 1.74342 1.35697 1.5427999999999999 1.82372 1.2854000000000001 1.7589900000000001 1.88104 1.16337 1.5892999999999999 1.3071600000000001 1.3032600000000001 0.84699999999999998 1.4608000000000001 1.1374299999999999 1.0133099999999999 1.1307 0.64985000000000004 1.21712 0.28824 -2.6202700000000001 -0.90673000000000004 -5.1200000000000004E-3 1.2395499999999999 0.67032000000000003 0.87777000000000005 0.92786999999999997 0.94399999999999995 1.56155 1.2537 1.2153799999999999 0.96701000000000004 0.6 8344000000000005 1.1849000000000001 0.47643999999999997 0.59226999999999996 0.81906999999999996 0.96289000000000002 0.45245999999999997 0.83813000000000004 1.21916 0.72165000000000001 1.4836400000000001 1.15212 0.93981999999999999 -4.9750000000000003E-2 1.43421 1.0688299999999999 Predicted Y 0.98004000000000002 1.1819 1.56236 -0.25494 2.00407 1.46071 0.53320999999999996 1.1640600000000001 0.46082000000000001 1.0217799999999999 1.91957 3.9695900000000002 0.70818000000000003 0.79747000000000001 0.434759999999999 98 1.09981 -1.64547 -0.93647000000000002 9.7089999999999996E-2 -0.12762000000000001 -0.15845000000000001 4.6434199999999999 -1.4554800000000001 0.76702999999999999 1.1676599999999999 0.52109000000000005 0.73640000000000005 0.59635000000000005 -3.108E-2 1.24339 1.5327900000000001 1.93068 0.70972000000000002 0.98797000000000001 0.72026000000000001 0.78863000000000005 1.0609599999999999 -0.85953999999999997 0.47431000000000001 0.43254999999999999 0.34323999999999999 -1.45322 1.2203999999999999 1.9636100000000001 -0.26990999999999998 -2.3630000000000002E-2 2.0453299999999999 0.19791 0.12187000000000001 0.57713999999999999 0.53417999999999999 0.45039000000000001 0.85748999999999997 0.71089000000000002 1.50939 2.1542699999999999 2.0401799999999999 1.66679 1.3728400000000001 0.82262000000000002 -0.23866999999999999 1.9231799999999999 -0.33479999999999999 1.15018 1.2454000000000001 1.32813 0.70901999999999998 0.17818999999999999 0.82484999999999997 -0.97375999999999996 1.81996 1.3362799999999999 1.45916 1.0260800000000001 0.96445999999999998 0.96506000000000003 1.2328699999999999 -0.29286000000000001 0.68052999999999997 0.80506 0.83975 0.59907999999999995 3.8969999999999998E-2 -0.79474999999999996 0.2152 0.68967999999999996 0.36426999999999998 0.85463 2.1469299999999998 1.04488 0.43807000000000001 0.34121000000000001 0.56330000000000002 0.17494999999999999 6.0170000000000001E-2 0.65564 0.70091000000000003 1.05924 0.59565999999999997 1.3878200000000001 0.95467000000000002 0.22806999999999999 0.89354 0.57896000000000003 0.95572999999999997 0.95481000000000005 0.79820999999999998 0.52171000000000001 1.00359 0.85467000000000004 1.19055 1.43215 2.1311900000000001 1.39734 1.0185900000000001 0.81342999999999999 0.89571999999999996 0.24753 0.67071000000000003 1.47045 1.97092 1.03593 1.1696899999999999 0.3367 0.85338000000000003 -8.8139999999999996E-2 2.3642799999999999 -1.23671 2.4313099999999999 0.50793999999999995 -0.12926000000000001 0.48057 0.28928999999999999 1.44963 1.63853 0.40226000000000001 0.72909999999999997 0.98529 0.52783000000000002 1.248 -0.96252000000000004 0.79039000000000004 0.51263000000000003 0.82521999999999995 2.28356 0.14998 0.28528999999999999 1.30708 0.65676999999999996 0.19649 0.25807999999999998 8.3960000000000007E-2 0.72826000000000002 2.09944 -2.2956099999999999 0.64587000000000006 -0.19325000000000001 0.71238000000000001 -1.0963799999999999 -0.13020000000000001 9.1810000000000003E-2 1.29975 0.49802000000000002 