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Mathematical Theory of Bayesian Statistics
by Watanabe, Sumio       
(Hardcover - English - 9781482238068)
Mathematical Theory of Bayesian Statistics introduces the mathematical foundation of Bayesian inference which is well-known to be more accurate in many real-world problems than the maximum likelihood method. Recent research has uncovered several mathematical laws in Bayesian statistics, by which both the generalization loss and the marginal likelihood are estimated even if the posterior distribution cannot be approximated by any normal distribution. Features ul li Explains Bayesian inference not subjectively but objectively. li li Provides a mathematical framework for conventional Bayesian theorems. li li Introduces and proves new theorems. ..
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Rp. 5.766.000
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Rp. 4.903.000
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Environmental and Ecological Statistics with R
by Qian, Song S.       
(Hardcover - English - 9781498728720)
Emphasizing the inductive nature of statistical thinking, Environmental and Ecological Statistics with R, Second Edition , connects applied statistics to the environmental and ecological fields. Using examples from published works in the ecological and environmental literature, the book explains the approach to solving a statistical problem, covering model specification, parameter estimation, and model evaluation. It includes many examples to illustrate the statistical methods and presents R code for their implementation. The emphasis is on model interpretation and assessment, and using several core examples throughout the book, the author illustrates the iterat ..
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Rp. 3.022.000
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Rp. 2.569.000
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Vector Generalized Linear and Additive Models: With an Implementation in R
by Yee, Thomas W.       
(Paperback - English - 9781493941988)
This book presents a greatly enlarged statistical framework compared to generalized linear models (GLMs) with which to approach regression modelling. Comprising of about half-a-dozen major classes of statistical models, and fortified with necessary infrastructure to make the models more fully operable, the framework allows analyses based on many semi-traditional applied statistics models to be performed as a coherent whole. Since their advent in 1972, GLMs have unified important distributions under a single umbrella with enormous implications. However, GLMs are not flexible enough to cope with the demands of practical data analysis. And data-driven GLMs, in the ..
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Special Order
Buku Special Order biasanya dipenuhi dalam 4-7 minggu. Tidak bisa menggabungkan buku ini dengan buku lain dalam satu order. Buku dikirim kurir lokal dengan nomor lacak
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Rp. 3.104.000
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Rp. 2.639.000
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Empirical Agent-Based Modelling - Challenges and Solutions: Volume 1, the Characterisation and Parameterisation of Empirical Agent-Based Models
by Smajgl, Alexander    Barreteau, Olivier   
(Paperback - English - 9781493952526)
This instructional book showcases techniques to parameterise human agents in empirical agent-based models (ABM). In doing so, it provides a timely overview of key ABM methodologies and the most innovative approaches through a variety of empirical applications. It features cutting-edge research from leading academics and practitioners, and will provide a guide for characterising and parameterising human agents in empirical ABM. In order to facilitate learning, this text shares the valuable experiences of other modellers in particular modelling situations. Very little has been published in the area of empirical ABM, and this contributed volume will appeal to gradu ..
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Rp. 3.457.000
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Rp. 2.939.000
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Generalized Linear Models with Random Effects: Unified Analysis Via H-Likelihood, Second Edition
by Lee, Youngjo    Nelder, John A.    Pawitan, Yudi
(Hardcover - English - 9781498720618)
This is the second edition of a monograph on generalized linear models with random effects that extends the classic work of McCullagh and Nelder. It has been thoroughly updated, with around 80 pages added, including new material on the extended likelihood approach that strengthens the theoretical basis of the methodology, new developments in variable selection and multiple testing, and new examples and applications. It includes an R package for all the methods and examples that supplement the book. ..
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Rp. 3.930.000
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Rp. 3.341.000
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Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials
by Tango, Toshiro       
(Hardcover - English - 9781498747899)
Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials is the first book focused on the application of generalized linear mixed models and its related models in the statistical design and analysis of repeated measures from randomized controlled trials. The author introduces a new repeated measures design called S: T design combined with mixed models as a practical and useful framework of parallel group RCT design because of easy handling of missing data and sample size reduction. The book emphasizes practical, rather than theoretical, aspects of statistical analyses and the interpretation of results. It includes chapters ..
