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  • 11
    Monograph available for loan
    Monograph available for loan
    Hoboken, NJ : Wiley
    Call number: 19/M 06.0246
    Description / Table of Contents: PART I: OVERVIEW AND BASIC APPROACHES. - Introduction. - Missing Data in Experiments. - Complete-Case and Available-Case Analysis, Including Weighting Methods. . - Single Imputation Methods. - Estimation of Imputation Uncertainty. - PART II: LIKELIHOOD-BASED APPROACHES TO THE ANALYSIS OF MISSING DATA. - Theory of Inference Based on the Likelihood Function. . - Methods Based on Factoring the Likelihood, Ignoring the Missing-Data Mechanism. - Maximum Likelihood for General Patterns of Missing Data: Introduction and Theory with Ignorable Nonresponse. - Large-Sample Inference Based on Maximum Likelihood Estimates. - Bayes and Multiple Imputation. - PART III: LIKELIHOOD-BASED APPROACHES TO THE ANALYSIS OF MISSING DATA: APPLICATIONS TO SOME COMMON MODELS. - Multivariate Normal Examples, Ignoring the Missing-Data Mechanism. - Models for Robust Estimation. - Models for Partially Classified Contingency Tables, Ignoring the Missing-Data Mechanism. - Mixed Normal and Nonnormal Data with Missing Values, Ignoring the Missing-Data Mechanism. - Nonignorable Missing-Data Models.
    Type of Medium: Monograph available for loan
    Pages: xv, 381 S. , graph. Darst.
    Edition: 2nd ed.
    ISBN: 0471183865
    Series Statement: Wiley series in probability and statistics
    Classification:
    Mathematics
    Location: Reading room
    Branch Library: GFZ Library
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  • 12
    Monograph available for loan
    Monograph available for loan
    Praha : Academia
    Call number: G 8827
    Type of Medium: Monograph available for loan
    Pages: 385 S. : Ill.
    Location: Upper compact magazine
    Branch Library: GFZ Library
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  • 13
    Monograph available for loan
    Monograph available for loan
    New York [u.a] : Wiley-Interscience
    Call number: AWI S3-03-0005
    Type of Medium: Monograph available for loan
    Pages: xxviii, 520 S. : mit 1 Disk. (3,5")
    ISBN: 0471115908
    Branch Library: AWI Library
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  • 14
    Call number: PIK M 311-22-94701
    Type of Medium: Monograph available for loan
    Pages: xix, 625 Seiten , Illustrationen
    ISBN: 978-0-521-88588-1
    Language: English
    Location: A 18 - must be ordered
    Branch Library: PIK Library
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  • 15
    Call number: 9789811088544 (e-book)
    Description / Table of Contents: This proceedings contains articles submitted to the sixth International Conference on Cognitive Neurodynamics (ICCN2017). The Meeting included plenary lectures, specialized symposia, and posters presentations. The main topics of the meeting addressed the general substrates underlying neural functions and the neural dynamics in sensory, motor, and cognitive systems. Other important neuroscience fields covered in the meeting were learning and memory processes and the functionally-related changes in synaptic strength, neural oscillations, synchronizations and coherence activities between different neural circuits, and the imaging of cognitive networks. Finally, specific articles covered several fields related to neural computation and neuroengineering, the modelling higher-order functions and dysfunctions and the experimental design of brain-to-computer and brain-to-brain interactions. All articles were peer-reviewed. The ICCN is a series conference that takes place every two years since 2007.
