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Artículo: AMZ-B0F74F31ZC
MATLAB Fundamentals for Probability, Statistics, and Data Analytics
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Paperback
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En stock
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0.80 kg
0.80 kg
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Sí
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Nuevo
Nuevo
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Amazon
Amazon
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USA
USA
Sobre este producto
- Transform Numbers into Knowledge - One MATLAB Command at a TimeUnlock the full analytical power of MATLAB and elevate your understanding of probability, statistics, and data analytics from classroom theory to professional-grade practice. Crafted for learners who demand mathematical depth and hands-on code proficiency, this definitive reference condenses an entire semester’s worth of lectures into 98 ultra-focused chapters. Whether you’re decoding random variables, stress-testing hypotheses, or engineering Monte Carlo simulations, each topic is delivered with crystal-clear explanations and ready-to-run scripts.What Makes This Textbook Stand Out?• End-to-End Roadmap — Progress seamlessly from foundational matrix algebra through advanced statistical inference, ensuring no conceptual gaps. • Code-Driven Learning — Every formula is paired with MATLAB examples, empowering you to verify theory with live computations. • High-Impact Topics Covered – Random Number Generation & Simulation – Bayesian Updating & Conditional Probability – Hypothesis Testing, Confidence Intervals, p-Values – Maximum Likelihood & Moment-Based Estimation – Central Limit Theorem & Law of Large Numbers – Regression Analysis, ANOVA, Logistic Models – Principal Component Analysis & Clustering Algorithms • Reproducible Workflows — Set seeds, vectorize calculations, and benchmark numerical precision without trial-and-error. • Instant Application — Ideal for data science projects, engineering research, quantitative finance, and academic coursework.“Finally, a MATLAB-centric statistics text that speaks fluent mathematics and executable code in the same breath.”
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