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Rp. 3.263.000
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Rp. 2.774.000
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Biostatistics for the Biological and Health Sciences
by Triola, Marc    Triola, Mario    Roy, Jason
(Hardcover - English - 9780134039015)
For courses in Introductory Statistics Real-world applications connect statistical concepts to everyday life. Biostatistics for the Biological and Health Sciences uses a variety of real-world applications to bring statistical theories and methods to life. Through these examples and a friendly writing style, the 2nd Edition ensures that you understand concepts and develop skills in critical thinking, technology, and communication. The result of collaboration between a biological sciences expert and the author of the #1 statistics book in the country, Biostatistics for the Biological and Health Sciences provides an excellent introduction to statistics fo ..
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Rp. 6.631.000
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Rp. 5.638.000
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Stochastic Processes and Applications: Diffusion Processes, the Fokker-Planck and Langevin Equations
by Pavliotis, Grigorios A.       
(Paperback - English - 9781493954797)
This book presents various results and techniques from the theory of stochastic processes that are useful in the study of stochastic problems in the natural sciences. The main focus is analytical methods, although numerical methods and statistical inference methodologies for studying diffusion processes are also presented. The goal is the development of techniques that are applicable to a wide variety of stochastic models that appear in physics, chemistry and other natural sciences. Applications such as stochastic resonance, Brownian motion in periodic potentials and Brownian motors are studied and the connection between diffusion processes and time-dependent st ..
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Rp. 1.566.000
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Rp. 1.331.000
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Essentials of Stochastic Processes
by Durrett, Richard       
(Hardcover - English - 9783319456133)
This test is designed for a Master's Level course in stochastic processes. It features the introduction and use of martingales, which allow one to do much more with Brownian motion, e.g., option pricing, and queueing theory is integrated into the Continuous Time Markov Chain and Renewal Theory chapters as examples. ..
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Rp. 2.788.000
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Rp. 2.370.000
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Bayesian Nonparametric Data Analysis
by Müller, Peter    Quintana, Fernando Andres    Jara, Alejandro
(Paperback - English - 9783319368429)
This book reviews nonparametric Bayesian methods and models that have proven useful in the context of data analysis. Rather than providing an encyclopedic review of probability models, the book's structure follows a data analysis perspective. As such, the chapters are organized by traditional data analysis problems. In selecting specific nonparametric models, simpler and more traditional models are favored over specialized ones. The discussed methods are illustrated with a wealth of examples, including applications ranging from stylized examples to case studies from recent literature. The book also includes an extensive discussion of computational methods and de ..
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Rp. 2.718.000
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Rp. 2.311.000
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Stochastic Differential Equations, Backward Sdes, Partial Differential Equations
by Pardoux, Etienne    Rӑşcanu, Aurel   
(Paperback - English - 9783319347752)
This research monograph presents results to researchers in stochastic calculus, forward and backward stochastic differential equations, connections between diffusion processes and second order partial differential equations (PDEs), and financial mathematics. It pays special attention to the relations between SDEs BSDEs and second order PDEs under minimal regularity assumptions, and also extends those results to equations with multivalued coefficients. The authors present in particular the theory of reflected SDEs in the above mentioned framework and include exercises at the end of each chapter. Stochastic calculus and stochastic differential equations (SDEs) wer ..
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Rp. 4.283.000
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Rp. 3.642.000
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A Basic Course in Probability Theory
by Bhattacharya, Rabi    Waymire, Edward C.   
(Paperback - English - 9783319479729)
This text develops the necessary background in probability theory underlying diverse treatments of stochastic processes and their wide-ranging applications. In this second edition, the text has been reorganized for didactic purposes, new exercises have been added and basic theory has been expanded. General Markov dependent sequences and their convergence to equilibrium is the subject of an entirely new chapter. The introduction of conditional expectation and conditional probability very early in the text maintains the pedagogic innovation of the first edition; conditional expectation is illustrated in detail in the context of an expanded treatment of martingales ..
