000 | 01093nam a22002177a 4500 | ||
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003 | KeNaZET | ||
005 | 20241018115054.0 | ||
007 | ta | ||
008 | 241018b |||||||| |||| 00| 0 eng d | ||
020 | _a9781685800277 | ||
040 | _cZET-Ke | ||
050 | _aQ325.5 .K55 2023 | ||
100 |
_aKlimberg, Ron. _eauthor _94797 |
||
245 |
_aFundamentals of predictive analytics with JMP / _cRon Klimberg |
||
250 | _aThird Edition | ||
260 |
_aUSA : _bSAS Press, _cc2023. |
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300 |
_axi, 469 pages : _bill. _c24 cm. |
||
504 | _aincludes bibliographical references and index. | ||
505 | _aIntroduction -- Statistics review -- Dirty data -- Data discovery with multivariate data -- Regression and ANOVA -- Logistic regression -- Principal components analysis -- Least absolute shrinkage and selection operator and elastic net -- Cluster analysis --Decision trees -- k-nearest neighbors -- Neural networks --Bootstrap forests and boosted trees -- Model comparison -- Text mining -- Market basket analysis -- Time series forecasting -- Statistical storytelling -- | ||
942 |
_2lcc _cBK _kQ325.5 _m.K55 2023 |
||
999 |
_c6246 _d6246 |