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12221por Das, SubhajitTabla de Contenidos: “…-- Orthogonalization effect in R -- Summary -- References -- Chapter 8: Executing A/B Testing and Controlled Experiments -- Technical requirements -- Designing and conducting A/B tests -- Concepts -- Planning your A/B test -- Implementation details -- Controlled experiments and causal inference -- Enhancing causal inference -- Beyond A/B testing - multi-armed bandit tests and factorial designs -- Ethical considerations -- Common pitfalls and challenges -- Strategies for dealing with incomplete data -- Mitigating spill-over effects -- Adaptive experimentation - when and how to adjust your experiment -- Implementing A/B test analysis in R -- Step 1 - Generating synthetic data -- Step 2 - Exploratory data analysis (EDA) -- Step 3 - Statistical testing -- Step 4 - Multivariate analysis -- Step 5 - Interpreting results -- Step 6 - Checking assumptions of the t-test -- Step 7 - Effect-size calculation -- Step 8 - Power analysis -- Step 9 - Post-hoc analyses -- Step 10 - Visualizing interaction effects -- Summary -- Chapter 9: Implementing Doubly Robust Estimation -- Technical requirements -- What is doubly robust estimation? …”
Publicado 2024
Libro electrónico -
12222Publicado 2017Tabla de Contenidos: “…. -- Public folder quotas -- See also -- Reporting on public folder statistics -- How to do it... -- How it works... -- See also -- Managing user access to public folders -- How to do it... -- How it works... -- There's more... -- See also -- Chapter 5: Distribution Groups and Address Lists -- Introduction -- Performing some basic steps -- Reporting on distribution group membership -- How to do it... -- How it works... -- There's more... -- See also…”
Libro electrónico -
12223por Hartley, KenTabla de Contenidos: “…-- 10.4.7 Controller tuning -- 10.4.8 Manual PI tuning -- 10.4.9 Ziegler-Nichols frequency response method -- 10.4.10 Autotuning -- 10.5 Instrumentation and Monitoring -- 10.5.1 Instruments -- 10.5.2 Estimating the oxygen uptake rate -- 10.6 Pumping -- 10.6.1 Pump characteristics -- 10.6.2 Relationship between flow rate and power -- 10.7 Essential Control Loops -- 10.7.1 Dissolved oxygen control -- 10.7.2 Ammonia-Based DO control -- 10.7.3 Recycle flow controls -- 10.7.4 Chemical precipitation -- 10.7.5 Anaerobic digestion process control -- 10.8 Minimising Operating Cost -- 10.8.1 Approaches -- 10.8.2 The human factor -- 10.9 Concluding Remarks -- Chapter 11: Evolutionary operation -- 11.1 Learning -- 11.2 Application to Sewage Treatment Plants -- 11.2.1 Plant improvement strategies -- 11.2.2 Learning curves -- 11.2.3 Startup phase -- 11.3 Long-Term Improvement -- 11.3.1 Potential -- 11.3.2 Tuning -- 11.3.3 Stress testing -- 11.3.4 Debottlenecking -- 11.3.5 Costs -- 11.4 EVOP Procedures -- 11.4.1 Method -- 11.4.2 Trend plots -- 11.4.3 General principles -- 11.5 Faux EVOP -- Appendix 1: A note on the statistics of variability -- Average and Median…”
Publicado 2013
Libro electrónico -
12224por Hahn, Marcelo GuerraTabla de Contenidos: “…Chapter 15: Large-Scale Application Design -- Technical requirements -- The introduction of large-scale, cross-platform project organizing -- Large-scale, cross-platform project organization in C++ -- A large-scale, cross-platform project in C++ -- Best practices and strategies for managing a large-scale, cross-platform project in C++ -- Horizontal and vertical scaling -- Horizontal scaling -- Vertical scaling -- Scaling C++ applications -- Horizontal scaling in C++ -- Vertical scaling in C++ -- Designing data-intensive applications -- Data structure -- Data processing -- The main function -- Summary -- Questions -- Further reading -- Part 3: C++ in the AI World -- Chapter 16: Understanding and Using C++ in Machine Learning Tasks -- Technical requirements -- Introduction to AI -- Computer vision -- NLP -- Knowledge reasoning -- ML -- Understanding ML -- Designing an algorithm that learns -- Categories of ML -- Applications