Personal Information
Organization / Workplace
Porto Alegre Area, Brazil Brazil
Occupation
Professor of Empirical Finance, Econometrics, Statistics, and Data Science. Department of Economics.
Industry
Consulting / Advisory
Website
www.ufrgs.br/ecompfin
About
Currently. I'm the assistant coordinator of e-CompFin - Center for Research in Data Science, Economics, and Finance.
Activity: We are developing a system -- e-Vidence -- to computationally implement economic models for data prediction without human intervention. To provide the best real-time estimates of several economic variables, we combine predictive and causal inference techniques, with and without the use of machine learning tools.
Tags
s&p 500
regressão linear
matriz chapéu
hat matrix
diagnosticos de selecao do modelo
regressão linear múltipla
transformações
diagnosticos
diagnosticos de observações influentes
statistical arbitrage.
quantitative strategies
distance long-short
copula
pairs trading
text mining.
sentiment analysis
machine learning
big data
wccvar
scenarios
risk management
mixed copula
linear programming
gaussian copula
finance
asset allocation
cointegração
phillips-perron
var
impulso resposta
kpss
decomposição da variância
adf
cointegration
vecm
dickey-fuller
box and jenkins
wolf decomposition
estacionariedade
stationarity
seasonal arima
arma
arimax
armax
sarima
decomposição de wolf
arima
See more
Presentations
(3)Likes
(1)Machine Learning by Analogy
Colleen Farrelly
•
8 years ago
Personal Information
Organization / Workplace
Porto Alegre Area, Brazil Brazil
Occupation
Professor of Empirical Finance, Econometrics, Statistics, and Data Science. Department of Economics.
Industry
Consulting / Advisory
Website
www.ufrgs.br/ecompfin
About
Currently. I'm the assistant coordinator of e-CompFin - Center for Research in Data Science, Economics, and Finance.
Activity: We are developing a system -- e-Vidence -- to computationally implement economic models for data prediction without human intervention. To provide the best real-time estimates of several economic variables, we combine predictive and causal inference techniques, with and without the use of machine learning tools.
Tags
s&p 500
regressão linear
matriz chapéu
hat matrix
diagnosticos de selecao do modelo
regressão linear múltipla
transformações
diagnosticos
diagnosticos de observações influentes
statistical arbitrage.
quantitative strategies
distance long-short
copula
pairs trading
text mining.
sentiment analysis
machine learning
big data
wccvar
scenarios
risk management
mixed copula
linear programming
gaussian copula
finance
asset allocation
cointegração
phillips-perron
var
impulso resposta
kpss
decomposição da variância
adf
cointegration
vecm
dickey-fuller
box and jenkins
wolf decomposition
estacionariedade
stationarity
seasonal arima
arma
arimax
armax
sarima
decomposição de wolf
arima
See more