litigation outcomes. Based on 171 PPP litigation cases from China Judgements Online within 2013-2018, the research identified 17 … legal factors and explained how these factors influence the litigation outcomes, which are named as “prediction approach” in … terminating the contract unilaterally. To some extent, if parties consider the case litigation outcome, they are more likely …

-acquired" characteristics to predict the chances that the patent will be involved in litigation. This comment critiques Professor Chien's model …Professor Colleen Chien recently developed an innovative and important model that relies on a patent's "after … definition of data regarding the patent owner, further categorization of reexamination data, and research into the timing of …

of interest involves using newly available information to predict patent litigation - to identify patents that will in … several fundamental problems with predicting patent litigation. It may therefore be a useful source to anyone who is …. Perhaps the most surprising message from the analysis is just how difficult it might be to predict patent litigation to a …

Patent lawsuits are disruptive, unpredictable, and costly. The inability to anticipate patent litigation makes it … ward off litigation. This article confronts this systemic problem, by examining the factors that lead a particular patent … to be litigated – only around 1% of patents ever is. It relates the eventual litigation of a patent to earlier events in …

Economic theory asserts that, in general, the only cases going to trial should be cases with unpredictable outcomes … cases before trial. I test this theory using a dataset of decisions from the U.S. Courts of Appeals over a six-year period … the model have important implications for litigation strategy …

period of most patent troll litigation, 2010 to 2014. We conduct analyses using cash flow predictive models and observations … from companies that had consistently obtained patents granted by the U.S. Patent and Trademark Office. Regression results … judicial actions that have limited the ability of entities to file patent infringement lawsuits …

technologies, and conflicts with basic patent theory. Accordingly, the Patent Office and courts need to reconsider how they use … the analysis away from the gap between the prior art and the invention to the invention only. The Patent Office, the …

additional value to a simple logistic regression. Our results provide practical advice to everyone building patent litigation … models, e.g., for litigation insurance or patent management in more general … prediction - the number of observations, the number of patent characteristics and the model choice. We find that the extending …