of ML -- Neural networks -- Clustering -- Regression analysis -- C++ and ML -- Summary -- Questions -- Further reading -- Chapter 17: Using C++ in Data Science -- Technical requirements -- Introduction to data science -- C++ example -- Data capturing and manipulation -- C++ example -- Data cleansing and processing -- C++ example -- Applying machine learning algorithms -- C++ example -- Data visualization -- C++ example -- Summary -- Questions -- Further reading -- Chapter 18: Designing and Implementing a Data Analysis Framework -- Technical requirements -- Using and processing statistical data types -- C++ example -- Working with tabular and rectangular data -- C++ example -- A complete ETL pipeline design strategy -- C++ example -- Summary -- Questions -- Further reading -- Index -- Other Books You May Enjoy…”
Publicado 2023
Libro electrónico -
12225Publicado 2023Tabla de Contenidos: “…-- The birth of a video game character -- Playable characters, NPCs, and enemies -- The function of characters -- Character statistics, attributes, and abilities -- A step-by-step character design -- Acquire deep knowledge of the game -- Write down the design pillars -- Write a high concept -- Define and balance the stats -- Prototype and iterate -- Final implementation -- Enemies -- Types of villains -- Types of enemies -- Enemy behaviors and stats -- Enemies exist to entertain a player -- Diversity -- Summary -- Chapter 11: Balancing Your Content and Systems -- Gameplay balancing…”
Libro electrónico -
12226por Godbold, AshleyTabla de Contenidos: “…Input Field - TextMeshPro -- TextMeshPro - Input Field component -- Examples -- Creating a dropdown menu with images -- Summary -- Part 4: Unity UI Advanced Topics -- Chapter 14: Animating UI Elements -- Technical requirements -- Animation Clips -- Animation Events -- Animator Controller -- The Animator of Transition Animations -- Animator layers -- Setting Animation Parameters in scripts -- Animator Behaviours -- Animating pop-up windows to fade in and out -- Animating a complex loot box -- Summary -- Chapter 15: Particles in the UI -- Technical requirements -- Particles in the UI -- Examples -- Creating a Particle System that displays in the UI -- Summary -- Chapter 16: Utilizing World Space UI -- Technical requirements -- When to use World Space UI -- Appropriately scaling text in the Canvas -- Other considerations when working in World Space -- Examples -- 2D World Space status indicators -- 3D hovering health bars -- Summary -- Chapter 17: Optimizing Unity UI -- Optimization basics -- Frame Rate -- GPU and CPU -- Tools for determining performance -- Statistics window -- Unity Profiler -- Unity Frame Debugger -- Basic Unity UI Optimization Strategies -- Using multiple Canvases and Canvas Hierarchies -- Minimizing the use of Layout Groups -- Hiding objects appropriately -- Appropriately time object pooling enabling and disabling -- Reducing Raycast computations -- Summary -- Further reading -- Part 5: Other UI and Input Systems -- Chapter 18: Getting Started with UI Toolkit -- Technical requirements -- Overview of UI Toolkit -- Installing the UI Toolkit package -- Parts of the UI Toolkit system -- Visual Elements and UI Hierarchy -- Creating UI with the UI Builder -- Using the UI Document component -- Making The UI interactable with C# -- The UIElements namespaces -- Getting a reference to UI Documents variables -- Managing Visual Element events…”
Publicado 2023
Libro electrónico -
