Tabla de Contenidos: “…3.7 Fault‐Tree Method -- 3.7.1 Functional Block Diagram -- 3.7.2 Fault‐Tree Analysis -- 3.8 Failure Mode, Effect, and Criticality Analysis -- 3.8.1 Priority Risk Number -- 3.8.2 Criticality Analysis -- 3.9 Case Study: Reliability Design for Six Sigma -- 3.9.1 Principle of Design for Six Sigma -- 3.9.2 Implementation of Printed Circuit Board Design -- References -- Chapter 4 Reliability Growth Planning -- 4.1 Introduction -- 4.2 Classification of Failures -- 4.3 Failure Mode Types -- 4.4 No Fault Found (NFF) Failures -- 4.4.1 The Causes of NFF -- 4.4.2 The Impact of NFF -- 4.4.2.1 Equipment Level of Support -- 4.4.2.2 At the Repair Shop Level of Support -- 4.4.2.3 In Spare Parts Inventory and Supply Chain -- 4.5 Corrective Action Effectiveness -- 4.5.1 Engineering Change Order Versus Retrofit -- 4.5.2 Corrective Action Effectiveness -- 4.6 Reliability Growth Model -- 4.6.1 Duane Postulate -- 4.6.2 Power Law Model -- 4.6.3 Trend Test Statistics -- 4.6.4 Bounded Failure Intensity Model -- 4.6.5 Bayesian Projection Model -- 4.7 Reliability Growth and Demonstration Test -- 4.7.1 Optimal Reliability Growth Test -- 4.7.2 Reliability Demonstration Test -- 4.7.2.1 Cumulative Binomial -- 4.7.2.2 Exponential Chi‐Squared -- 4.8 Lifecycle Reliability Growth Planning -- 4.8.1 Reliability Growth of Field Systems -- 4.8.2 Prediction of Latent Failure Modes -- 4.8.3 Allocation of Corrective Action Resource -- 4.9 Case Study -- 4.9.1 Optimizing Reliability Growth Test of Diesel Engines -- 4.9.2 Multiphase Reliability Growth Strategy -- References -- Chapter 5 Accelerated Stress Testing and Economics -- 5.1 Introduction -- 5.2 Design of Accelerated Stress Test -- 5.2.1 HALT, HASS, and ESS -- 5.2.2 Types of Accelerating Stresses -- 5.2.2.1 Environmental Stresses -- 5.2.2.2 Electrical Stress -- 5.2.2.3 Mechanical Stress -- 5.2.2.4 Chemical Stress…”

“…This step-by-step guide takes readers through the development of safety instrumented systems, also including discussions on cost impact, basics of statistics, and reliability. Swapan Basu brings more than 35 years of industrial experience to this book, using practical examples to demonstrate concepts. …”

“…This book will be highly useful for researchers, graduate students and practitioners working in the fields of computer vision, machine learning, signal processing, optimization and statistics. Combines classical sparse and low-rank models and algorithms with the latest advances in deep learning networks Shows how the structure and algorithms of sparse and low-rank methods improves the performance and interpretability of Deep Learning models Provides tactics on how to build and apply customized deep learning models for various applications…”

Tabla de Contenidos: “…Basic raster metadata properties -- 7.4.2. Pixel statistics -- 7.4.3. Pixel value accessors -- 7.4.4. …”

Tabla de Contenidos: “…10.4.2 Re-clustering for DataStore objects -- 10.4.3 Monitoring re-clustering requests -- 10.4.4 Data copy -- 10.5 InfoCube compression -- 10.6 Data deletion with new SQL DELETE statement -- 10.7 Use of sampled statistics -- 10.8 Migration of SAP BI systems to DB2 UDB -- 10.8.1 Migration procedure -- 10.8.2 Generation of the DDL for the target database platform -- 10.8.3 Exporting the source database -- 10.8.4 Creating and importing the target database -- 10.8.5 SAP BI migration post processing -- Related publications -- IBM Redbooks -- Other publications -- Online resources -- How to get IBM Redbooks -- Help from IBM -- Index -- Back cover…”

Tabla de Contenidos: “…Base Primitive Environment enhancements -- 11.1 Base Primitive Environment (BPE) enhancements -- 11.2 New BPE address space initialization module -- 11.3 User exits and statistics for BPE -- 11.3.1 BPE configuration parameters member -- 11.3.2 BPE user exit list -- 11.4 Displaying the BPE and CQS versions -- Chapter 12. …”