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Rp. 2.247.000
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Rp. 1.910.000
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Stochastic Modeling
by Lanchier, Nicolas       
(Paperback - English - 9783319500379)
Three coherent parts form the material covered in this text, portions of which have not been widely covered in traditional textbooks. In this coverage the reader is quickly introduced to several different topics enriched with 175 exercises which focus on real-world problems. Exercises range from the classics of probability theory to more exotic research-oriented problems based on numerical simulations. Intended for graduate students in mathematics and applied sciences, the text provides the tools and training needed to write and use programs for research purposes. The first part of the text begins with a brief review of measure theory and revisits the main con ..
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Rp. 2.515.000
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Rp. 2.138.000
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Basics of Modern Mathematical Statistics: Exercises and Solutions
by Härdle, Wolfgang Karl    Spokoiny, Vladimir    Panov, Vladimir
(Paperback - English - 9783662523865)
​Basics.- Parameter Estimation for an i.i.d. Model.- Parameter Estimation for a Regression Model.- Estimation in Linear Models.- Bayes Estimation.- Testing a Statistical Hypothesis.- Testing in Linear Models.- Some Other Testing Methods. ..
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Rp. 1.757.000
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Rp. 1.494.000
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On Backward Stochastic Differential Equations (BSDEs) with jumps of infinite activity
by Büttner, Martin       
(Paperback - English - 9783668233072)
Diploma Thesis from the year 2011 in the subject Mathematics - Stochastics, grade: 1,0, Humboldt-University of Berlin (Mathematik), language: English, abstract: This diploma thesis is concerned with backward stochastic differential equations (BSDEs) with jumps which are driven by a Brownian Motion and a random measure. We derive existence and uniqueness results for bounded solutions to such BSDEs when the generator posses a certain monotonicity property instead of the usual global Lipschitz condition. Starting with results in the case of finite activity, considering generators of difference type and showing a comparison theorem, allows us to advance to the case ..
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Rp. 1.188.000
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Rp. 1.010.000
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Stochastic Control Theory: Dynamic Programming Principle
by Nisio, Makiko       
(Paperback - English - 9784431564089)
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Rp. 3.700.000
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Rp. 3.146.000
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Probability Models and Applications (Revised Second Edition)
by Olkin, Ingram    Gleser, Leon J.    Derman, Cyrus
(Paperback - English - 9789813202047)
Written by renowned experts in the field, this reissue of a textbook has as its unifying theme the role that probability models have had, and continue to have, in scientific and practical applications. It includes many examples, with actual data, of real-world use of probability models, while expositing the mathematical theory of probability at an introductory calculus-based level. Detailed descriptions of the properties and applications of probability models that have successfully modeled real phenomena are given, as well as an explanation of methods for testing goodness of fit of these models. Readers will receive a firm foundation in techniques for deriving d ..
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Rp. 1.973.000
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Rp. 1.677.000
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Advances in Dea Theory and Applications: With Extensions to Forecasting Models
by Tone, Kaoru       
(Hardcover - English - 9781118945629)
A key resource and framework for assessing the performance of competing entities, including forecasting models Advances in DEA Theory and Applications provides a much-needed framework for assessing the performance of competing entities with special emphasis on forecasting models. It helps readers to determine the most appropriate methodology in order to make the most accurate decisions for implementation. Written by a noted expert in the field, this text provides a review of the latest advances in DEA theory and applications to the field of forecasting. Designed for use by anyone involved in research in the field of forecasting or in another application area ..
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Rp. 3.106.000
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Rp. 2.641.000
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Introduction to Bayesian Statistics
by Bolstad, William M.    Curran, James M.   
(Hardcover - English - 9781118091562)
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Robust Correlation: Theory and Applications
by Shevlyakov, Georgy L.    Oja, Hannu   
(Hardcover - English - 9781118493458)
This bookpresents material on both the analysis of the classical concepts of correlation and on the development of their robust versions, as well as discussing the related concepts of correlation matrices, partial correlation, canonical correlation, rank correlations, with the corresponding robust and non-robust estimation procedures. Every chapter contains a set of examples with simulated and real-life data. Key features: ul li Makes modern and robust correlation methods readily available and understandable to practitioners, specialists, and consultants working in various fields. li li Focuses on implementation of methodology and application of robus ..
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Rp. 2.904.000
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Rp. 2.469.000
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