{"id":38,"date":"2019-06-17T03:17:48","date_gmt":"2019-06-17T03:17:48","guid":{"rendered":"http:\/\/yieldwise.com\/wordpress\/?page_id=38"},"modified":"2024-10-26T10:00:23","modified_gmt":"2024-10-26T10:00:23","slug":"research","status":"publish","type":"page","link":"https:\/\/yieldwise.com\/wordpress\/index.php\/welcome-to-yieldwise-inc-a-managed-analytics-company\/research\/","title":{"rendered":"Research"},"content":{"rendered":"\r\n<font size=\"5\"><p class=\"wp-block-paragraph\">YieldWise provides research and development services for corporate clients seeking top experts for cutting-edge analytical projects. Our research group keeps YieldWise&#8217;s analytical and software development technologies and services at the forefront of the industry.<\/p>\r\n<p>Below are just some of our research and development projects:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Development of a software solution for advanced survey analytics using a polytomous Rasch measurement model, inter-rater agreement, and Bayesian Relational Networks. This solution can be used for workforce planning, talent management, consumer insights and market research (consumer and product profiles).<\/li>\r\n\r\n\r\n\r\n<li>Development and deployment of a system that monitors borrowers&#8217; financial behavior and creates optimal actions to prevent loan defaults (design of statistical experiments, machine-learning classification using support vector machine method and its probabilistic variations, time-to-event models).<\/li>\r\n\r\n\r\n\r\n<li>Estimation of instantaneous risk and prediction of losses (<a href=\"https:\/\/www.yieldwise.com\/Cox-Hazard-Model-Berestizhevsky-Kolosova Variance Journal.pdf\" target=\"_blank\" rel=\"noopener\">Bayesian Cox hazard model<\/a>, asset depreciation based on Gompertz-like model).<\/li>\r\n\r\n\r\n\r\n<li>Design of large-scale statistical experiments to identify active factors that impact customer purchasing behavior (Plackett-Burman designs followed up with fractional factorial plans).<\/li>\r\n\r\n\r\n\r\n<li>Estimation of price, supply, and demand elasticities to optimize prices per store\/product (Hidden Markov model, support vector machines, design of statistical experiments).<\/li>\r\n\r\n\r\n\r\n<li>Development of a large-scale product recommendation system using Bayesian Relational Networks.<\/li>\r\n\r\n\r\n\r\n<li>Development of a systematic approach for discovering the source of faults that cause yield degradation in the manufacturing process of semiconductor IC (integrated circuits) devices.\u00a0<\/li>\r\n\r\n\r\n\r\n<li>Development of discrimination criterion for finding the active factors in screening experiments.<\/li>\r\n\r\n\r\n\r\n<li>Development of a systematic approach intended to reduce the purchase cost of Web proxy caches by optimal using of available resources.<\/li>\r\n\r\n\r\n\r\n<li>Development and deployment of complex statistically designed digital and TV advertising experiments.<\/li>\r\n\r\n\r\n\r\n<li>Development of models, algorithms, and programs for digital content recommendation and personalization.<\/li>\r\n\r\n\r\n\r\n<li>Development of solution for behavior nano-clustering of customers using Relational Bayesian Networks methodology.<\/li>\r\n\r\n\r\n\r\n<li>Development and deployment of advanced statistical methods and algorithms for measurement of Search and Advertising processes such as web search, mobile search, shopping search, etc.<\/li>\r\n\r\n\r\n\r\n\r\n\r\n<li>Development and implementation of advanced methods and algorithms for discovering and analyzing the commercial intentions of web visitors.<\/li>\r\n\r\n\r\n\r\n<li>Development of predictive models of customers purchasing behavior (time-to-event predictions).<\/li>\r\n\r\n\r\n\r\n<li>Development of methods and algorithms for predicting the popularity of messages on X (former Twitter). The implementation of the system is intended to indicate whether or not a message will be retweeted and predict the volume of retweets\/reposts.<\/li>\r\n<\/ul>\r\n\r\n<\/font>","protected":false},"excerpt":{"rendered":"<p>YieldWise provides research and development services for corporate clients seeking top experts for cutting-edge analytical projects. Our research group keeps YieldWise&#8217;s analytical and software development technologies and services at the forefront of the industry. Below are just some of our research and development projects:<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":6,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-38","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/yieldwise.com\/wordpress\/index.php\/wp-json\/wp\/v2\/pages\/38","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yieldwise.com\/wordpress\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/yieldwise.com\/wordpress\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/yieldwise.com\/wordpress\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yieldwise.com\/wordpress\/index.php\/wp-json\/wp\/v2\/comments?post=38"}],"version-history":[{"count":9,"href":"https:\/\/yieldwise.com\/wordpress\/index.php\/wp-json\/wp\/v2\/pages\/38\/revisions"}],"predecessor-version":[{"id":265,"href":"https:\/\/yieldwise.com\/wordpress\/index.php\/wp-json\/wp\/v2\/pages\/38\/revisions\/265"}],"up":[{"embeddable":true,"href":"https:\/\/yieldwise.com\/wordpress\/index.php\/wp-json\/wp\/v2\/pages\/6"}],"wp:attachment":[{"href":"https:\/\/yieldwise.com\/wordpress\/index.php\/wp-json\/wp\/v2\/media?parent=38"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}