Tabla de Contenidos: “…Lambda Functions -- 1.5 Basic Data Structures -- 1.6 Interfaces and Classes -- 1.6.1 More Statistics. Inheritance -- 1.7 Values versus References -- 1.8 Summary -- 2 Basic Types. …”

Tabla de Contenidos: “…9.2.1 Enabling trace on WebSphere Voice Server V5.1.x -- 9.2.2 Running the Collector Tool -- 9.3 Voice Trace Analyzer overview -- 9.3.1 Starting the Voice Trace Analyzer -- 9.3.2 Voice Trace Analyzer Recognitions tab -- 9.3.3 Voice Trace Analyzer Grammars tab -- 9.3.4 Voice Trace Analyzer Problems tab -- 9.3.5 Voice Trace Analyzer Call Flow Tab -- 9.3.6 Voice Trace Analyzer Statistics Tab -- 9.4 Listening/Analyzing Audio for Recognition Problems -- 9.5 Transcription and Session Completion analysis -- 9.6 Voice Trace Analyzer export features -- 9.7 Troubleshooting tips -- 9.7.1 Using the MRCP session identifier -- 9.7.2 Isolating each application's analysis results -- Chapter 10. …”

Tabla de Contenidos: “…Front Cover -- Half Title Page -- Title Page -- Copyright Page -- Brief contents -- Contents -- Guided tour -- Introduction -- Acknowledgements -- Part 1 Basics of research -- 1 Role of research in psychology -- Overview -- 1.1 Introduction -- 1.2 The importance of reading -- 1.3 Evaluating the evidence -- 1.4 Inferring causality -- 1.5 Types of research and the assessment of causality -- 1.6 Practice -- 1.7 Conclusion -- Key points -- Activities -- 2 Aims and hypotheses in research -- Overview -- 2.1 Introduction -- 2.2 Types of study -- 2.3 Aims of research -- 2.4 Research hypotheses -- 2.5 Four types of hypothesis -- 2.6 Difficulties in formulating aims and hypotheses -- 2.7 Conclusion -- Key points -- Activities -- 3 Variables, concepts and measures -- Overview -- 3.1 Introduction -- 3.2 History of the variable in psychology -- 3.3 Types of variable -- 3.4 Independent and dependent variables -- 3.5 Measurement characteristics of variables -- 3.6 Stevens' theory of scales of measurement -- 3.7 Operationalising concepts and variables -- 3.8 Conclusion -- Key points -- Activities -- 4 Problems of generalisation and decision-making in research: Chance findings and sample size -- Overview -- 4.1 Introduction -- 4.2 Universalism -- 4.3 Sampling and generalisation -- 4.4 Statistics and generalisation -- 4.5 Directional and non-directional hypotheses again -- 4.6 More on the similarity between measures of effect (difference) and association -- 4.7 Sample size and size of association -- 4.8 Conclusion -- Key points -- Activities -- 5 Research reports: The total picture -- Overview -- 5.1 Introduction -- 5.2 Overall strategy of report writing -- 5.3 Sections of the research report in detail -- 5.4 Conclusion -- Key points -- Activities -- 6 Improving your quantitative write-up -- Overview -- 6.1 Introduction -- 6.2 Poorly written quantitative report…”

Tabla de Contenidos: “…Introduction -- 11.2. Statistical background -- 11.3. Methodologies -- 11.3.1. …”

Tabla de Contenidos: “…Data sources -- OECD International Direct Investment Statistics database (BD4) -- Eurostat FATS -- TEC -- TiVA -- Refinitiv, M&amp -- A database -- Financial Times fDi Markets database -- Notes -- 2 Finland's domestic policy and regulatory setting -- 2.1. …”

Tabla de Contenidos: “…-- Software performance engineering -- Performance testing and measurement tools -- Performance complexity -- Measuring performance -- Measuring time using a context manager -- Timing code using the timeit module -- Measuring the performance of our code using timeit -- Finding out time complexity - graphs -- Measuring CPU time with timeit -- Profiling -- Deterministic profiling -- Profiling with cProfile and profile -- Prime number iterator class - performance tweaks -- Profiling - collecting and reporting statistics -- Third-party profilers -- Line profiler -- Memory profiler -- Substring (subsequence) problem…”

