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Probability eBooks

If you like Probability eBooks, then you'll love these top picks.
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  • XGBoost for Regression Predictive Modeling and Time Series Analysis

    Build intuitive understanding, develop, build, evaluate and deploy model

    Build an understanding of XGBoost and gain hands-on experience with the XGBoost Python API through multiple practical use cases for classification, Regression and Time series analysis including model testing and deployment.Key FeaturesQuick start guide using XGBoost to build a classifier, getting you up and running right awayEasy-to-follow deep dive explanation of the XGBoost technical ... Read more

    $35.99 USD

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  • Everything Is Predictable

    How Bayesian Statistics Explain Our World

    by Tom Chivers ...
    A captivating and user-friendly tour of Bayes’s theorem and its global impact on modern life from the acclaimed science writer and author of The Rationalist’s Guide to the Galaxy.At its simplest, Bayes’s theorem describes the probability of an event, based on prior knowledge of conditions that might be related to the event. But in Everything Is Predictable, Tom Chivers lays out how it affects ... Read more

    $14.99 USD

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  • Machine Learning Q and AI

    30 Essential Questions and Answers on Machine Learning and AI

    Learn the answers to 30 cutting-edge questions in machine learning and AI and level up your expertise in the field.If you’re ready to venture beyond introductory concepts and dig deeper into machine learning, deep learning, and AI, the question-and-answer format of Machine Learning Q and AI will make things fast and easy for you, without a lot of mucking about.Born out of questions often fielded ... Read more

    $29.99 USD

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  • Modern Data Visualization with R

    Series series Chapman & Hall/CRC The R Series
    Modern Data Visualization with R describes the many ways that raw and summary data can be turned into visualizations that convey meaningful insights. It starts with basic graphs such as bar charts, scatter plots, and line charts, but progresses to less well-known visualizations such as tree maps, alluvial plots, radar charts, mosaic plots, effects plots, correlation plots, biplots, and the mapping ... Read more

    $79.99 USD

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  • Functional Data Analysis with R

    Emerging technologies generate data sets of increased size and complexity that require new or updated statistical inferential methods and scalable, reproducible software. These data sets often involve measurements of a continuous underlying process, and benefit from a functional data perspective. Functional Data Analysis with R presents many ideas for handling functional data including dimension ... Read more

    $99.99 USD

  • Correlation in Engineering and the Applied Sciences

    Applications in R

    Series series Synthesis Lectures on Mathematics & Statistics
    This book focuses on correlation coefficients and its applications in applied science fields. The book begins by describing the historical development and various types of correlations. Rank correlation methods including Pearson’s, Spearman’s, and Kendall’s correlation are discussed at length. The book also discusses sampling distribution of correlation coefficients and applications of ... Read more

    $40.99 USD

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  • Reliability Assessment of Tethered High-altitude Unmanned Telecommunication Platforms

    k-out-of-n Reliability Models and Applications

    Series series Infosys Science Foundation Series
    This book provides a systematic presentation of the major results in the field of the theory of k-out-of-n systems obtained in recent years and their applications for the reliability assessment of high-altitude unmanned platforms. Mathematical models, methods, and algorithms, presented in the book, will make a significant contribution to the development of reliability theory and the theoretical ... Read more

    $152.99 USD

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  • Teoria della Probabilità

    Processi e calcolo stocastico

    Series Book 156 - UNITEXT
    Questo libro offre un approccio moderno alla teoria dei processi stocastici in tempo continuo e del calcolo differenziale stocastico. I contenuti vengono trattati in modo rigoroso, completo e autonomo. Nella prima parte, viene introdotta la teoria dei processi di Markov e delle martingale, con un approfondimento sul moto Browniano e il processo di Poisson. Di seguito, è sviluppata la teoria dell ... Read more

    $18.99 USD

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  • The Art of Randomness

    Randomized Algorithms in the Real World

    Harness the power of randomness (and Python code) to solve real-world problems in fun, hands-on experiments—from simulating evolution to encrypting messages to making machine-learning algorithms!The Art of Randomness is a hands-on guide to mastering the many ways you can use randomized algorithms to solve real programming and scientific problems. You’ll learn how to use randomness to run ... Read more

    $29.99 USD

  • Machine Learning with R

    Prepare and process data with H2O and Keras

    by Uli Schell ...
    How do you teach computers to learn from data?This hands-on introduction teaches the basics of machine learning with R, H2O and Keras using numerous examples. You will be able to select the appropriate approach and apply it to your own questions such as image classification or predictions.Since erroneous data can jeopardize learning success, special attention is paid to data preparation and ... Read more

    $9.99 USD

  • Efficiency and Productivity Analysis

    Using Copulas in Stochastic Frontier Models

    This book is an easy-to-understand guide to modeling productivity and efficiency using modern statistical tools. It introduces readers to the fundamentals of stochastic frontier analysis (SFA) and gradually takes them to the forefront of academic research in this area, examining the latest concepts and methods related to the use of copulas in SFA.Following a comprehensive review of classic ... Read more

    $48.99 USD

  • Korteweg–de Vries Flows with General Initial Conditions

    Series series Mathematical Physics Studies
    Large numbers of studies of the KdV equation have appeared since the pioneering paper by Gardner, Greene, Kruskal, and Miura in 1967. Most of those works have employed the inverse spectral method for 1D Schrödinger operators or an advanced Fourier analysis. Although algebraic approaches have been discovered by Hirota–Sato and Marchenko independently, those have not been fully investigated and ... Read more

