{"product_id":"9783032378033","title":"The Logic of Uncertainty Probability, Simulations, Statistical Inference, and Creative Coding","description":"\u003ch1\u003eThe Logic of Uncertainty\u003c\/h1\u003e\u003ch2\u003eProbability, Simulations, Statistical Inference, and Creative Coding\u003c\/h2\u003e\u003ch3\u003eRebecca Wooten\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eComputers \/ Mathematical \u0026amp; Statistical Software\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003eThis book transitions learners from static descriptive statistics to modeling risk, stochastic tracking, and complex computational probability frameworks under the core theme of navigating structural uncertainty. \u003cem\u003eThe Logic of Uncertainty\u003c\/em\u003e introduces the series' signature integrated optimization framework, which unites mathematical distribution logic, programming execution, and active visual data storytelling into a single, cohesive curriculum arc rather than fragmented topical units. Students learn to build robust Monte Carlo simulation engines by writing custom scripts that model complex real-world variables, such as revenue and cost interactions, to forecast downstream business profit.\u003c\/p\u003e\r\n\u003cp\u003eThe text also demystifies traditional statistical assumptions through unique, hands-on workflows in which readers build, invert, and customize visual validation tools such as Probability-Probability and Quantile-Quantile plots from scratch. Furthermore, it leverages active programmatic loop simulations to provide live visual proofs of mathematical consistency, demonstrating how sample means naturally follow normal curves even when drawn from heavily skewed chi-square populations. Wrapped in advanced custom-coded gaming models and multi-dimensional kinetic visualizations, this book delivers serious academic rigor through intuitive, experiential play.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003cp\u003eRebecca D. Wooten is a mathematician, data analyst, instructor, and curriculum designer with more than three decades of teaching experience in mathematics, statistics, and computer programming. A passionate advocate for hands-on, accessible education, she specializes in data analysis and programming with R, bringing her expertise to Florida Southern College, where she has developed interactive courses renowned for their rigor, creativity, and engagement.\u003c\/p\u003e\r\n\u003cp\u003eBeyond academia, Rebecca is an innovator in computational applications for real-world challenges. She is also a leader in gamified learning and interactive education. Through her Discord community, Educational Gaming, nearly 200 students and educators collaborate on projects, coding challenges, and discussions, fostering a dynamic learning environment that extends beyond the classroom. Her commitment to bridging disciplines led to the founding of The Pedagogue, LLC, an organization dedicated to researching and developing educational materials that integrate learning across multiple platforms. Rebecca’s creative work extends into the arts through Wooten-Works Productions, and her personal YouTube initiative, where she explores:\u003cbr\u003e One-Dimensional Art: storytelling, poetry, and writing\u003cbr\u003e Two-Dimensional Art: digital imagery and formats such as PSD, PNG, and GIF\u003cbr\u003e Three-Dimensional Art: voxel art, 3D modeling, and gaming environments\u003cbr\u003eShe also curates Spooky Hearts, a second YouTube channel where she plays Roblox 3D building games, using virtual spaces to illustrate geometry concepts in engaging and dynamic ways. Throughout \u003cem\u003eThe Triality Series: Data Analysis in R\u003c\/em\u003e, Rebecca introduces students to statistical analysis and creative coding projects—ranging from marble simulations and probability games to algorithmic art and interactive animations. The first two books in the series, \u003cem\u003eEducational Gaming\u003c\/em\u003e and \u003cem\u003eCreative Coding\u003c\/em\u003e, highlight her original R-based games and include photographs that celebrate the personal and joyful side of technical work.\u003c\/p\u003e\r\n\u003cp\u003eFor more information about her personal journey, see the second edition of \u003cem\u003eShades of Me: Art, Poetry, and Technology\u003c\/em\u003e.\u003c\/p\u003e\r\n\u003cp\u003e \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e21 January 2027\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eSpringer Nature Switzerland\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eSpringer\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9783032378033\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Springer Nature Switzerland","offers":[{"title":"Default Title","offer_id":51691702878348,"sku":"9783032378033","price":89.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783032378033","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}