    Type of Medium: 12
    Pages: 1 Online-Ressource (xviii, 407 Seiten) , Illustrationen
    Edition: Springer eBook Collection. Biomedical and Life Sciences
    ISBN: 9789811088544 , 978-981-10-8854-4
    ISSN: 2213-3569 , 2213-3577
    Series Statement: Advances in Cognitive Neurodynamics
    Language: English
    Note: Contents Part I Neural Dynamics in Motor and Sensory Systems and in Cognitive Functions 1 Decomposition of Superimposed Chaotic Spike Sequences by Using the Bifurcating Neuron / Akihiro Yamaguchi, Yutaka Yamaguti, and Masao Kubo 2 Neural Energy Properties and Mental Exploration Based on Neural Energy Field Gradient / Yihong Wang, Xuying Xu, and Rubin Wang 3 Information Coded in the Striatum During Decision-Making / Makoto Ito and Kenji Doya 4 A Comparison of Reward Values Encoding Function Between the Prefrontal Cortex and Striatum in Monkey / Zaizhi Wen, Jianhua Zhang, and Xiaochuan Pan 5 Injection of Muscimol into Prefrontal Cortex Impairs Monkey’s Reward Transitive Inference / Xiaochuan Pan, Rubin Wang, and Masamichi Sakagami 6 Behavioral and Cognitive Impairments Induced by Low Doses of MK-801 and Ketamine / Marta Lovera-Ulecía, Lucía Moreno-Lama, María Ángeles Gómez-Climent, José M. Delgado-García, and Agnès Gruart 7 Changes in Brain Activity During Instrumental Behavior After Additional Learning in Rats / Vladimir Gavrilov 8 Coincidence Detection and Absolute Threshold in the Auditory Brainstem / Ray Meddis 9 Simultaneous Observation and Imagery of Hand Movement Enhance Event-Related Desynchronization of Stroke Patients / Atsuhiro Ichidi, Yuka Hanafusa, Tatsunori Itakura, and Toshihisa Tanaka 10 Behavioral and Brain Activity Modulation Through Neurofeedback Training Using Electroencephalography / Takuya Kimura and Jiro Okuda Part II Cognitive Network and Multi-scale Neural Network Dynamics 11 Network Model for Dynamics of Perception with Reservoir Computing and Predictive Coding / Yuichi Katori 12 Analysis of Structure-Function Relationship Using a Whole-Brain Dynamic Model Based on MRI Images of the Common Marmoset / Hiromichi Tsukada, Hiroaki Hamada, Ken Nakae, Shin Ishii, Junichi Hata, Hideyuki Okano, and Kenji Doya 13 A Structure and Function of Hippocampal Memory Networks in Consolidating Spatiotemporal Contexts / Hiromichi Tsukada, Minoru Tsukada, and Yoshikazu Isomura 14 A Pseudo-neuron Device and Firing Dynamics of Their Networks Similar to Neural Synchronizing Phenomena Between Far Local Fields in the Brain /Tomoyuki Yano, Yoshitomo Goto, Tomoyuki Nagaya, Ichiro Tsuda, and Shigetoshi Nara 15 Neurodynamics on Up and Down Transitions of Membrane Potential: From Single Neuron to Network / Xuying Xu, Rubin Wang, and Jianting Cao 16 Effects of Temporal Integration on Computational Performance of Spiking Neural Network / Fangzheng Xue, Yang Zhang, Hongjun Zhou, and Xiumin Li 17 Anticipatory Top-Down Interactive Neural Dynamics / Steven L. Bressler 18 Coherence-Based Coding in Spiking Neural Network with Global Inhibitory Feedback / Jinli Xie, Qinjun Zhao, and Jianyu Zhao 19 Time-Varying Scalp EEG Network Patterns for Music Tempo Perception /Wei Xu, Yin Tian, Haiyong Zhang, Huiling Zhang, Zhongyan Wang, Li Yang, Shuxing Zheng, Yupan Shi, Xing Zhao, Dechun Zhao, Xiuxing Wang, Yu Pang, and Zhangyong Li 20 Serotonin 5-HT1A Receptors Modulate Neural Rhythms in Prefrontal Cortex and Hippocampus and Prefronto-Hippocampal Connectivity in Alert Mice / Thomas Gener, Adrià Tauste-Campo, Maria