0.69557000000000002 1.22495 -0.15645999999999999 0.53120000000000001 5.9880000000000003E-2 1.6344000000000001 0.76985000000000003 -5.0700000000000002E-2 2.6266699999999998 -4.2308300000000001 0.65871999999999997 0.54578000000000004 0.14088999999999999 0.97706999999999999 0.73426000000000002 0.66527000000000003 1.14388 0.96592 999999999996 0.65210000000000001 0.94064999999999999 1.6903546043443698 1.7210999477309119 1.7790478985128588 1.5022545143041843 1.8463248509911585 1.7635655634527083 1.622297823479371 1.7183827331960069 1.6112720858010208 1.6967120334187493 1.8334546364059865 2.145693657753847 1.6489475447334248 1.6625473253288094 1.6073028811609074 1.7085968008043229 1.2904625677110579 1.3984505220410808 1.555872285196706 1.5216466530140551 1.5169509285683647 2.2483248612322662 1.319399988646405 1.6579110018735119 1.7189310500304047 1.6204518234702316 1.6532457394741769 1.6319146915137823 1.5363506827898243 1.7304655038828909 1.7745440849592076 1.835146803081031 1.6491821024903617 1.6915624244823628 1.650787452333293 1.6612009028798991 1.7026795482997794 1.4101677481716994 1.6133267508276949 1.6069662755486798 1.5933634487486596 1.3197442097702214 1.7269638916543335 1.8401623790134536 1.4999744301344797 1.5374853940165645 1.8526091711542849 1.5712282027644815 1.5596465327401445 1.6289888119613427 1.6224455644041949 1.6096834900835848 1.6716889854400758 1.6493603054615409 1.7709800255356216 1.8692018478040913 1.8518247734606326 1.7949536560173502 1.7501820633864471 1.6663779276580055 1.504732601775199 1.8340044763427021 1.4900910191944585 1.7162686671789396 1.7307716474487629 1.7433722729236893 1.6490754853281175 1.5682246449938355 1.6667175794748688 1.3927708734981095 1.8182830142186612 1.7446136013126734 1.7633294825934536 1.6973669674153913 1.6879816109332813 1.6880729970723476 1.7288632002445949 1.4964789103151934 1.6447361668247855 1.6637033599879982 1.6689870019283486 1.6323304984465341 1.5470200145258162 1.4200359280885431 1.5738616466719091 1.6461298054455469 1.5965665329229337 1.6712533781771932 1.8680838907028467 1.7002303997728023 1.6078070280280898 1.5930542589781518 1.6268808383535465 1.5677311598428774 1.5502489914394924 1.6409451651558515 1.6478402493484046 1.7024175747011225 1.631809597453856 1.7524636706584693 1.6864904937641825 1.5758218793548815 1.6771797692956434 1.6292660165831772 1.6866519426098665 1.6865118171966313 1.6626600349003244 1.6205462558139334 1.6939415103027224 1.6712594705864643 1.7224174312357845 1.759215583233152 1.8656865276546739 1.7539136640649882 1.6962261637793801 1.6649781966279733 1.6775118056009175 1.5787858364652654 1.6432404803487337 1.765049065110218 1.8412757668077449 1.6988672231983966 1.7192402398009126 1.5923673398328368 1.6710629903874716 1.5276598609646184 1.9011885195796174 1.3527208980522993 1.9113978744156421 1.6184489439223615 1.5213968642339406 1.61428021287862 1.5851463117442806 1.7618779660846171 1.7906493688673271 1.6023527986281489 1.6521338747822034 1.6911542330611999 1.6214783944324098 1.7311676540513836 1.3944828405032852 1.661468968887827 1.6191632789093966 1.6667739342606263 1.8888940376705632 1.5639279733554012 1.5845370708171718 1.7401661425447796 1.6411172757177597 1.571011922235358 1.5803927094105146 1.5538724518534717 1.6520059341875106 1.8608506777957483 1.1914395936234401 1.6394570941913884 1.5116505325025187 1.6495872477068889 1.3740945928775914 1.52125369261607 1.5550680871729226 1.7390497085458529 1.6169380264231319 1.6470269127107144 1.7276569032089195 1.5172540259296012 1.6219916799134988 1.550204821472277 1.7900203276100872 1.6583405167271237 1.5333623560423562 1.9411532012956325 0.89668578688360012 1.6414142806697252 1.6242123630928103 1.5625434733485466 1.6899022429559916 1.6529197955781736 1.6424119126878658 1.7153091127187434 1.6882055069739936 1.6404059869353602 1.6843551043146665 X Variable 1