    $107.99 USD

  • Notes on Tug-of-War Games and the p-Laplace Equation

    Series series SpringerBriefs on PDEs and Data Science
    This book addresses the interplay between stochastic processes and partial differential equations. More specifically, it focuses on the connection between the nonlinear p-Laplace equation and the stochastic game called tug-of-war with noise. The connection in this context was discovered approximately 15 years ago and has since provided new insights and approaches. These lecture notes provide a ... Read more

    $40.99 USD

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  • Modeling and Analysis of Longitudinal Data

    Longitudinal Data Analysis, Volume 50 in the Handbook of Statistics series covers how data consists of a series of repeated observations of the same subjects over an extended time frame and is thus useful for measuring change. Such studies and the data arise in a variety of fields, such as health sciences, genomic studies, experimental physics, sociology, sports and student enrollment in ... Read more

    $224.99 USD

  • Diffusion Under Confinement

    A Journey Through Counterintuition

    This book offers the reader a journey through the counterintuitive nature of Brownian motion under confinement. Diffusion is a universal phenomenon that controls a wide range of physical, chemical, and biological processes. The transport of spatially-constrained molecules and small particles is ubiquitous in nature and technology and plays an essential role in different processes. Understanding ... Read more

    $80.99 USD

  • Bayesian Analysis with Python

    A practical guide to probabilistic modeling

    Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these librariesKey FeaturesConduct Bayesian data analysis with step-by-step guidanceGain insight into a modern, practical, and computational approach to Bayesian statistical modelingEnhance your learning with best ... Read more

    $35.99 USD or Free with Kobo Plus

  • Numerical Approximations of Stochastic Maxwell Equations

    via Structure-Preserving Algorithms

    Series Book 2341 - Lecture Notes in Mathematics
    The stochastic Maxwell equations play an essential role in many fields, including fluctuational electrodynamics, statistical radiophysics, integrated circuits, and stochastic inverse problems.This book provides some recent advances in the investigation of numerical approximations of the stochastic Maxwell equations via structure-preserving algorithms. It presents an accessible overview of the ... Read more

    $58.99 USD

  • Estimating Presence and Abundance of Closed Populations

    Series series Statistics for Biology and Health
    This comprehensive book covers a wide variety of methods for estimating the sizes and related parameters of closed populations. With the effect of climate change, and human territory invasion, we have seen huge species losses and a major biodiversity decline. Populations include plants, trees, various land and sea animals, and some human populations. With such a diversity of populations, an ... Read more

    $80.99 USD

  • Bayesian Statistics, New Generations New Approaches

    BAYSM 2022, Montréal, Canada, June 22–23

    Series Book 435 - Springer Proceedings in Mathematics & Statistics
    This book hosts the results presented at the 6th Bayesian Young Statisticians Meeting 2022 in Montréal, Canada, held on June 22–23, titled "Bayesian Statistics, New Generations New Approaches". This collection features selected peer-reviewed contributions that showcase the vibrant and diverse research presented at meeting.This book is intended for a broad audience interested in statistics and aims ... Read more

    $143.99 USD

  • Stochastic Geometric Analysis with Applications

    by Ovidiu Calin ...
    This book is a comprehensive exploration of the interplay between Stochastic Analysis, Geometry, and Partial Differential Equations (PDEs). It aims to investigate the influence of geometry on diffusions induced by underlying structures, such as Riemannian or sub-Riemannian geometries, and examine the implications for solving problems in PDEs, mathematical finance, and related fields. The book aims ... Read more

    $127.99 USD

  • Peeling Random Planar Maps

    École d’Été de Probabilités de Saint-Flour XLIX – 2019

    Series Book 2335 - Lecture Notes in Mathematics
    These Lecture Notes provide an introduction to the study of those discrete surfaces which are obtained by randomly gluing polygons along their sides in a plane. The focus is on the geometry of such random planar maps (diameter, volume growth, scaling and local limits...) as well as the behavior of statistical mechanics models on them (percolation, simple random walks, self-avoiding random walks... ... Read more

    $62.99 USD

  • Mappings with Direct and Inverse Poletsky Inequalities

    Series Book 78 - Developments in Mathematics
    The monograph is devoted to the use of the moduli method in mapping theory, in particular, the meaning of direct and inverse modulus inequalities and their possible applications. The main goal is the development of a modulus technique in the Euclidean space and some metric spaces (manifolds, surfaces, quotient spaces, etc.). Particular attention is paid to the local and boundary behavior of ... Read more

    $116.99 USD

  • Catch the Running Numbers

    The weekly lottery numbers were drawn: 25 – 40 – 41 – 52 – 56.Have you ever wondered why 25?Have you ever wondered why not 39?Have you ever wondered why didn't you choose 41?Have you ever wondered how come your combination didn't win?Have you ever wondered why this particular combination was drawn?Have you ever wondered how could you have won?This book tries to answer whether it is possible to ... Read more

    $4.99 USD or Free with Kobo Plus

  • Ausgewählte Themen des Malliavin-Kalküls

    Chaos, Divergenz und noch viel mehr

    Dieses Buch ist keine Forschungsmonographie zum Malliavin-Kalkül mit neuesten Ergebnissen und besonders anspruchsvollen Beweisen. Es enthält nicht alle Ergebnisse, die für die behandelten grundlegenden Themen bekannt sind. Das Ziel ist vielmehr, eine möglichst große Vielfalt an Beweistechniken zu bieten. Zum Beispiel haben wir uns nicht auf den Beweis der Konzentrationsungleichung für Funktionale ... Read more

    $18.99 USD