Alemany-González, Cristina Delgado-Sallent, and Maria Victoria Puig Part III Neuroengineering, Neuroinformation and Brain Computer Interaction 21 A New Paradigm Based on Dynamic Visual Stimulation in BCI / Zhaoyang Qiu, Jing Jin, Hanhan Zhang, Yu Zhang, Bei Wang, and Xingyu Wang 22 Asynchronous Stimulation Method for N100-P300 Speller / Natsuki Morita and Yoshikazu Washizawa 23 Attention Evaluation Based on Single Prefrontal EEG / Jianhai Zhang, Gaomin Liu, Shaokai Zhao, and Wenhao Huang 24 Multi-Linc: A New Approach for Exploring Inter-areal Spike Communication / Yoshikazu Isomura 25 Intra-body Communication as an Emerging Approach to Neuromodulation / Javier Reina-Tosina, M. Amparo Callejón, Laura Fernández, and Laura M. Roa 26 Electrophysiology Techniques in Visual Prosthesis / Alejandro Barriga-Rivera and Gregg Jorgen Suaning 27 Application of Video-Oculography for the Analysis of the Vestibulo-Ocular Reflex in Acute Hypoxic Mice / Juan Carlos López-Ramos, Ana Belén García Cebrián, and José M. Delgado-García 28 RatButton: A User-Friendly Touchscreen Presentation Software / Celia Andreu-Sánchez, Miguel Ángel Martín-Pascual, Agnès Gruart, and José María Delgado-García 29 ERFo: An Algorithm for Extracting a Range of Optimal Frequencies for Filtering Electrophysiological Recordings / C. Rocío Caro-Martín, Agnès Gruart, José M. Delgado-García, and Alessandro E. P. Villa 30 VISSOR: An Algorithm for the Detection, Identification, and Classification of the Action Potentials Distributed Across Electrophysiological Recordings / C. Rocío Caro-Martín, José M. Delgado-García, Agnès Gruart, and Raudel Sánchez-Campusano Part IV Modelling Higher-Order Functions and Dysfunctions 31 Influence of β-Amyloid Plaques on the Local Network Activity in the APP/PS1 Mouse Model of Alzheimer’s Disease / Patricia Castano-Prat, Guillermo Aparicio-Torres, Alberto Muñoz, and Maria V. Sanchez-Vives 32 Altered Functional Connectivity in a Mouse Model of Fragile X Syndrome / Miguel Dasilva, Alvaro Navarro-Guzman, Luca Maiolo, Andres Ozaita, and Maria V. Sanchez-Vives 33 Multiple Epileptogenic Foci Can Promote Seizure Discharge Onset and Propagation / Denggui Fan and Qingyun Wang 34 An ERP Study Reveals How Training with Dual N-Back Task Affects Risky Decision Making in a Gambling Task in ADHD Patients / Sarah K. Mesrobian, Alessandra Lintas, Manon Jaquerod, Michel Bader, Lorenz Götte, and Alessandro E. P. Villa 35 Working Memory Development in Attention Deficit Children and Adolescents / Elena I. Rodríguez-Martínez, Antonio Arjona-Valladares, Francisco J. Ruíz-Martínez, Manuel Morales, Catarina I. Barriga-Paulino, Jaime Gómez-González, and Carlos M. Gómez 36 Spectral Power and Maturational Frequency-Coupling Differences Between Attention Deficit and Control Children and Adolescents / Elena I. Rodríguez-Martínez, Brenda Y. Angulo-Ruíz, Antonio Arjona-Valladares, Francisco J. Ruíz-Martinez, Jaime Gómez-González, and Carlos M. Gómez 37 Event-Related Potentials During a Delayed Match-to-Sample Test to Evaluate Working Memory Development in Control and Attention Deficit Children and Adolescents / Antonio Arjona-Valladares, Elena I. Rodríguez-Martínez, Francisco J. Ruíz-Martínez, Jaime Gómez-González, and Carlos M. Gómez 38 Postnatal Development of Sleep-Wake Cycle in Wild-Type Mice / Ángeles Prados-Pardo, Sandra Yaneth Prieto-Soler, and Eduardo Domínguez-del-Toro 39 Complexity of Heart Rate As a Value of Behavioral Complexity / Anastasiia Bakhchina 40 