Alexander Botzki’s Post

Simplification of difference between a Random variable and a Stochastic process. A stochastic process is a more complex variable construct level. A Stochastic process may be composed of thousands of Random variables. Another angle is that a Stochastic process is almost always associated with time functions. Random variables can but don't have to be functions of time. PS - this is a simplification. In Math there are many different nuances associated with these terms and may be different to a general simplification i mentioned above. #biostatistics #datascience #stats #research #analytics

Bounded Analytic Functions 💥💥 GET FULL SOURCE CODE AT THIS LINK 👇👇 👉 https://lnkd.in/dVaGHZv7 Bounded Analytic Functions 💥💥 GET FULL SOURCE CODE AT THIS LINK 👇👇 👉 https://lnkd.in/dVaGHZv7 Bounded analytic functions are a fundamental concept in complex analysis. They play a crucial role in various applications, including approximation theory, functional analysis, and quantum mechanics. In this video, we'll explore the definition, properties, and theorems related to bounded analytic functions. These functions are essential in understanding the behavior of complex functions and their mappings. We'll delve into the characteristics of bounded analytic functions, including their continuity, differentiability, and the Cauchy-Riemann equations. Understanding bounded analytic functions has numerous implications in various fields, such as physics, engineering, and mathematics. By grasping these concepts, you'll gain insight into the intricacies of complex analysis and its applications. Here are some suggestions to reinforce your study of bounded analytic functions: * Practice solving problems involving bounded analytic functions. * Explore more advanced topics, such as the theory of normed vector spaces. * Apply the concepts of bounded analytic functions to real-world problems. Additional Resources: [Insert links to additional resources, if any] #stem #complexanalysis #mathematics #computer science #boundedanalyticfunctions #mathtutorial #analytics Find this and all other slideshows for free on our website: https://lnkd.in/dVaGHZv7 #stem #complexanalysis #mathematics #computer #boundedanalyticfunctions #mathtutorial #analytics https://lnkd.in/db4t5rZC

Taking your first steps with statistics? Shreya Shukla's primer on t-tests covers the math behind them, the reasons you'd need them, and ways to interpret their results accurately.

The ☆trval is the earthval if we think deep enough, we will interconnect many more analytical Metrics using mathematical variables. We want to focus in on ANALYZING RAM Byte Frequency Streams in (AU) as a means to combine into NANO Spectrum Analytics.

https://lnkd.in/eSfRrhVb Accessible and reader-friendly 'how to' for anyone using R for the first time, for use in spatial statistical analysis, geocomputation and digital mapping. #rprogramming #SpatialAnalysis #SpatialDataScience #SpatialData #DataScience

P-3 In this blog, I have coded multiple linear regression from scratch and also explained the mathematics behind it. The video in this post shows the plane made by our multiple linear regression model. It demonstrates how the linear regression algorithm creates a best-fit hyperplane in space to predict outcomes. Do check out the blog, and I will be waiting for your feedback. Blog Link : https://lnkd.in/gMQSpfh7

⛳ Feature Paper Recommendation #Mathematics (IF 2.3, JCR Q1; ISSN: 2227-7390) #FuzzySetsSystemsDecisionMakingSection ✏️ Title: Jointly Modeling Rating Responses and Times with Fuzzy Numbers: An Application to Psychometric Data 👉 Link to Study: https://buff.ly/4fTjz8y ✏️ Keywords: fuzzy rating data; fuzzy statistics; fuzzy linear regression 🎉 Congratulations on the success of this article! @MDPIOpenAccess @ComSciMath_Mdpi

If you want to learn only one statistical test, then learn the permutation test. This intuitive method helps you assess the significance of your results without complex mathematical formulas. By simply shuffling labels and comparing outcomes, you can determine the validity of your findings. Whether you're in psychology, genetics, or machine learning, the permutation test is a versatile tool that will elevate your data analysis skills. Don’t let the complexity of traditional statistics hold you back. With the permutation test, you gain a powerful, easy-to-understand approach to making sense of your data. Start using permutation tests today and unlock new insights in your research and projects. Read my detailed article on Towards Data Science and take the first step towards mastering this essential statistical tool! ➡️ https://lnkd.in/dGUSNGqY #DataScience #MachineLearning #Statistics #PermutationTest #LearningByDoing #TowardsDataScience

Master the mathematical concept of “mean” with our step-by-step guide! 💡 Visit our blog to explore definitions, real-life examples & exercises: 🔗 bit.ly/3VK30Dx. #Mathnasium #Statistics #MathHelp