Economics of Open Source Software DevelopmentM. Michlmayr and A. Senyard, "A statistical analysis of defects in Debian and strategies for improving quality in free software projects," in The Economics of Open Source Software Development, J. Bitzer and P. J. H. Schrder, Eds. Amsterdam, The...
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage data-sciencemachine-learningaicpppandasstatistical-analysisdata-analysistensorboardtrading-strategiestrading-algorithmstensorstatisticaldataframenumerical-analysisfinancial-engineeringmultidimensiona...
The software is capable of preparing reports that are straight forward and easy to understand. These results can be easily interpreted and converted to applicable strategies. The software is capable of data extraction, processing, data modeling and analysis. The software allows users to make ...
Many of these sorts of meetings require negotiation, and good negotiation often involves withholding of information or outright deception, and I’m not good at either of these things, so I don’t even try. Instead I try some of the classic “Getting to Yes” strategies: (1) Before the me...
This question comes up when studying human behavior under different strategies for presenting information (e.g., forecast displays, data visualizations, displays or explanations of model predictions) and in our own research when we must decide how to plot our results or report effects. Understanding...
open to detecting differences in either direction. A practical point to note is that a one-tailed test will yield a probability value that is exactly half of that from a two-tailed test, because it only looks at one side of the distribution. For more insights on testing strategies and thei...
Designed and executed statistical analysis strategies for 3 major clinical trials, resulting in successful FDA approvals. • Developed 10+ innovative statistical programming tools and macros, reducing data analysis time by 35%. • Played a key role in improving programming SOPs, which enhanced over...
There are strategies for multi-class problems which overcome the need for several SVMs, some are summarised in [246]. The software used in this study was SVMlight [247]. A preliminary attempt at separating the data into classes used linear SVMs and it was found that although classes 1 (...
Uses of Statistics in Data Analysis When we comprehensively understand the trends within our market, we gain a competitive advantage. We can employ statistical analysis to anticipate future behaviors by implementing suitable risk management strategies. Furthermore, by leveraging specific data on consumer ...
In a clickstream analysis setting, Mixture Hidden Markov Models (MHMMs) can be used to examine categorical sequences assuming they evolve according to a mi