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121
Learning Bayesian models with R : become an expert in Bayesian machine learning methods using R and apply them to solve real-world big data problems
by
Koduvely, Hari M.
Published 2015
Packt Publishing
Table of Contents:
“
... -- Chapter 3: Introducing
Bayesian
Inference
-- Bayesian view of uncertainty -- Choosing the right prior...
”
Call Number:
QA76.9.Q36
Read Now
122
Finite Mixture and Markov Switching Models
by
Frühwirth-Schnatter, Sylvia
Published 2006
Springer New York
Table of Contents:
“
... of Components -- Practical
Bayesian
Inference
for a Finite Mixture Model with Known Number of Components...
”
Read Now
123
Data Fusion: Concepts and Ideas
by
Mitchell, H B.
Published 2012
Springer Berlin Heidelberg
Table of Contents:
“
... -- Temporal Alignment -- Semantic Alignment -- Radiometric Normalization --
Bayesian
Inference
-- Parameter...
”
Read Now
124
Bayesian logical data analysis for the physical sciences : a comparative approach with Mathematica support
by
Gregory, P. C.
Published 2005
Cambridge University Press
“
...
Bayesian
inference
provides a simple and unified approach to data analysis, allowing experimenters...
”
Call Number:
QA279.5
Read Now
125
Multi-Sensor Data Fusion : An Introduction
by
Mitchell, H.B.
Published 2007
Springer Berlin Heidelberg
Table of Contents:
“
... Alignment -- Temporal Alignment -- Sensor Value Normalization -- Data Fusion --
Bayesian
Inference
...
”
Read Now
126
Bayesian psychometric modeling
by
Levy, Roy
Published 2017
Chapman and Hall/CRC
Table of Contents:
“
...Overview of assessment and psychometric Mmodeling -- Introduction to
Bayesian
inference
...
”
Read Now
127
Modern Statistical Methods for HCI
Published 2016
Springer International Publishing
Table of Contents:
“
... Statistics in Human-Computer Interaction -- Part III :
Bayesian
Inference
--
Bayesian
Inference
-- Bayesian...
”
Read Now
128
Bayesian Scientific Computing
by
Calvetti, Daniela
,
Somersalo, Erkki
Published 2023
Springer International Publishing
“
... computing and
Bayesian
inference
, into a powerful language leveraging the capabilities of both components...
”
Read Now
129
Applied Statistical Inference : Likelihood and Bayes
by
Held, Leonhard
,
Sabanés Bové, Daniel
Published 2014
Springer Berlin Heidelberg
“
... in detail. In the second part, likelihood is combined with prior information to perform
Bayesian
inference
...
”
Read Now
130
Current trends in Bayesian methodology with applications
Published 2015
CRC Pres
Table of Contents:
“
... Subspace Clustering with Application to Motion Segmentation; 14.
Bayesian
Inference
for Logistic Regression...
”
Call Number:
QA279.5
Read Now
131
Probability and Statistics for Particle Physics
by
Maña, Carlos
Published 2017
Springer International Publishing
Table of Contents:
“
...Preface -- Probability --
Bayesian
Inference
-- Monte Carlo Methods -- Information Theory...
”
Read Now
132
Advanced Lectures on Machine Learning : ML Summer Schools 2003, Canberra, Australia, February 2-14, 2003, Tübingen, Germany, August 4-16, 2003, Revised Lectures
Published 2004
Springer Berlin Heidelberg
Table of Contents:
“
... --
Bayesian
Inference
: An Introduction to Principles and Practice in Machine Learning -- Gaussian Processes...
”
Read Now
133
Bayesian and Frequentist Regression Methods
by
Wakefield, Jon
Published 2013
Springer New York
Table of Contents:
“
...Introduction -- Frequentist Inference --
Bayesian
Inference
-- Linear Models -- Binary Data Models...
”
Read Now
134
Process Optimization : A Statistical Approach
by
del Castillo, Enrique
Published 2007
Springer US
Table of Contents:
“
... -- to
Bayesian
Inference
-- Bayesian Methods for Process Optimization -- to Optimization of Simulation...
”
Read Now
135
Statistical Modeling and Computation
by
Kroese, Dirk P.
,
C.C. Chan, Joshua
Published 2014
Springer New York
Table of Contents:
“
... -- Common Statistical Models -- Statistical Inference -- Likelihood -- Monte Carlo Sampling --
Bayesian
...
”
Read Now
136
Bayesian Data Analysis for Animal Scientists : The Basics
by
Blasco, Agustín
Published 2017
Springer International Publishing
Table of Contents:
“
... model -- 7. The linear model. II. The “mixed” model -- 8. A scope of the possibilities of
Bayesian
...
”
Read Now
137
Engineering Trustworthy Software Systems : 5th International School, SETSS 2019, Chongqing, China, April 21–27, 2019, Tutorial Lectures
Published 2020
Springer International Publishing
Table of Contents:
“
... for
Bayesian
Inference
: Conditioning, Continuous Distributions and Divergence -- K - A Semantic Framework...
”
Read Now
138
Supervised classification algorithms, Part 3: Introduction to real-world machine learning
by
Staglianò, Alessandra
Published 2017
O'Reilly
“
... also covers Naive Bayes classifiers and in so doing, covers Bayes' theorem and basic
Bayesian
inference
...
”
Call Number:
Q325.5
Read Now
139
Dynamic Linear Models with R
by
Petris, Giovanni
,
Petrone, Sonia
,
Campagnoli, Patrizia
Published 2009
Springer New York
Table of Contents:
“
...Introduction: basic notions about
Bayesian
inference
-- Dynamic linear models -- Model...
”
Read Now
140
Bayesian Statistics in Action : BAYSM 2016, Florence, Italy, June 19-21
Published 2017
Springer International Publishing
Table of Contents:
“
... Randomization Inference and
Bayesian
Inference
in Regression Discontinuity Design: An application to Italian...
”
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2
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2
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2
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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