Neural Generators of the N2 Component for Abstinent Heroin Addicts in a Dot-Probe Task / Hongqian Li, Qinglin Zhao, Bin Hu, Yu Zhou, and Quanying Liu Part V Oscillation, Synchronization, Neural Plasticity, and Coordination Dynamics from Neural to Social Systems 41 Changes in Phase Synchronization of EEG During Development of Symbolic Communication Systems / Masayuki Fujiwara, Takashi Hashimoto, Guanhong Li, Jiro Okuda, Takeshi Konno, Kazuyuki Samejima, and Junya Morita 42 Effect of Spike-Timing-Dependent Plasticity on Stochastic Spike Synchronization in an Excitatory Neuronal Population / Sang-Yoon Kim and Woochang Lim 43 Alpha Phase Is Regulated by Gamma Power in Mouse Hippocampus / Tao Zhang, Xiaxia Xu, and Zhuo Yang 44 Quantitative Analysis of Functional Connectivity Between Prefrontal Cortex and Striatum in Monkey / Zaizhi Wen, Jianhua Zhang, Xiaochuan Pan, and Rubin Wang 45 Spontaneous Theta Rhythm Predicts Insomnia Duration: A Resting-State EEG Study / Wenrui Zhao, Dong Gao, Faguo Yue, Yanting Wang, Dandan Mao, Tianqiang Liu, and Xu Lei 46 Differences in Perceiving Narratives Through Screens or Reality / Miguel Ángel Martín-Pascual, Celia Andreu-Sánchez, José M. Delgado-García, and Agnès Gruart 47 Self-Organization with Constraints: The Significance of Invariant Manifolds / Ichiro Tsuda 48 On the Nature of Coordination in Nature / Emmanuelle Tognoli,
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  • 16
    Call number: 9789811002076 (e-book)
    Description / Table of Contents: This proceedings contains articles submitted to the fifth International Conference on Cognitive Neurodynamics (ICCN2015). In ICCN2015, twelve invited plenary lectures were presented by the leading scientists in their respective research fields. More than 15 mini-symposiums are organized by specialists with topics covering: motor control and learning, dynamic coding in distributed neural circuits, dynamics of firing patterns and synchronization in neuronal systems, information and signal processing techniques in neurotechnology, neural oscillations and synaptic plasticity in the hippocampus, new perspective on model-based vs. model-free brain process, neural mechanisms of internal switching, neuroinformation computation, neural model and dynamics, imaging human cognitive networks, neuroinformatics, neuroergonomics & neuroengineering, dynamic brain for communication, visual information processing and functional imaging and neural mechanisms of language processing. All articles are peer-reviewed. The ICCN is a series conference held every two years since 2007
    Type of Medium: 12
    Pages: 1 Online-Ressource (xxiii, 872 Seiten) , Illustrationen
    ISBN: 9789811002076 , 978-981-10-0207-6
    ISSN: 2213-3569 , 2213-3577
    Series Statement: Advances in Cognitive Neurodynamics
    Language: English
    Note: Contents Part I Plenary Talk 1 Putting Sensory Back into Voluntary Motor Control / Stephen H. Scott 2 Is Visual Processing in Primates Strictly Hierarchical? / Mark A.G. Eldridge, Samarth Chandra and Barry J. Richmond 3 Self-organization of a Second Kind: General Scope and a Cortical Case Study / Ichiro Tsuda 4 Toward Autonomous Intelligence: From Active 3D Vision to Invariant Object and Scene Learning, Recognition, and Search / Stephen Grossberg 5 The Cognitive Control of Goal-Directed Action: How Predictive Learning Affects Choice / Bernard W. Balleine 6 Functional Connectivity Mapping of Decision-Making in Drosophila