12227por Mueller, John, 1958-Tabla de Contenidos: “…Starting the List Project -- Adding the Controls -- Configuring the Controls -- Using the Code Editor -- Using the Double-Click Method -- Choosing an Event Directly -- Using the Right-Click Method -- Understanding the Code Editor Features -- Writing Some Simple Code -- Testing the List Application -- Tracing the List Application with the Debugger -- Discovering Application Functionality Through Tracing -- Creating a Breakpoint -- Viewing Application Data -- Testing a Theory -- Creating the List 2 Project -- Starting the Second List Project -- Copying the Controls -- Finessing the Controls -- Adding the Extended Code -- Tracing Through the Extended Example -- Understanding Data Types -- Testing Selection Theories -- Get Going with C# -- Using Collections to Store Data -- Understanding Arrays -- Creating the Array Project -- Starting the Array Project -- Adding the Array Project Controls -- Configuring the Array Project Controls -- Adding the Array Code -- Tracing Through the Array Example -- Testing Looping Theories -- Testing Conditional Theories -- Understanding Dictionaries -- Creating the Dictionary Project -- Starting the Dictionary Project -- Adding the Dictionary Project Controls -- Configuring the Dictionary Project Controls -- Adding the Dictionary Code -- Tracing Through the Dictionary Example -- Testing Sorting Theories -- Testing Statistical Theories -- Understanding Structures -- Creating the Structure Project -- Starting the Structure Project -- Adding the Structure Project Controls -- Configuring the Structure Project Controls -- Creating a Structure -- Adding the Structure Example Code -- Tracing Through the Structure Example -- Get Going with C# -- Working with XML -- Understanding XML -- Combining XML and LINQ -- Defining the XML_LINQ Project -- Adding and Configuring the XML_LINQ Controls -- Using the System.Xml.Linq Namespace…”
Publicado 2011
Libro electrónico -
12228por Saha, A.Tabla de Contenidos: “…Cover -- Contents -- Foreword -- Preface -- Part A: Information Theory and Source Coding -- Chapter 1: Probability, Random Processes, and Noise -- 1.1 Introduction -- 1.2 Fundamentals of Probability -- 1.2.1 Algebra of Probability -- 1.2.2 Axioms of Probability -- 1.2.3 Elementary Theorems on Probability -- 1.2.4 Conditional Probability -- 1.2.5 Independent Events -- 1.2.6 Total Probability -- 1.3 Random Variables and Its Characteristics -- 1.3.1 Discrete Random Variable and Probability Mass Function -- 1.3.2 Cumulative Distribution Function -- 1.3.3 Distribution Function for Discrete Random Variable -- 1.3.4 Continuous Random Variable and Probability Density Function -- 1.4 Statistical Averages -- 1.5 Frequently Used Probability Distributions -- 1.5.1 Binomial Distribution -- 1.5.2 Poisson Distribution -- 1.5.3 Gaussian Distribution -- 1.6 Random Processes -- 1.7 Noise -- 1.7.1 Sources of Noise -- 1.7.2 Thermal Noise -- 1.7.3 Shot Noise -- 1.7.4 Partition Noise -- 1.7.5 Flicker Noise or 1/f Noise -- 1.8 Solved Problems -- Multiple Choice Questions -- Review Questions -- Chapter 2: Information Theory -- 2.1 Introduction -- 2.2 Measure of Information -- 2.3 Entropy -- 2.4 Information Rate -- 2.5 Channel Model -- 2.5.1 Discrete Memoryless Channel -- 2.5.2 Special Channels -- 2.6 Joint Entropy and Conditional Entropy -- 2.7 Mutual Information -- 2.8 Channel Capacity -- 2.8.1 Special Channels -- 2.9 Shannon's Theorem -- 2.10 Continuous Channel -- 2.10.1 Differential Entropy -- 2.10.2 Additive White Gaussian Noise Channel -- 2.10.3 Shannon-Hartley Law -- 2.11 Solved Problems -- Multiple Choice Questions -- Review Questions -- Chapter 3: Source Codes -- 3.1 Introduction -- 3.2 Coding Parameters -- 3.3 Source Coding Theorem -- 3.4 Classification of Codes -- 3.5 Kraft Inequality -- 3.6 Image Compression…”
Publicado 2013
Libro electrónico -
12229Publicado 2007Tabla de Contenidos: “…13.2 Measuring Application Performance -- 13.3 Configuring for Multiple Page Sizes -- PART FIVE: File Systems -- Chapter 14 File System Framework -- 14.1 File System Framework -- 14.2 Process-Level File Abstractions -- 14.3 Solaris File System Framework -- 14.4 File System Modules -- 14.5 The Virtual File System (vfs) Interface -- 14.6 The Vnode -- 14.7 File System I/O -- 14.8 File Systems and Memory Allocation -- 14.9 Path-Name Management -- 14.10 The Directory Name Lookup Cache -- 14.11 The File System Flush Daemon -- 14.12 File System Conversion to Solaris 10 -- 14.13 MDB Reference -- Chapter 15 The UFS File System -- 15.1 UFS Development History -- 