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Probability & Statistics - Bayesian Analysis

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A First Course in Bayesian Statistical Methods
by Hoff, Peter D.       
(Hardcover - English - 9780387922997)
ol li A self-contained introduction to probability, exchangeability and Bayes' rule provides a theoretical understanding of the applied material. li li Numerous examples with R-code that can be run "as-is" allow the reader to perform the data analyses themselves. li li The development of Monte Carlo and Markov chain Monte Carlo methods in the context of data analysis examples provides motivation for these computational methods. li ol ..
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Rp. 1.845.000
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Rp. 2.170.000
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Bayesian Methods for Nonlinear Classification and Regression
by Denison, David G. T.    Holmes, Christopher C.    Mallick, Bani K.
(Hardcover - English - 9780471490364)
Bei der Regressionsanalyse von Datenmaterial erhält man leider selten lineare oder andere einfache Zusammenhänge (parametrische Modelle). Dieses Buch hilft Ihnen, auch komplexere, nichtparametrische Modelle zu verstehen und zu beherrschen. Stärken und Schwächen jedes einzelnen Modells werden durch die Anwendung auf Standarddatensätze demonstriert. Verbreitete nichtparametrische Modelle werden mit Hilfe von Bayes-Verfahren in einen kohärenten wahrscheinlichkeitstheoretischen Zusammenhang gebracht. ..
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Rp. 3.246.000
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Rp. 3.817.000
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Bayesian Analysis of Stochastic Process Models
by Insua, David    Ruggeri, Fabrizio    Wiper, Mike
(Hardcover - English - 9780470744536)
Bayesian analysis of complex models based on stochastic processes has in recent years become a growing area. This book provides a unified treatment of Bayesian analysis of models based on stochastic processes, covering the main classes of stochastic processing including modeling, computational, inference, forecasting, decision making and important applied models. Key features: ul li Explores Bayesian analysis of models based on stochastic processes, providing a unified treatment. li li Provides a thorough introduction for research students. li li Computational tools to deal with complex problems are illustrated along with real life case studies l ..
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Rp. 2.465.000
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Rp. 2.899.000
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Case Studies in Applied Bayesian Data Science: Cirm Jean-Morlet Chair, Fall 2018
by Mengersen, Kerrie L.    Pudlo, Pierre    Robert, Christian P.
(Paperback - English - 9783030425524)
Presenting a range of substantive applied problems within Bayesian Statistics along with their Bayesian solutions, this book arises from a research program at CIRM in France in the second semester of 2018, which supported Kerrie Mengersen as a visiting Jean-Morlet Chair and Pierre Pudlo as the local Research Professor. The field of Bayesian statistics has exploded over the past thirty years and is now an established field of research in mathematical statistics and computer science, a key component of data science, and an underpinning methodology in many domains of science, business and social science. Moreover, while remaining naturally entwined, the three arm ..
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Rp. 1.545.000
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Rp. 1.816.000
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Mental Models: 16 Versatile Thinking Tools for Complex Situations: Better Decisions, Clearer Thinking, and Greater Self-Awareness
by Hollins, Peter       
(Paperback - English - 9781647430405)
strong 16 simple yet versatile thinking models to solve problems, make decisions, and engineer insight. strong br br Mental models are like giving a treasure map to someone lost in the woods. They provide instant understanding, context, and most importantly, a path to the end destination. Now imagine having such a map for all problems and decisions in your life. br strong Make complex decisions with speed and confidence; stop being fooled by false alarms. strong br br Mental Models: 16 Versatile Thinking Tools sheds light on true intelligence: it's not about knowledge and knowing the capitals of all the countries in the world. It's abou ..
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Rp. 400.000
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Rp. 471.000
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Mental Models: 16 Versatile Thinking Tools for Complex Situations: Better Decisions, Clearer Thinking, and Greater Self-Awareness
by Hollins, Peter       
(Hardcover - English - 9781647430412)
strong 16 simple yet versatile thinking models to solve problems, make decisions, and engineer insight. strong br br Mental models are like giving a treasure map to someone lost in the woods. They provide instant understanding, context, and most importantly, a path to the end destination. Now imagine having such a map for all problems and decisions in your life. br strong Make complex decisions with speed and confidence; stop being fooled by false alarms. strong br br Mental Models: 16 Versatile Thinking Tools sheds light on true intelligence: it's not about knowledge and knowing the capitals of all the countries in the world. It's abou ..