Melanogaster / Aike Guo, Ke Zhang, Q.Z. Ren, H.F. Su and N.N. Chen 7 Neurodynamics of Decision-Making—A Computational Approach / Azadeh Hassannejad Nazir and Hans Liljenström 8 Brain Pattern Analysis Based on Magnetic Resonance Imaging / Dewen Hu 9 Dopamine Prediction Errors and the Relativity of Value / Masamichi Sakagami and Shingo Tanaka 10 The Neural Mechanism of Direction- and Orientation-Selective Neurons for Processing Direction, Speed, and Axis of Motion in Early Visual Cortices / Hongliang Gong, Xu An, Liling Qian, Jiapeng Yin, Yiliang Lu and Wei Wang Part II Neural Dynamics in Motor and Sensory Systems 11 Stability and Flexibility During Human Motor Control / Taishin Nomura, Yasuyuki Suzuki, Chunjiang Fu, Naoya Yoshikawa, Ken Kiyono, Maura Casadio and Pietro Morasso 12 Context-Dependent Human Motor Memories: Function, Implementation, and Manipulation / Daichi Nozaki 13 A Model of Gait Cycle Variability During Human Walking / Chunjiang Fu, Yasuyuki Suzuki, Ken Kiyono and Taishin Nomura 14 Coordinate Systems in the Motor System: Computational Modeling and EEG Experiment / Hirokazu Tanaka, Makoto Miyakoshi and Scott Makeig 15 Simulation Study on Neuromuscular Model-Inspired Control Strategy for Variable Stiffness Actuators / Jun Zhu, Yu Wang and Heng Cao 16 Changes in the Inner Gene Expression of Lateral Olivocochlear Receptors After the Loss of the Descending Cortical Pathway / Miguel A. Merchan, Veronica Lamas and Jose Manuel Juiz 17 Effect of Parvalbumin Deficiency on Distributed Activity and Interactions in Neural Circuits Activated by Instrumental Learning / Agnès Gruart, José Maria Delgado-García and Alessandra Lintas 18 Dynamic Patterns of Cortical Activation During Different Types of Learning Tasks and Unpredictable Situations / José M. Delgado-García, Raudel Sánchez-Campusano, Iván Fernández-Lamo and Agnès Gruart 19 The Application of Spatiotemporal Energy Model in the Simulation of Population Responses in Early Visual Cortices / Yiliang Lu, Xu An, Hongliang Gong and Wei Wang 20 Aspect Ratio of the Receptive Field Makes a Major Contribution to the Bandwidth of Orientation Selectivity in Cat V1 / Tao Xu, Ming Li, Ke Chen, Ling Wang and Hong-Mei Yan 21 Nonlinear Dynamical Analysis of Spontaneous EEG Recordings in Rats After Chronic Spinal Cord Injury / Pu Jiangbo, Xu Hanhui, Wang Yazhou, Cui Hongyan and Hu Yong Part III Interactive Dynamics in Cognitive Functions 22 Causality in Neuroscience and Its Limitations: Bottom-up, Top-down, and Round-About / Hans A. Braun 23 Decisions and Downward Causation in Neural Systems / Hans Liljenström and Azadeh Hassannejad Nazir 24 Top-down and/or Bottom-up Causality: The Notion of Relatedness in the Human Brain / Kim C. Wende and Andreas Jansen 25 Overviewing Causality or Over-Interpreting Noise: Is Modern Neuroscience Shaping Our View of the Human Mind? / Kim C. Wende and Andreas Jansen 26 Theoretical Models of Decision-Making in the Ultimatum Game: Fairness vs. Reason / Tatiana V. Guy, Miroslav Kárný, Alessandra Lintas and Alessandro E.P. Villa 27 Dynamic Interactions in Prefrontal Functional Connectivity During Adolescence / Xin Zhou, Emilio Salinas, Terrence R. Stanford and Christos Constantinidis 28 Causal Interaction Between Prefrontal Cortex and Striatum Estimated by Granger Causality / Xiaochuan Pan, Rubin Wang and Masamichi Sakagami 29 Two Strategies for Interactive Planning / Jiro Okuda 30 TMS-EEG for Probing Distinct Modes of Neural Dynamics in the Human