Personal Information
Organization / Workplace
Greater New York City Area United States
Occupation
Senior Statistical Consultant
Industry
Education
About
Senior Statistician/Economist with extensive experience in analytical data modeling, data mining and forecasting for industries including petroleum, cosmetics, pharmaceuticals, banking, biology, communications, direct mail marketing, insurance, retailing, web-marketing and software. Thoroughly experienced in all phases of statistical and econometric analysis, computing, system implementation, and reporting.
Noted for ability to work independently, as a team player or manager, and for rapidly analyzing and resolving problem situations. Strong communication skills. Delivered numerous presentations and papers. Native speaker of Spanish and fluent in other languages.
Tags
partial dependency plots
classification and regression trees
logistic regression
model interpretation
gradient boosting
exploratory data analysis
gof
bagging
variable selection
roc
linear regression
visualization
partial and semi partial correlations
missing value imputation
ensembles
random forests
cart
classification
model fit;
gradient boosting;
tree models
model interpration;
model interpretation pdp
balanced unbalanced
partial dependency plots and variants
tree methods
ensemble models
curse of dimensionality
segmentation
cluster analysis
factor analysis
principal components
outliers
multivariate missing value imputation
causality
simpson's paradox
contingency table
odds ratios
biariate
applications
bayesian inference
central limit theorem
transformations
dispersion
central tendency
probability
statistical inference
univariate statistics
overall exploratory data analysis
statistics introduction
tree represenation
comparative examples
prediction recall curve
lift chart
residual analysis
non-linear regression
methods comparison
goodness of fit measures
balance / imbalance
precision - recall
data science
co-lineari
suppression enhancement
semi-partial correlations
partial correlations
zero-order correlations
pruniing
classification trees
fast computing
nesug
sas
data mining
statistics
model selection
model comparison
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