Y

Normal Probability Plot

0.27322404371584702 0.81967213114754101 1.3661202185792352 1.9125683060109291 2.459016393442623 3.0054644808743172 3.5519125683060109 4.0983606557377055 4.6448087431693992 5.1912568306010929 5.7377049180327875 6.2841530054644812 6.8306010928961749 7.3770491803278695 7.9234972677595632 8.4699453551912587 9.0163934426229524 9.5628415300546461 10.10928961748634 10.655737704918035 11.202185792349729 11.748633879781423 12.295081967213116 12.84153005464481 13.387978142076504 13.934426229508199 14.480874316939893 15.027322404371587 15.57377049180328 16.120218579234972 16.666666666666668 17.21311475409836 17.759562841530055 18.306010928961751 18.852459016393443 19.398907103825138 19.94535519125683 20.491803278688526 21.038251366120221 21.584699453551913 22.131147540983608 22.6775956284153 23.224043715846996 23.770491803278691 24.316939890710383 24.863387978142079 25.409836065573771 25.956284153005466 26.502732240437158 27.049180327868854 27.595628415300549 28.142076502732241 28.688524590163937 29.234972677595628 29.781420765027324 30.327868852459019 30.874316939890711 31.420765027322407 31.967213114754099 32.513661202185801 33.060109289617493 33.606557377049185 34.153005464480877 34.699453551912576 35.245901639344268 35.79234972677596 36.338797814207659 36.885245901639351 37.431693989071043 37.978142076502735 38.524590163934434 39.071038251366126 39.617486338797818 40.163934426229517 40.710382513661209 41.256830601092901 41.8032786885246 42.349726775956292 42.896174863387984 43.442622950819676 43.989071038251375 44.535519125683066 45.081967213114758 45.628415300546457 46.174863387978149 46.721311475409841 47.26775956284154 47.814207650273232 48.360655737704924 48.907103825136616 49.453551912568315 50.000000000000007 50.546448087431699 51.092896174863398 51.63934426229509 52.185792349726782 52.732240437158474 53.278688524590173 53.8251366120 21865 54.371584699453557 54.918032786885256 55.464480874316948 56.01092896174864 56.557377049180339 57.103825136612031 57.650273224043723 58.196721311475414 58.743169398907114 59.289617486338805 59.836065573770497 60.382513661202196 60.928961748633888 61.47540983606558 62.021857923497279 62.568306010928971 63.114754098360663 63.661202185792355 64.207650273224047 64.754098360655746 65.300546448087431 65.84699453551913 66.393442622950815 66.939890710382514 67.486338797814213 68.032786885245898 68.579234972677597 69.125683060109296 69.672131147540981 70.21857923497268 70.765027322404379 71.311475409836063 71.857923497267763 72.404371584699462 72.950819672131146 73.497267759562845 74.043715846994544 74.590163934426229 75.136612021857928 75.683060109289613 76.229508196721312 76.775956284153011 77.322404371584696 77.868852459016395 78.415300546448094 78.961748633879779 79.508196721311478 80.054644808743177 80.601092896174862 81.147540983606561 81.69398907103826 82.240437158469945 82.786885245901644 83.333333333333343 83.879781420765028 84.426229508196727 84.972677595628426 85.519125683060111 86.06557377049181 86.612021857923494 87.158469945355193 87.704918032786892 88.251366120218577 88.797814207650276 