Brain / Keiichi Kitajo and Yuka O. Okazaki 31 Estimating Information Transmission Time Between Prefrontal Cortex and Striatum by Transfer Entropy / Kaidi Shao, Xiaochuan Pan and Rubin Wang 32 Reward-Modulated Functional Connectivity Between Prefrontal Cortex and Striatum / Yan Zhang, Xiaochuan Pan and Rubin Wang 33 On the Role of Intrinsic Rewards in Communication / Jan Lauwereyns and Shizuka Sakurai Lauwereyns Part IV Neural Dynamics in Hippocampus 34 Hydrogen Sulfide Prevents Synaptic Plasticity from Vascular Dementia-Induced Damage via Inhibiting Autophagy on Rats / Chunhua Liu, Tao Zhang and Zhuo Yang 35 The Impact of Nasal Copper Nanoparticle Exposure on Rats’ Synaptic Plasticity and Spatial Cognition / Ye Liu, Wei Guan, Jinzhe Liu and Zhuo Yang 36 Theta Phase Time-Delayed Modulating Low Gamma Amplitude in Hippocampal CA3–CA1 Network / Chenguang Zheng, Qun Li, Yiyi Wang and Tao Zhang 37 Roles of DA and 5-HT in Modulating Neural Oscillatory Synchronization / Chenguang Zheng and Tao Zhang 38 Dynamic Information Routing in the Hippocampus / Hiroshi Nishida, Muneyoshi Takahashi and Jan Lauwereyns 39 Rule Switching Affects Cross-Frequency Couplings in Rat Hippocampus / Tomoaki Nakazono, Susumu Takahashi and Yoshio Sakurai Part V Imaging Cognitive Networks 40 Functional Connectivity Analysis of Cognitive Reappraisal Using Sparse Spectral Clustering Method / Ling Zou, Yi Xu, Zhongyi Jiang, Zhuqing Jiao, Changjie Pan and Renlai Zhou 41 Theta Coupling in the Human EEG During the Control of Bottom-up and Top-down Attention / Dandan Zhao and Ling Li 42 Phase-Dependent Alteration of Functional Connectivity Density During Face Recognition in the Infra-slow Frequency Range / Yifeng Wang, Feng Liu, Xiujuan Jing, Zhiliang Long and Huafu Chen 43 The Supramodal Brain Network for the Recognition of Faces and Bodies: Is Visual Experience Necessary for the Development of High-Order Visual Cortices? / Ryo Kitada 44 Over-Complete Analysis for Resting-State fMRI Data / Ruiyang Ge, Li Yao, Hang Zhang, Xia Wu and Zhiying Long 45 Decoding Brain States with Simulated Microgravity from Baseline Using Functional Connectivity of Default Network / Ling-Li Zeng, Yang Liao, Hui Shen, Xufeng Liu and Dewen Hu 46 Experimental Studies on the Contralateral Regulation of Cerebral Blood Flow Using a Patient-Specific Aneurysm Model / Lizhong Mu, Ying He, Junyuan Chen, Xunjie Yu, Jianhui Wei, Changjin Ji and Jiaqi Lv 47 A Robust Coherence-Based Brain Connectivity Method with an Application to EEG Recordings / Jiaqing Yan, Jianbin Wen, Yinghua Wang, Xianzeng Liu and Xiaoli Li Part VI Advanced Brain Computer Interaction 48 Robust Averaging of Covariance Matrices by Riemannian Geometry for Motor-Imagery Brain–Computer Interfacing / Takashi Uehara, Toshihisa Tanaka and Simone Fiori 49 Vibrotactile Brain–Computer Interface with Error-Detecting Codes / Sittipong Apichartstaporn, Kitsuchart Pasupa and Yoshikazu Washizawa 50 Sparse Support Vector Machine for Simultaneous Feature Selection and Classification in Motor-Imagery-Based BCI / Yu Zhang, Yu Wang, Jing Jin and Xingyu Wang 51 QEEG Coherence Evaluation for Soccer Performance Level Analysis of the Striker / Kittichai Tharawadeepimuk and Yodchanan Wongsawat 52 BCI-Based Mobile Phone Using SSVEP Techniques / Dongsheng Wang, Toshiki Kobayashi, Gaochao Cui, Daishi Watabe and Jianting Cao 53 Two-Step Input Spatial Auditory BCI for Japanese Kana Characters / Moonjeong Chang and Tomasz M. Rutkowski 54 Resting-State Long-Range Functional Connectivity Density Reveals Sensorimotor Rhythm-Based BCI Performance Variations / Rui Zhang, Tao Zhang, Teng Ma, Fali Li, Dezhong Yao and Peng Xu 55 On the Correlations of Motor Imagery of Swallow with Motor Imagery of Tongue Movements and Actual Swallow / Huijuan Yang, Cuntai Guan, Chuan Chu Wang, Kai Keng Ang, Kok Soon Phua, See San Chok, Christina Ka Yin Tang and Karen Sui Geok Chua