Tabla de Contenidos: “…-- 13.2 Historical Perspective and Current Patterns of Access to Higher Education -- 13.3 Social, Demographic, and Economic Structures and Tertiary Enrollment -- 13.4 Public and Private Investment in Education -- 13.5 Cost and Financial Sources of Tertiary Education -- 13.6 Share of National Wealth Spent on Education -- 13.7 Tertiary Enrollment and Graduation -- 13.8 Transition to Work and Employment -- 13.9 Conclusions -- References -- 14 Understanding the Relative Value of Alternative Pathways in Postsecondary Education: Evidence From the State of Virginia -- 14.1 Introduction -- 14.2 Conceptual Framework and Relevant Literature -- 14.3 Data and Descriptive Statistics -- 14.4 Methodology -- 14.5 Results -- 14.5.1 Overall Returns to Credits and Credentials -- 14.6 Returns by Subject Area…”

Tabla de Contenidos: “…-- Sharing is caring -- Facebook -- Twitter -- LinkedIn -- Instagram -- Snapchat and Vine -- YouTube -- Blogs and websites -- Documenting the process -- Describing updates -- MailChimp -- Paying attention to statistics -- Engaging with your audience -- Rewarding engagement -- It's a hoot! …”

Tabla de Contenidos: “…Literature review -- 2.2.1. Statistical models -- 2.2.2. Physically motivated models -- 2.3. …”

Tabla de Contenidos: “…Embracing time series features, challenges, and tools -- Developing Vision and Image Processing in AI -- Exploiting the power of convolutional neural networks (CNNs) -- Looking deeper: Advanced vision techniques -- Tools for Machine Learning and Neural Networks -- Participating with Python -- Diving into deep learning platforms -- Chapter 6 Adding Natural Language Processing and Sentiment Analysis -- Demystifying the Backbone of NLP -- Exploring linguistics for NLP -- Seeing the big picture with statistical NLP -- Why linguistics and NLP both matter -- Elevating NLP with Machine Learning -- Integrating NLP and machine learning -- Adapting to the emotional spectrum -- Examining Transformers and Attention Mechanisms -- Unpacking Sentiment Analysis -- Catching the feeling -- Understanding language nuances -- Integrating social media analytics -- Challenges for NLP and Sentiment Analysis -- Engaging Best Practices for Using NLP and Sentiment Analysis -- Chapter 7 Collaborating via Predictions, Procedures, Systems, and Filtering -- Understanding Predictive Analytics -- Using predictive analytics in various industries -- Building predictive models -- Best practices for predictive analytics -- Putting AI Procedures into Practice -- The AI System Development Lifecycle -- Understanding Filtering in AI -- Knowing where you encounter filtering -- AI filtering in recommendation systems -- Chapter 8 Getting Comfortable with Generative AI -- Changing the Game with Generative AI -- Knowing core generative AI concepts and techniques -- Reviewing the training process for generative AI models -- Getting to Know GPT Models -- Training the models is intensive -- Exploring the models' operation -- Creating New Text, Images, and Video -- Generating text -- Creating images -- Producing video -- Introducing Major Consumer-Facing Generative AI Models…”

Tabla de Contenidos: “…-- Knowledge of TQM Tools -- Tools of TQM -- Check Sheets -- Scatter Diagrams -- Cause-and-Effect Diagrams -- Pareto Charts -- Flowcharts -- Histograms -- Statistical Process Control (SPC) -- The Role of Inspection -- When and Where to Inspect -- OM in Action: Inspecting the Boeing 787 -- Source Inspection -- Service Industry Inspection -- OM in Action: Safe Patients, Smart Hospitals -- Inspection of Attributes versus Variables -- TQM in Services -- OM in Action: Richey International's Spies -- Summary -- Key Terms -- Ethical Dilemma -- Discussion Questions -- Solved Problems -- Problems -- Case Studies…”

Tabla de Contenidos: “…-- Knowledge of TQM Tools -- Tools of TQM -- Check Sheets -- Scatter Diagrams -- Cause-and-Effect Diagrams -- Pareto Charts -- Flowcharts -- Histograms -- Statistical Process Control (SPC) -- The Role of Inspection -- When and Where to Inspect -- OM in Action: Inspecting the Boeing 787 -- Source Inspection -- Service Industry Inspection -- OM in Action: Safe Patients, Smart Hospitals -- Inspection of Attributes versus Variables -- TQM in Services -- OM in Action: Richey International's Spies -- Summary -- Key Terms -- Ethical Dilemma -- Discussion Questions -- Solved Problems -- Problems -- Case Studies…”