15.2 UFS On-Disk Format -- 15.3 The UFS Inode -- 15.4 Access Control in UFS -- 15.5 Extended Attributes in UFS -- 15.6 Locking in UFS -- 15.7 Logging -- 15.8 MDB Reference -- PART SIX: Platform Specifics -- Chapter 16 Support for NUMA and CMT Hardware -- 16.1 Memory Hierarchy Designs -- 16.2 Memory Placement Optimization Framework -- 16.3 Initial Thread Placement -- 16.4 Scheduling -- 16.5 Memory Allocation -- 16.6 Lgroup Implementation -- 16.7 MPO APIs -- 16.8 Locality Group Hierarchy -- 16.9 MPO Statistics -- 16.10 MDB Reference -- Chapter 17 Locking and Synchronization -- 17.1 Synchronization -- 17.2 Parallel Systems Architectures -- 17.3 Hardware Considerations for Locks and Synchronization -- 17.4 Introduction to Synchronization Objects -- 17.5 Mutex Locks -- 17.6 Reader/Writer Locks -- 17.7 Turnstiles and Priority Inheritance -- 17.8 Kernel Semaphores -- 17.9 DTrace Lockstat Provider -- PART SEVEN: Networking -- Chapter 18 The Solaris Network Stack -- 18.1 STREAMS and the Network Stack -- 18.2 Solaris 10 Stack: Design Goals -- 18.3 Solaris 10 Network Stack Framework -- 18.4 TCP as an Implementation of the New Framework -- 18.5 UDP -- 18.6 Synchronous STREAMS -- 18.7 IP…”
Libro electrónico -
12230Publicado 2022Tabla de Contenidos: “…3.3.2 Weighing words with inverse document frequency -- 3.4 Practical use of the search algorithm -- 3.4.1 Retrieval of the most similar documents -- 3.4.2 Evaluation of the results -- 3.4.3 Deploying search algorithm in practice -- Summary -- Solutions to miscellaneous exercises -- 4 Information extraction -- 4.1 Use cases -- 4.1.1 Case 1 -- 4.1.2 Case 2 -- 4.1.3 Case 3 -- 4.2 Understanding the task -- 4.3 Detecting word types with part-of-speech tagging -- 4.3.1 Understanding word types -- 4.3.2 Part-of-speech tagging with spaCy -- 4.4 Understanding sentence structure with syntactic parsing -- 4.4.1 Why sentence structure is important -- 4.4.2 Dependency parsing with spaCy -- 4.5 Building your own information extraction algorithm -- Summary -- Solutions to miscellaneous exercises -- 5 Author profiling as a machine-learning task -- 5.1 Understanding the task -- 5.1.1 Case 1: Authorship attribution -- 5.1.2 Case 2: User profiling -- 5.2 Machine-learning pipeline at first glance -- 5.2.1 Original data -- 5.2.2 Testing generalization behavior -- 5.2.3 Setting up the benchmark -- 5.3 A closer look at the machine-learning pipeline -- 5.3.1 Decision Trees classifier basics -- 5.3.2 Evaluating which tree is better using node impurity -- 5.3.3 Selection of the best split in Decision Trees -- 5.3.4 Decision Trees on language data -- Summary -- Solutions to miscellaneous exercises -- 6 Linguistic feature engineering for author profiling -- 6.1 Another close look at the machine-learning pipeline -- 6.1.1 Evaluating the performance of your classifier -- 6.1.2 Further evaluation measures -- 6.2 Feature engineering for authorship attribution -- 6.2.1 Word and sentence length statistics as features -- 6.2.2 Counts of stopwords and proportion of stopwords as features -- 6.2.3 Distributions of parts of speech as features…”
Libro electrónico -
12231por Multidisciplinary Digital Publishing InstituteTabla de Contenidos: “…Eng. 2016, 4(3), 62, doi: 10.3390/jmse4030062 http://www.mdpi.com/2077-1312/4/3/62 .91 -- Lei Shi and Edward Myers Statistical Interpolation of Tidal Datums and Computation of Its Associated Spatially Varying Uncertainty Reprinted from: J. …”
Publicado 2017
Libro electrónico -
12232Publicado 2023Tabla de Contenidos: “…-- Uncovering relationships in data -- Exploring BigQuery data with Google Sheets -- Connecting to Sheets from BigQuery using Explore with Sheets -- Connecting to BigQuery using Connected Sheets -- Column statistics -- Collaboration with BigQuery data in Sheets…”
Libro electrónico -
