[HTML][HTML] Electricity price forecasting: A review of the state-of-the-art with a look into the future
R Weron - International journal of forecasting, 2014 - Elsevier
A variety of methods and ideas have been tried for electricity price forecasting (EPF) over the
last 15 years, with varying degrees of success. This review article aims to explain the …
last 15 years, with varying degrees of success. This review article aims to explain the …
Monte Carlo sampling-based methods for stochastic optimization
T Homem-de-Mello, G Bayraksan - Surveys in Operations Research and …, 2014 - Elsevier
This paper surveys the use of Monte Carlo sampling-based methods for stochastic
optimization problems. Such methods are required when—as it often happens in practice …
optimization problems. Such methods are required when—as it often happens in practice …
[HTML][HTML] Permutation inference for the general linear model
Permutation methods can provide exact control of false positives and allow the use of non-
standard statistics, making only weak assumptions about the data. With the availability of fast …
standard statistics, making only weak assumptions about the data. With the availability of fast …
Sketching as a tool for numerical linear algebra
DP Woodruff - … and Trends® in Theoretical Computer Science, 2014 - nowpublishers.com
This survey highlights the recent advances in algorithms for numerical linear algebra that
have come from the technique of linear sketching, whereby given a matrix, one first …
have come from the technique of linear sketching, whereby given a matrix, one first …
Automated experiments on ad privacy settings: A tale of opacity, choice, and discrimination
To partly address people's concerns over web tracking, Google has created the Ad Settings
webpage to provide information about and some choice over the profiles Google creates on …
webpage to provide information about and some choice over the profiles Google creates on …
[图书][B] Selecting the right analyses for your data: Quantitative, qualitative, and mixed methods
WP Vogt, DC Gardner, LM Haeffele, ER Vogt - 2014 - books.google.com
" What are the most effective methods to code and analyze data for a particular study? This
thoughtful and engaging book reviews the selection criteria for coding and analyzing any set …
thoughtful and engaging book reviews the selection criteria for coding and analyzing any set …
Extremal mechanisms for local differential privacy
Local differential privacy has recently surfaced as a strong measure of privacy in contexts
where personal information remains private even from data analysts. Working in a setting …
where personal information remains private even from data analysts. Working in a setting …
[图书][B] Handbook of missing data methodology
Missing data affect nearly every discipline by complicating the statistical analysis of collected
data. But since the 1990s, there have been important developments in the statistical …
data. But since the 1990s, there have been important developments in the statistical …
[图书][B] Upper and lower bounds for stochastic processes
M Talagrand - 2014 - Springer
This book had a previous edition [132]. The changes between the two editions are not only
cosmetic or pedagogical, and the degree of improvement in the mathematics themselves is …
cosmetic or pedagogical, and the degree of improvement in the mathematics themselves is …