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  • 17
    Monograph available for loan
    Monograph available for loan
    London [u.a.] : Chapman & Hall
    Call number: PIK M 311-96-0310 ; PIK M 311-00-0312
    Type of Medium: Monograph available for loan
    Pages: 526 p.
    Edition: 1. ed.
    ISBN: 0412039915
    Series Statement: Texts in Statistical Science
    Location: A 18 - must be ordered
    Location: A 18 - must be ordered
    Branch Library: PIK Library
    Branch Library: PIK Library
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  • 18
    Keywords: Analytical biochemistry ; Biochemistry ; Chemistry, Physical organic ; Condensed matter
    ISBN: 9783540261902
    Language: English
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  • 19
    Publication Date: 2024-02-28
    Description: 〈title xmlns:mml="http://www.w3.org/1998/Math/MathML"〉Abstract〈/title〉〈p xmlns:mml="http://www.w3.org/1998/Math/MathML" xml:lang="en"〉Hydrogeological information about an aquifer is difficult and costly to obtain, yet essential for the efficient management of groundwater resources. Transferring information from sampled sites to a specific site of interest can provide information when site‐specific data is lacking. Central to this approach is the notion of site similarity, which is necessary for determining relevant sites to include in the data transfer process. In this paper, we present a data‐driven method for defining site similarity. We apply this method to selecting groups of similar sites from which to derive prior distributions for the Bayesian estimation of hydraulic conductivity measurements at sites of interest. We conclude that there is now a unique opportunity to combine hydrogeological expertise with data‐driven methods to improve the predictive ability of stochastic hydrogeological models.〈/p〉
    Description: 〈p xmlns:mml="http://www.w3.org/1998/Math/MathML" xml:lang="en"〉〈italic〉Article impact statement〈/italic〉: This article introduces hierarchical clustering as a method for defining a notion of site similarity; the aim of this method is to improve the derivation of prior distributions in Bayesian methods in hydrogeology.〈/p〉
    Description: Deutsche Forschungsgemeinschaft http://dx.doi.org/10.13039/501100001659
    Description: https://github.com/GeoStat-Bayesian/geostatDB
    Description: https://github.com/GeoStat-Bayesian/exPrior
    Description: https://github.com/GeoStat-Bayesian/siteSimilarity
    Keywords: ddc:551.49 ; hydrogeological sites ; hydrogeological modeling
    Language: English
    Type: doc-type:article
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  • 20
    Electronic Resource
    Electronic Resource
    Amsterdam : Elsevier
    Biochimica et Biophysica Acta (BBA)/Bioenergetics 408 (1975), S. 143-153 
    ISSN: 0005-2728
    Source: Elsevier Journal Backfiles on ScienceDirect 1907 - 2002
    Topics: Biology , Chemistry and Pharmacology , Medicine , Physics
    Type of Medium: Electronic Resource
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