12233por Jensen, Jens SandagerTabla de Contenidos: “…-- Bridge management - past, present, and future -- Bridge engineering Proving the sustainability case for refurbishment v replacement -- Thermo-mechanistic approach for evaluating service life of bridges and structural concrete -- From empirical and subjective O& -- M to statistical and objective asset management -- Innovations in building and bridge engineering associated with circular economy -- AI support for bridge SHM and life cycle assessment -- Innovations in bridge management in Australia to rise to the challenges of today and the future -- MINI-SYMPOSIA MS 01 Prediction and extension of the service duration of bridges -- Field tests for remaining life prediction of aged bridges -- Behavior analysis of an integrated column by multiple steel pipes using monitoring measurement -- Prediction of bridge service duration for CBM by the indirect monitoring using vehicles -- Combining monitoring information and UHPFRC strengthening to extend bridge service duration -- UHPFRC technology for the extension of the service duration of bridges -- Interpreting monitored responses of an orthotropic steel deck using FEM -- Predicting time history response of bridges under vehicle load using CNN -- Behavior of CFST piers with compound concrete under cyclic lateral loading -- Extending the service duration of bridges by means of (R-)UHPFRC -- Optimization study on wet joints construction of steel plate composite beams…”
Publicado 2024
Libro electrónico -
12234Publicado 2024Tabla de Contenidos: “…Cover -- FM -- Copyright -- Contributors -- Table of Contents -- Preface -- Chapter 1: Connecting to Data -- Introduction to Data -- Making the Most Out of This Book - Your Certification and Beyond -- Connecting to Sources -- Data Structure -- Choosing an Appropriate Data Source Type -- Content and Quality -- Level of detail: Dimensions and Measures -- Data Quality -- Technical Requirements -- Performance: Data Size and Structure -- Microsoft Excel (.xlsx) and Comma-Separated Values (.csv) Types -- Relational Databases -- Initial Data Connections -- Connecting to Tableau Server or Tableau Cloud -- Connecting to a File -- CSV and Excel Files -- .hyper or .tde Files -- JSON -- PDF -- Spatial Files -- Statistical Files -- Connecting to Databases and Cloud Services -- Default Server Connectors -- Custom SQL Queries -- Introduction to SQL and Custom Queries in Tableau -- Live versus Extract Connections -- Live Connections -- Data Extracts -- Other Factors Affecting Performance -- Connection Management: the Datasource Pane and Data Tab -- The Datasource Window -- The Data Tab -- Making New Connections in Existing Workbooks -- Replacing Data Sources -- Notes, Caveats, and Unsupported Data Sources -- Web-Based Data Access: Drivers and APIs -- Multidimensional Systems -- Summary -- Exam Readiness Drill - Chapter Review Questions -- Chapter 2: Transforming Data -- Introduction -- Types of Fields in Tableau -- Data Types -- Data Type Conversion -- Dimensions and Measures -- Dimensions and Measure Field Conversion -- Discrete and Continuous -- Dimension, Measure, Discrete, and Continuous Combinations -- Discrete and Continuous Color Legends -- Cleaning Data -- Assessing Data Quality -- Cleaning data on Tableau Desktop -- Duplicating and Renaming a Field Updating the Aliases -- Updating the Default Properties of Fields -- Data Interpreter…”
Libro electrónico -
12235Publicado 2023Tabla de Contenidos: “…Front Cover -- Artificial Intelligence in Healthcare and COVID-19 -- Copyright Page -- Contents -- List of contributors -- Preface -- 1 Improvement of mental health of frontline healthcare workers during COVID-19 pandemic using artificial intelligence -- Other notes -- 1.1 Introduction -- 1.2 Background -- 1.3 Main content -- 1.4 Methodologies and implementation -- 1.5 Discussion -- 1.5.1 Connection to artificial intelligence -- 1.5.2 Strengths -- 1.5.3 Weaknesses -- 1.6 Conclusion -- References -- 2 Effective algorithms for solving statistical problems posed by COVID-19 pandemic -- 2.1 Introduction -- 2.2 Forecasting the epidemic curves of coronavirus -- 2.2.1 Forecasting models for the COVID-19 outbreak -- 2.3 Nonparametric tests used for forecasting models