Views
3 years ago

Variable Selection Methods for Giga-Bases - INFORMS NY

Variable Selection Methods for Giga-Bases - INFORMS NY

Correlations and

Correlations and Redundancy. ELI plots. E(xploratory) L(inear) I(nformation) ELI PLOTS - CORRS BY LN_DAY, 4 SEMIPARTIALS REQUESTED -1 *------------------------------------------------------------ *------------------------------------------------------------ WITH:=LN_DAY VAR_NAME_+_LABEL min m N_DAYLS2: | | *1 N_DAYLST: #_days lst_clkth | | * N_DAYSEX: | | *-- * --1 N_INTRST: #_intrsts e_intr | | ** RESPONSE: | | ** SEXUNKN: | 1-------- --------*--- ---0----- -----|------- -------4 TENURE: # days since bec | *0|4 TOT_RCVD: tot rcvd e_rcvd | | 4-*1 4 ‘*’ = overprint, ‘0’ = zero-order correlation, ‘(1, 2, 3, 4)’ = 4th-largest (in absolute value) first-order semi-partial correlations. 9/18/03 48

Correlations and Redundancy. ELI plots. E(xploratory) L(inear) I(nformation) VAR NAMES FOR SEMIPARTIAL CORRS BS WITH VAR SEMI1 SEMI2 SEMI3 SEMI4 1 LN_DAY N_DAYLS2 SEXUNKN N_INTRST TENURE TOT_RCVD 2 LN_DAY N_DAYLST SEXUNKN TENURE N_INTRST TOT_RCVD 3 LN_DAY N_DAYSEX SEXUNKN TENURE N_INTRST TOT_RCVD 4 LN_DAY N_INTRST N_DAYLS2 N_DAYLST N_DAYSEX TENURE 5 LN_DAY RESPONSE TENURE N_INTRST TOT_RCVD SEXUNKN 6 LN_DAY SEXUNKN N_DAYSEX N_DAYLS2 N_DAYLST RESPONSE 7 LN_DAY TENURE N_DAYSEX N_DAYLS2 N_DAYLST RESPONSE 8 LN_DAY TOT_RCVD SEXUNKN TENURE N_INTRST N_DAYLS2 Similarly, for partial correlations. 9/18/03 49

Empowering Knowledge Computing with Variable Selection - On ...
Interaction Detection With TreeNet Boosted Tree ... - INFORMS NY
When Fuzzy Modeling Provides the Most Precise ... - INFORMS NY
A Variable Selection in Multiple Linear Regression Models Based ...
A Method for Simultaneous Variable Selection and Outlier ...
A New Variable Selection Method Based on All Subsets Regression
Selection of Predictor Variables
Variable selection by pseudo wavelets in heteroscedastic ...
Simultaneous Regression Shrinkage, Variable Selection, and ...
A Variable Step-Size Selection Method for Implicit Integration ...
VARIABLE SELECTION BASED ON MUTUAL ... - ISR-Coimbra
VARIABLE STEP-SIZE SELECTION METHODS FOR IMPLICIT ...
Bayesian methods for variable and feature selection with a large ...
Methods for Data Selection in Medical Databases - World Academy ...
A Note on Path-based Variable Selection in The Penalized ...
Regularization and variable selection via the elastic net - Stanford ...
biomarker indentification using bayesian variable selection based ...
Simultaneous regression shrinkage, variable selection and ...
Proteomics and Variable Selection
A Genetic Algorithm to Select Variables in Logistic Regression ...
MCD-RoSIS – A robust procedure for variable selection - TU Dortmund
Simultaneous regression shrinkage, variable selection and ...
A density-based method for adaptive LDA model selection ARTICLE ...
Package Flow Technologies The Road to Optimization - INFORMS NY
High-dimensional variable selection - Department of Statistics ...