The Murdaugh verdict has been a subject of interest in recent times, with a South Carolina jury finding Alex Murdaugh guilty on two counts of first-degree murder and two counts of weapons possession during a violent crime. This article explores the case from a Bayesian perspective, providing insights into how Bayesian reasoning can be applied …
Time series forecasting has long been regarded as a critical component in myriad fields, ranging from finance and economics to environmental science and engineering. Accurate predictions of future observations enable businesses, researchers, and policymakers to make informed decisions, optimize resource allocation, and mitigate potential risks. However, real-world time series data often exhibit complex patterns and …
Understanding Multivariate Probabilistic Time Series Forecasting with Informer Read More »
In scientific research, dropout rates refer to the number of participants who leave a study before it is completed. Differential dropout rates are when certain groups of participants are more likely to drop out than others. This phenomenon can have a significant impact on the accuracy and reliability of research findings, as it can …
In today’s fast-paced financial world, businesses require accurate and timely financial forecasting to make informed decisions. Multivariate time series forecasting has become a popular technique in finance to predict future values of multiple variables simultaneously. It is a statistical method that models the behavior of several interdependent variables over time, considering the historical data of …
Using Multivariate Time Series Forecasting with Transformers in Finance Read More »
Introduction Data science and social media have become inseparable, with social media platforms generating vast amounts of data that can be analyzed to gain insights into human behavior. Understanding online behavior can have significant implications for businesses, governments, and individuals. In this post, we will explore the relationship between data science and social media, and …
Data Science and Social Media: Understanding Online Behavior Read More »