estimation -- 2.3.1 Nonparametric tests for homogeneity -- 2.3.2 Exact nonparametric test for homogeneity -- 2.4 Comparison of forecast models -- 2.5 Conclusion and scope for the future work -- References -- 3 Reconsideration of drug repurposing through artificial intelligence program for the treatment of the novel coronavirus -- 3.1 Introduction -- 3.2 Viral morphology -- 3.2.1 Structured proteins -- 3.2.1.1 Spike protein/spike membrane -- 3.2.1.2 Membranous proteins -- 3.2.1.3 Nucleic acid-protein/nucleocapsid -- 3.2.1.4 Enveloped protein -- 3.2.2 Nonstructured proteins -- 3.2.2.1 Proteases -- 3.2.2.2 RNA-dependent polymerase -- 3.2.2.3 Helicase -- 3.3 Virus lifecycle -- 3.3.1 Life process of severe acute respiratory syndrome 2 -- 3.3.1.1 Attachment and entry -- 3.3.1.2 Replication and transcription -- 3.3.1.3 Assembly and release -- 3.4 Currently available viral targeting drug candidates at various stages of life cycle -- 3.5 Different drug repurposing approaches -- 3.5.1 Target approach -- 3.5.2 Knowledge-dependent approach -- 3.5.3 Molecular docking-based approach…”
Libro electrónico -
12236Publicado 2022Tabla de Contenidos: “…Metabolic Control of Mitochondrial Dynamics: The Role of AMPK -- Concluding Remarks -- References -- NADPH Oxidase System Mediates Cholesterol Secoaldehyde-Induced Oxidative Stress and Cytotoxicity in H9c2 Cardiomyocytes -- Introduction -- Materials and Methods -- Chemicals, H9c2 Cardiomyocytes, and Cell Culture Supplies -- Synthesis of Cholesterol Secoaldehyde -- Cell Culture and Treatments -- Cell Proliferation and Metabolism -- Trypan Blue Exclusion Assay -- Measurement of Intracellular Peroxides -- Measurement of Hydrogen Peroxide -- Thiobarbituric Acid-Reactive Substances (TBARs) -- Measurement of Reduced Glutathione Levels -- Assay of Superoxide Dismutase Activity -- Measurement of Mitochondrial Transmembrane Potential -- Western Blot Analysis -- Statistical Analysis -- Results -- Apocynin Exacerbates While DPI Reduces the ChSeco-Induced Cytotoxic Response in H9c2 Cardiomyocytes -- NOS Inhibitors Attenuate the Formation of Peroxide or Peroxide-Like Substances in ChSeco-Exposed H9c2 Cardiomyocytes -- Apocynin Lowers the GSH Levels in ChSeco-Exposed Cardiomyocytes -- Apocynin But Not DPI Enhances the ChSeco-Induced Activation of SOD Activity in H9c2 Cardiomyocytes -- Apocynin and DPI Pretreatment in H9c2 Cardiomyocytes Reduces TBARs Formed in Response to the Exposure of ChSeco -- ChSeco-Induced Loss in Mitochondrial Transmembrane Potential Is Reversed by Pretreatments with Apocynin and DPI -- ChSeco-Induced Overexpression of pp38 and pSAPK in H9c2 Cardiomyocytes Is Mitigated by Pretreatments with Apo and DPI -- Discussion -- Conclusion -- References -- Lipid Mediators in Cardiovascular Physiology and Disease -- Introduction -- Lipid Mediators -- Oxylipins -- PUFA Reservoirs -- Oxylipin Synthesis -- Cyclooxygenase-Derived Oxylipins -- Lipoxygenase-Derived Oxylipins -- Cytochrome P450-Derived Oxylipins -- Conclusion and Future Perspectives…”
Libro electrónico -
12237por Ciaburro, GiuseppeTabla de Contenidos: “…The inverse transform sampling method -- The acceptance-rejection method -- Random number generation using Python -- Introducing the random module -- Generating real-value distributions -- Randomness requirements for security -- Password-based authentication systems -- Random password generator -- Cryptographic random number generator -- Introducing cryptography -- Randomness and cryptography -- Encrypted/decrypted message generator -- Summary -- Chapter 3: Probability and Data Generation Processes -- Technical requirements -- Explaining probability concepts -- Types of events -- Calculating probability -- Probability definition with an example -- Understanding Bayes' theorem -- Compound probability -- Bayes' theorem -- Exploring probability distributions -- The probability density function -- Mean and variance -- Uniform distribution -- Binomial distribution -- Normal distribution -- Generating synthetic data -- Real