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Rp. 511.000
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Rp. 600.000
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A Concise Introduction to Statistical Inference
by Thijssen, Jacco       
(Hardcover - English - 9781138469679)
This short book introduces the main ideas of statistical inference in a way that is both user friendly and mathematically sound. Particular emphasis is placed on the common foundation of many models used in practice. In addition, the book focuses on the formulation of appropriate statistical models to study problems in business, economics, and the social sciences, as well as on how to interpret the results from statistical analyses. The book will be useful to students who are interested in rigorous applications of statistics to problems in business, economics and the social sciences, as well as students who have studied statistics in the past, but need a more s ..
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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
HARGA DISKON 7-9 JUNI 2023
Rp. 5.501.000
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Rp. 6.470.000
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Bayesian Statistics for Experimental Scientists: A General Introduction Using Distribution-Free Methods
by Chechile, Richard A.       
(Hardcover - English - 9780262044585)
An introduction to the Bayesian approach to statistical inference that demonstrates its superiority to orthodox frequentist statistical analysis. This book offers an introduction to the Bayesian approach to statistical inference, with a focus on nonparametric and distribution-free methods. It covers not only well-developed methods for doing Bayesian statistics but also novel tools that enable Bayesian statistical analyses for cases that previously did not have a full Bayesian solution. The book's premise is that there are fundamental problems with orthodox frequentist statistical analyses that distort the scientific process. Side-by-side comparisons of Bayesian ..
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Rp. 1.772.000
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Rp. 2.083.000
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Statistics for Data Science and Policy Analysis
by Rahman, Azizur       
(Hardcover - English - 9789811517341)
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Rp. 5.217.000
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Rp. 6.136.000
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Replication and Evidence Factors in Observational Studies
by Rosenbaum, Paul       
(Hardcover - English - 9780367483883)
Outside of randomized experiments, association does not imply causation, and yet there is nothing defective about our knowledge that smoking causes lung cancer, a conclusion reached in the absence of randomized experimentation with humans. How is that possible? If observed associations do not identify causal effects in observational studies, how can a sequence of such associations become decisive? Two or more associations may each be susceptible to unmeasured biases, yet not susceptible to the same biases. An observational study has two evidence factors if it provides two comparisons susceptible to different biases that may be combined as if from independent st ..
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Rp. 3.500.000
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Rp. 4.116.000
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Statistics for Data Science and Policy Analysis
by Rahman, Azizur       
(Paperback - English - 9789811517372)
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Rp. 5.404.000
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Rp. 6.354.000
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Statistical Analysis of Empirical Data: Methods for Applied Sciences
by Pardo, Scott       
(Paperback - English - 9783030433307)
Researchers and students who use empirical investigation in their work must go through the process of selecting statistical methods for analyses, and they are often challenged to justify these selections. This book is designed for readers with limited background in statistical methodology who seek guidance in defending their statistical decision-making in the worlds of research and practice. It is devoted to helping students and scholars find the information they need to select data analytic methods, and to speak knowledgeably about their statistical research processes. Each chapter opens with a conundrum relating to the selection of an analysis, or to explainin ..
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Rp. 2.725.000
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Rp. 3.205.000
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Sequential Change Detection and Hypothesis Testing: General Non-i.i.d. Stochastic Models and Asymptotically Optimal Rules
by Tartakovsky, Alexander       
(Paperback - English - 9781032084350)
How can major corporations and governments more quickly and accurately detect and address cyberattacks on their networks? How can local authorities improve early detection and prevention of epidemics? How can researchers improve the identification and classification of space objects in difficult (e.g., dim) settings? These questions, among others in dozens of fields, can be addressed using statistical methods of sequential hypothesis testing and changepoint detection. This book considers sequential changepoint detection for very general non-i.i.d. stochastic models, that is, when the observed data is dependent and non-identically distributed. Previous work has ..
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Rp. 1.920.000
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Rp. 2.257.000
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Introduction to Functional Data Analysis
by Kokoszka, Piotr    Reimherr, Matthew   
(Paperback - English - 9781032096599)
Introduction to Functional Data Analysis provides a concise textbook introduction to the field. It explains how to analyze functional data, both at exploratory and inferential levels. It also provides a systematic and accessible exposition of the methodology and the required mathematical framework. The book can be used as textbook for a semester-long course on FDA for advanced undergraduate or MS statistics majors, as well as for MS and PhD students in other disciplines, including applied mathematics, environmental science, public health, medical research, geophysical sciences and economics. It can also be used for self-study and as a reference for researchers ..