89.344262295081975 89.89071038251366 90.437158469945359 90.983606557377058 91.530054644808743 92.076502732240442 92.622950819672141 93.169398907103826 93.715846994535525 94.262295081967224 94.808743169398909 95.355191256830608 95.901639344262293 96.448087431693992 96.99453 5519125691 97.540983606557376 98.087431693989075 98.633879781420774 99.180327868852459 99.726775956284158 -2.6202700000000001 -0.90673000000000004 -4.9750000000000003E-2 -5.1200000000000004E-3 0.14063999999999999 0.14932000000000001 0.28824 0.44257999999999997 0.45245999999999997 0.47643999999999997 0.48221999999999998 0.54356000000000004 0.59226999999999996 0.64985000000000004 0.67032000000000003 0.68344000000000005 0.68676999999999999 0.70372000000000001 0.72165000000000001 0.73643000000000003 0.74682000000000004 0.76483999999999996 0.81906999999999996 0.83813000000000004 0.84699999999999998 0.87777000000000005 0.92786999999999997 0.93981999999999999 0.94399999999999995 0.94765999999999995 0.96289000000000002 0.96701000000000004 0.97775999999999996 0.99689000000000005 0.99834000000000001 1.0133099999999999 1.0236799999999999 1.02504 1.0303899999999999 1.03162 1.0688299999999999 1.0855999999999999 1.0882400000000001 1.0944100000000001 1.1307 1.1374299999999999 1.14331 1.1495599999999999 1.15212 1.16337 1.16642 1.18283 1.1849000000000001 1.1997100000000001 1.20634 1.2121 1.2153799999999999 1.21712 1.2172099999999999 1.21916 1.2301800000000001 1.2395499999999999 1.2424500000000001 1.2537 1.28389 1.2854000000000001 1.3032600000000001 1.3071600000000001 1.3219000000000001 1.3254600000000001 1.33813 1.3527 1.35697 1.3752500000000001 1.4241200000000001 1.43421 1.44919 1.4608000000000001 1.46471 1.4661900000000001 1.4683999999999999 1.4836400000000001 1.4926999999999999 1.49471 1.4992300000000001 1.50085 1.50481 1.5427999999999999 1.54366 1.5516700000000001 1.5524500000000001 1.56155 1.56497 1.5688500000000001 1.5693900000000001 1.5794900000000001 1.5892999999999999 1.5907500000000001 1.5935999999999999 1.6015299999999999 1.6217699999999999 1.65018 1.66307 1.6664000000000001 1.7252099999999999 1.72692 1.74342 1.7540500000000001 1.7547900000000001 1.7589900000000001 1.7621100000000001 1.7859700000000001 1.786 1.7890200000000001 1.8082800000000001 1.82372 1.8457399999999999 1.8467199999999999 1.8676999999999999 1.88104 1.88771 1.90324 1.9330000000000001 1.9396599999999999 1.9474800000000001 1.95261 1.9726699999999999 2.0231699999999999 2.0448499999999998 2.0716700000000001 2.0729199999999999 2.07857 2.09429 2.0951 2.10832 2.1578900000000001 2.1832799999999999 2.1971500000000002 2.2516799999999999 2.2544400000000002 2.2671899999999998 2.2923399999999998 2.2996599999999998 2.32972 2.3513299999999999 2.3565700000000001 2.3702000000000001 2.3793099999999998 2.3966599999999998 2.4104299999999999 2.4386999999999999 2.4791400000000001 2.49966 2.5042900000000001 2.5697700000000001 2.5973999999999999 2.6627200000000002 2.6918299999999999 2.71055 2.72661 2.7311200000000002 2.7534299999999998 2.8321800000000001 2.8735599999999999 2.9075099999999998 2.9105300000000001 2.9170099999999999 2.91954 2.9532799999999999 2.9619300000000002 2.9704600000000001 3.0129700000000001 3.05524 3.0960299999999998 3.12263 3.1339800000000002 3.1886299999999999 3.1913499999999999 3.3274300000000001 3.4408099999999999 3.4902299999999999 3.8298399999999999 4.2347900000000003

Sample Percentile

Y

https://research.stlouisfed.org/fred2/series/DSPIC96

https://research.stlouisfed.org/fred2/series/PCE