data versus artificial data -- Synthetic data generation methods -- Data generation with Keras -- Data augmentation -- Simulation of power analysis -- The power of a statistical test -- Power analysis -- Summary -- Part 2: Simulation Modeling Algorithms and Techniques -- Chapter 4: Exploring Monte Carlo Simulations -- Technical requirements -- Introducing the Monte Carlo simulation -- Monte Carlo components -- First Monte Carlo application -- Monte Carlo applications -- Applying the Monte Carlo method for Pi estimation -- Understanding the central limit theorem -- Law of large numbers -- The central limit theorem -- Applying the Monte Carlo simulation -- Generating probability distributions -- Numerical optimization -- Project management -- Performing numerical integration using Monte Carlo -- Defining the problem -- Numerical solution -- Min-max detection -- The Monte Carlo method -- Visual representation…”
Publicado 2022
Libro electrónico -
12238Publicado 2019“…Esta es la nueva versión en español del libro Statistics for Archaeologists: A Common Sense Approach, por Robert D. …”
Biblioteca Universitat Ramon Llull (Otras Fuentes: Universidad Loyola - Universidad Loyola Granada, Biblioteca de la Universidad Pontificia de Salamanca)Libro electrónico -
12239Publicado 2017Tabla de Contenidos: “…-- About the Author xii -- Preface xiii -- Acknowledgements xv -- Abbreviations xvi -- 1 Introduction 1 -- 1.1 Introduction 1 -- 1.2 Wireless Security 2 -- 1.2.1 Background and Advances 2 -- 1.2.2 Statistics 2 -- 1.2.3 Wireless Threats 4 -- 1.2.4 M2M Environment 9 -- 1.3 Standardization 10 -- 1.3.1 The Open Mobile Alliance (OMA) 10 -- 1.3.2 The International Organization for Standardization (ISO) 12 -- 1.3.3 The International Telecommunications Union (ITU) 14 -- 1.3.4 The European Telecommunications Standards Institute (ETSI) 14 -- 1.3.5 The Institute of Electrical and Electronics Engineers (IEEE) 15 -- 1.3.6 The Internet Engineering Task Force (IETF) 16 -- 1.3.7 The 3rd Generation Partnership Project (3GPP) 16 -- 1.3.8 The 3rd Generation Partnership Project 2 (3GPP2) 25 -- 1.3.9 The GlobalPlatform 25 -- 1.3.10 The SIMalliance 26 -- 1.3.11 The Smartcard Alliance 27 -- 1.3.12 The GSM Association (GSMA) 27 -- 1.3.13 The National Institute of Standards and Technology (NIST) 28 -- 1.3.14 The National Highway Transportation and Safety Administration (NHTSA) 28 -- 1.3.15 Other Standardization and Industry Forums 28 -- 1.3.16 The EMV Company (EMVCo) 29 -- 1.3.17 The Personal Computer/Smartcard (PC/SC) 29 -- 1.3.18 The Health Insurance Portability and Accountability Act (HIPAA) 29 -- 1.3.19 The Common Criteria (CC) 29 -- 1.3.20 The Evaluation Assurance Level (EAL) 30 -- 1.3.21 The Federal Information Processing Standards (FIPS) 31 -- 1.3.22 Biometric Standards 31 -- 1.3.23 Other Related Entities 32 -- 1.4 Wireless Security Principles 32 -- 1.4.1 General 32 -- 1.4.2 Regulation 33 -- 1.4.3 Security Architectures 33 -- 1.4.4 Algorithms and Security Principles 33 -- 1.5 Focus and Contents of the Book 36 -- References 38 -- 2 Security of Wireless Systems 42 -- 2.1 Overview 42 -- 2.1.1 Overall Security Considerations in the Mobile Environment 42 -- 2.1.2 Developing Security Threats 43 -- 2.1.3 RF Interferences and Safety 45 -- 2.2 Effects of Broadband Mobile Data 46 -- 2.2.1 Background 46.…”
Libro electrónico -
12240Introduction to digital mobile communicationIntroduction to Digital Mobile CommunicationPublicado 2015Tabla de Contenidos: “…Band Complex Expression 36 -- 2.2 Noise Analysis 37 -- 2.2.1 Noise in Communication System 37 -- 2.2.2 Statistics of Noise 39 -- 2.2.3 Power Spectral Density of Noise 42 -- 2.2.4 Autocorrelation Function of Filtered Noise 43 -- 2.2.5 Bandpass Noise 44 -- 2.2.6 Envelope and Phase of a Sinusoidal Signal in -- Bandpass Noise 48 -- 2.2.7 Generation of Correlated Noises and its Probability -- Density Function 49 -- 2.2.8 Sums of Random Variables and the Central -- Limit Theorem 51 -- 2.3 Linear System 55 -- 2.3.1 Linear Time?]…”
Libro electrónico