SAS システム |
Model Information | |
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Data Set | WORK.BASEBALL |
Dependent Variable | Salary |
Selection Method | Adaptive LASSO |
Quantile Type | Single Level |
Stop Criterion | AIC |
Choose Criterion | SBC |
Number of Observations Read | 322 |
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Number of Observations Used | 263 |
Class Level Information | ||
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Class | Levels | Values |
Div | 4 | AE AW NE NW |
SAS システム |
Selection Summary | |||||||
---|---|---|---|---|---|---|---|
Step | Effect Entered |
Effect Removed |
Number Effects In |
AIC | AICC | SBC | Adjusted R1 |
0 | Intercept | 1 | 2008.3489 | 2008.3642 | 2011.9211 | 0.0000 | |
1 | crRuns | 2 | 1918.7675 | 1918.8137 | 1925.9118 | 0.1566 | |
2 | nHits | 3 | 1897.2425 | 1897.3352 | 1907.9590* | 0.1904 | |
3 | yrMajor | 4 | 1897.2476 | 1897.4027 | 1911.5362 | 0.1903 | |
4 | crBB | 5 | 1896.1765 | 1896.4100 | 1914.0373 | 0.1919 | |
5 | nBB | 6 | 1894.1257 | 1894.4539 | 1915.5587 | 0.1950 | |
6 | Div AW | 7 | 1891.0577 | 1891.4969 | 1916.0628 | 0.1996 | |
7 | crHome | 8 | 1892.2575 | 1892.8245 | 1920.8348 | 0.1977 | |
8 | crHome | 7 | 1891.0577 | 1891.4969 | 1916.0628 | 0.1996 | |
9 | nAtBat | 8 | 1889.6365* | 1890.2034* | 1918.2137 | 0.2017* | |
10 | nHome | 9 | 1891.2595 | 1891.9710 | 1923.4089 | 0.1991 | |
11 | crHome | 10 | 1890.7463 | 1891.6194 | 1926.4679 | 0.1998 | |
12 | nRBI | 11 | 1892.7421 | 1893.7939 | 1932.0358 | 0.1966 | |
13 | Div NW | 12 | 1892.9745 | 1894.2225 | 1935.8404 | 0.1961 | |
14 | nRBI | 11 | 1891.3217 | 1892.3735 | 1930.6154 | 0.1988 | |
15 | crAtBat | 12 | 1891.8810 | 1893.1290 | 1934.7468 | 0.1978 | |
* Optimal Value Of Criterion |
Selection stopped at a local minimum of the AIC criterion. |
The model at step 2 is selected where SBC is 1907.96. |
SAS システム |
Selected Effects: | Intercept nHits crRuns |
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Parameter Estimates | |||
---|---|---|---|
Parameter | DF | Estimate | Standardized Estimate |
Intercept | 1 | -4.397043 | 0 |
nHits | 1 | 0.878564 | 0.085678 |
crRuns | 1 | 0.327350 | 0.242977 |