Tabla de Contenidos: “…Chapter 3: Using the DEAP Framework -- Technical requirements -- Python version -- Using a virtual environment -- Installing the necessary libraries -- Introduction to DEAP -- Using the creator module -- Creating the Fitness class -- Creating the Individual class -- Using the Toolbox class -- Creating genetic operators -- Creating the population -- Calculating the fitness -- The OneMax problem -- Solving the OneMax problem with DEAP -- Choosing the chromosome -- Calculating the fitness -- Choosing the genetic operators -- Setting the stopping condition -- Implementing with DEAP -- Using built-in algorithms -- The Statistics object -- The algorithm -- The logbook -- Running the program -- Adding the hall of fame feature -- Experimenting with the algorithm's settings -- Population size and number of generations -- Crossover operator -- Mutation operator -- Selection operator -- Summary -- Further reading -- Chapter 4: Combinatorial Optimization -- Technical requirements -- Search problems and combinatorial optimization -- Solving the knapsack problem -- The Rosetta Code knapsack 0-1 problem -- Solution representation -- Python problem representation -- Genetic algorithm solution -- Solving the TSP -- TSPLIB benchmark files -- Solution representation -- Python problem representation -- Genetic algorithm solution -- Improving the results with enhanced exploration and elitism -- Solving the VRP -- Solution representation -- Python problem representation -- Genetic algorithm solution -- Summary -- Further reading -- Chapter 5: Constraint Satisfaction -- Technical requirements -- Constraint satisfaction in search problems -- Solving the N-Queens problem -- Solution representation -- Python problem representation -- Genetic algorithms solution -- Solving the nurse scheduling problem -- Solution representation -- Hard constraints versus soft constraints…”

Tabla de Contenidos: “…[et al.] -- Detecting statistical interaction between somatic mutational events and germline variation from next-generation sequence data / Hao Hu, Chad D. …”

Tabla de Contenidos: “…Biographies of Highly Educated People Moving East-West-East in Europe -- Acknowledgements -- Preface: Pathways to the research questions -- 1 Introduction -- 1.1 The context of EU enlargement -- 1.2 Outline of my research questions -- 1.3 Studying migration and social pathways by means of life stories -- 1.4 Structure of this thesis -- 2 Context: Czech-German border crossings against the backdrop of the shifting landscape of European migration -- 2.1 Historical interconnections over the past millennium -- 2.2 The 19th and 20th century -- 2.3 Border crossings during the Cold War -- 2.4 The fall of the Iron Curtain in 1989 and the establishment of new migratory spaces -- 2.5 The enlargement of the EU in 2004 and 2007 and the financial crisis -- 3 Research on highly skilled migration in Europe: state of the art -- 3.1 Changing contexts of highly skilled migration: working towards the liberalisation of skilled migration flows -- 3.2 Rethinking the migration of highly skilled people: the research agenda -- 3.2.1 "Highly skilled migrants" as the subject of research -- 3.2.2 The neglected gender dimension within studies on highly skilled migration -- 3.2.3 Going beyond the dichotomy of "low skilled migration" and "highly skilled migration" -- 3.2.4 Redefining "highly skilled migrants" and "highly skilled migration" -- 3.3 An overview of recent studies on highly skilled migration pathways to and within Europe -- 3.3.1 Education - the ticket to work? Statistical evidence. -- 3.3.2 Legal and institutional frameworks affecting highly skilled migrants: studying the inter play of class, gender and ethnicity -- 3.3.3 An agent-centred approach to pathways to the labour market -- 3.3.4 Experiences and coping strategies for deskilling and contradictory class mobility…”

Tabla de Contenidos: “…. -- Implementing basic statistics -- How to do it... -- Improving functionality with comath -- Getting ready -- How to do it... -- Chapter 7: Improving Python Performance with PyPy -- Introduction -- What is PyPy? …”

Tabla de Contenidos: “…International sample: Instructional format by fields of study -- 9 Benchmarking countries -- Introduction -- Mastery levels by country -- Summary statistics -- Conclusion -- Part III The CLA+ assessment in participating countries -- 10 CLA+ in the United States -- Introduction -- Policy context -- Process of implementation of the CLA+ -- Results -- Total CLA+ scores and section scores among entering and exiting students -- CLA+ mastery levels and score distributions -- CLA+ subscores -- Self-reported effort and engagement -- CLA+ section scores, by effort and engagement -- Policy implications and lessons learnt -- Next steps -- Next Step Platform -- SSA+ -- Prospects. …”