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Rp. 1.492.000
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Rp. 1.755.000
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Leadership and Women in Statistics
by Golbeck, Amanda L.    Olkin, Ingram    Gel, Yulia R.
(Paperback - English - 9781032098425)
strong Learn How to Infuse Leadership into Your Passion for Scientific Research strong strong Leadership and Women in Statistics strong explores the role of statisticians as leaders, with particular attention to women statisticians as leaders. By paying special attention to women's issues, this book provides a clear vision for the future of women as leaders in scientific and technical fields. It also shows how emerging and current leaders of both genders in many disciplines can expand their leadership potentials. Featuring contributions from leadership experts and statisticians at various career stages, this unique and insightful text: ul li Exa ..
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Rp. 1.490.000
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Rp. 1.752.000
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Bayesian Analysis of Infectious Diseases: Covid-19 and Beyond
by Broemeling, Lyle D.       
(Hardcover - English - 9780367633868)
Bayesian Analysis of Infectious Diseases -COVID-19 and Beyond shows how the Bayesian approach can be used to analyze the evolutionary behavior of infectious diseases, including the coronavirus pandemic. The book describes the foundation of Bayesian statistics while explicating the biology and evolutionary behavior of infectious diseases, including viral and bacterial manifestations of the contagion. The book discusses the application of Markov Chains to contagious diseases, previews data analysis models, the epidemic threshold theorem, and basic properties of the infection process. Also described are the chain binomial model for the evolution of epidemics. Featu ..
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Rp. 2.844.000
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Rp. 3.344.000
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Statistics for Making Decisions
by Longford, Nicholas T.       
(Hardcover - English - 9780367342678)
Making decisions is a ubiquitous mental activity in our private and professional or public lives. It entails choosing one course of action from an available shortlist of options. Statistics for Making Decisions places decision making at the centre of statistical inference, proposing its theory as a new paradigm for statistical practice. The analysis in this paradigm is earnest about prior information and the consequences of the various kinds of errors that may be committed. Its conclusion is a course of action tailored to the perspective of the specific client or sponsor of the analysis. The author's intention is a wholesale replacement of hypothesis testing, i ..
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Rp. 3.554.000
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Rp. 4.179.000
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Cure Models: Methods, Applications, and Implementation
by Peng, Yingwei    Yu, Binbing   
(Hardcover - English - 9780367145576)
strong Cure Models: Methods, Applications and Implementation strong is the first book in the last 25 years that provides a comprehensive and systematic introduction to the basics of modern cure models, including estimation, inference, and software. This book is useful for statistical researchers and graduate students, and practitioners in other disciplines to have a thorough review of modern cure model methodology and to seek appropriate cure models in applications. The prerequisites of this book include some basic knowledge of statistical modeling, survival models, and R and SAS for data analysis. The book features real-world examples from clinical trials an ..
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Rp. 2.924.000
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Rp. 3.438.000
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Stochastic Analysis for Gaussian Random Processes and Fields: With Applications
by Mandrekar, Vidyadhar S.    Gawarecki, Leszek   
(Paperback - English - 9780367738143)
strong Stochastic Analysis for Gaussian Random Processes and Fields: With Applications strong presents Hilbert space methods to study deep analytic properties connecting probabilistic notions. In particular, it studies Gaussian random fields using reproducing kernel Hilbert spaces (RKHSs). The book begins with preliminary results on covariance and associated RKHS before introducing the Gaussian process and Gaussian random fields. The authors use chaos expansion to define the Skorokhod integral, which generalizes the Itô integral. They show how the Skorokhod integral is a dual operator of Skorokhod differentiation and the divergence operator of Malliavin. The ..
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Special Order
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Rp. 1.423.000
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Rp. 1.673.000
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Sequential Analysis: Hypothesis Testing and Changepoint Detection
by Tartakovsky, Alexander    Nikiforov, Igor    Basseville, Michele
(Paperback - English - 9780367740047)
strong Sequential Analysis: Hypothesis Testing and Changepoint Detection strong systematically develops the theory of sequential hypothesis testing and quickest changepoint detection. It also describes important applications in which theoretical results can be used efficiently. The book reviews recent accomplishments in hypothesis testing and changepoint detection both in decision-theoretic (Bayesian) and non-decision-theoretic (non-Bayesian) contexts. The authors not only emphasize traditional binary hypotheses but also substantially more difficult multiple decision problems. They address scenarios with simple hypotheses and more realistic cases of two and ..
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Rp. 1.575.000
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Rp. 1.852.000
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