Chapter 4 • Discuss the summary statistics for the daily returns of the S&P 500 index. ACF 0.00- -0.05 10 nobs NAS 20 Minimum Maximum 1. Quartile 3. Quartile Mean Median Sum SE Mean LCL Mean UCL Mean Variance Stdev Skewness Kurtosis • Discuss the evidence of autocorrelation in the S&P 500 returns and absolute returns. Series: spy$return Series: abs(spy$return) ht SPY 7625.000 1.000 -11.589 13.558 -0.449 0.593 0.037 0.067 30 279.933 0.014 0.010 0.063 1.419 ACF 1.191 -0.287 10.903 0.3- 0.2 0.1- 0.0 0 10 20 30

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Author:Amos Gilat
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Chapter 4
• Discuss the summary statistics for the daily returns of the S&P 500 index.
ACF
0.00
-0.05-
0
10
nobs
NAS
20
Lag
Minimum
Maximum
· Discuss the evidence of autocorrelation in the S&P 500 returns and absolute returns.
Series: spy$return
Series: abs(spy$return)
1. Quartile
3. Quartile
Mean
Median
Sum
SE Mean
LCL Mean
UCL Mean
Variance
Stdev
Skewness
Kurtosis
SPY
7625.000
1.000
-11.589
13.558
-0.449
0.593
0.037
0.067
279.933
0.014
0.010
0.063
1.419
1.191
-0.287
10.903
30
ACF
0.3-
0.2-
0.1-
0.0
10
20
Lag
30
Transcribed Image Text:Chapter 4 • Discuss the summary statistics for the daily returns of the S&P 500 index. ACF 0.00 -0.05- 0 10 nobs NAS 20 Lag Minimum Maximum · Discuss the evidence of autocorrelation in the S&P 500 returns and absolute returns. Series: spy$return Series: abs(spy$return) 1. Quartile 3. Quartile Mean Median Sum SE Mean LCL Mean UCL Mean Variance Stdev Skewness Kurtosis SPY 7625.000 1.000 -11.589 13.558 -0.449 0.593 0.037 0.067 279.933 0.014 0.010 0.063 1.419 1.191 -0.287 10.903 30 ACF 0.3- 0.2- 0.1- 0.0 10 20 Lag 30
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