Tabla de Contenidos: “…International sample: Instructional format by fields of study -- 9 Benchmarking countries -- Introduction -- Mastery levels by country -- Summary statistics -- Conclusion -- Part III The CLA+ assessment in participating countries -- 10 CLA+ in the United States -- Introduction -- Policy context -- Process of implementation of the CLA+ -- Results -- Total CLA+ scores and section scores among entering and exiting students -- CLA+ mastery levels and score distributions -- CLA+ subscores -- Self-reported effort and engagement -- CLA+ section scores, by effort and engagement -- Policy implications and lessons learnt -- Next steps -- Next Step Platform -- SSA+ -- Prospects. …”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewers -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: The All New PHP -- Scalar type hints -- Return type hints -- Anonymous classes -- Generator delegation -- Generator return expressions -- The null coalesce operator -- The spaceship operator -- Constant arrays -- Uniform variable syntax -- Throwables -- Group use declarations -- Catching multiple exceptions types -- Class constant visibility modifiers -- Iterable pseudo-type -- Nullable types -- Void return types -- Summary -- Chapter 2: Embracing Standards -- PSR-1 - basic coding standard -- PSR-2 - coding style guide -- PSR-3 - logger interface -- PSR-4 - autoloading standard -- PSR-6 - caching interface -- PSR-7 - HTTP message interface -- PSR-13 - hypermedia links -- Summary -- Chapter 3: Error Handling and Logging -- Error handling -- Error -- ArithmeticError -- DivisionByZeroError -- AssertionError -- ParseError -- TypeError -- Uncaught error handler -- Triggering errors -- Exception -- Creating a custom exception handler -- Rethrowing exceptions -- Uncaught Exception handler -- Logging -- Native logging -- Logging with Monolog -- Summary -- Chapter 4: Magic Behind Magic Methods -- Using __construct() -- Using __destruct() -- Using __call() -- Using __callStatic() -- Using __set() -- Using __get() -- Using __isset() -- Using __unset() -- Using __sleep() -- Using __wakeup() -- Using __toString() -- Using __invoke() -- Using __set_state() -- Using __clone() -- Using __debugInfo() -- Usage statistics across popular platforms -- Summary -- Chapter 5: The Realm of CLI -- Understanding PHP CLI -- The Console component -- Setting up the Console component -- Creating a console command -- Dealing with inputs -- Using Console component helpers -- Input/output streams -- Process control…”

Tabla de Contenidos: “…Cover -- Contents -- Preface -- Unit I: Introduction -- Chapter 1: Overview of Data Communications and Networking -- American Standard Code for Information Interchange (ASCII) -- Extended Binary Coded Decimal Interchange Code (EBCDIC) -- Client/Server Architecture -- Peer-to-Peer (P2P) Architecture -- Bus Topology -- Mesh Topology -- Ring Topology -- Star Topology -- Tree Topology -- Local Area Network -- Metropolitan Area Network -- Wide Area Network -- Multiple Choice Questions -- Answers -- Chapter 2: Reference Models and Network Devices -- Network Interface Card -- Repeater -- Hub -- Bridge -- Switch -- Router -- Gateway -- Transparent Bridge -- Source Routing Bridge -- Remote Bridge -- Multiple Choice Questions -- Answers -- Unit II: Physical Layer -- Chapter 3: Analog and Digital Transmission -- Unipolar Scheme -- Polar scheme -- Bipolar Scheme -- Pulse Code Modulation -- Delta Modulation -- Amplitude Shift Keying -- Frequency Shift Keying -- Phase Shift Keying -- Amplitude Modulation -- Frequency Modulation -- Phase Modulation -- Multiple Choice Questions -- Answers -- Chapter 4: Transmission Media -- Twisted-pair Cable -- Coaxial Cable -- Fibre-optic Cable -- Multimode Propagation -- Single-mode Propagation -- Radio Waves -- Microwaves -- Infrared Waves -- Communication Satellites -- Multiple Choice Questions -- Answers -- Chapter 5: Multiplexing and Switching -- Frequency-Division Multiplexing -- Wavelength-Division Multiplexing -- Time-Division Multiplexing -- Synchronous TDM -- Statistical TDM -- Multilevel Multiplexing -- Multiple-Slot Allocation -- Pulse Stuffing -- Frequency Hopping Spread Spectrum -- Direct Sequence Spread Spectrum -- Circuit Switching -- Packet Switching -- Message Switching -- Space-Division Switch -- Time-division Switch -- Traditional Cable Networks -- Hybrid Fibre-coaxial (HFC) Network -- Cable Modem…”

Tabla de Contenidos: “…Instance Parameter Override -- Parameter Override by Name -- Parameter Override by Order -- Hierarchical Parameter Override -- Hierarchical System Parameters -- Chapter 6: Paramsets -- Introducing Paramsets -- Defining Paramsets -- Paramset Parameters -- Parameter Override Statements -- Other Paramset Statements -- Paramset Instantiation -- Chapter 7: Procedural Programming -- Variables -- Simple Variables -- Array Variables -- Procedural Blocks -- Analog Blocks -- Block Procedural Statements -- Assignment Statements -- Scalar Assignments -- Array Assignments -- Conditional Statements -- if Statement -- case Statement -- Looping Statements -- while Statement -- for Statement -- repeat Statement -- Chapter 8: Branches -- Declaring Branches -- Scalar Branches -- Vector Branches -- Port Branches -- Branch Signals -- Signal Directions -- Signal Access Functions -- Unnamed Branches -- Contributing Branch Signals -- Direct Contribution Statements -- Indirect Contribution Statements -- Probe Branches -- Value Retention -- Switch Branches -- Chapter 9: Derivative and Integral Operators -- Time Derivative Operator -- Case Study: DC Motor -- Time Integrator Operator -- Case Study: Chemical Reaction System -- Circular Integrator Operator -- Case Study: Voltage-Controlled Oscillator -- Indirect Contribution Equations -- Case Study: Accelerometer -- Probe Derivative Operator -- Chapter 10: Built-In Math Functions -- Deterministic Functions -- Logarithmic and Power Functions -- Trigonometric Functions -- Hyperbolic Functions -- Limiting and Rounding Functions -- Probabilistic Functions -- Random Number Generation Function -- Statistical Distribution Functions -- Chapter 11: User-Defined Functions -- Defining Functions -- Formal Arguments -- A Return Variable -- A Procedural Statement -- Calling Functions -- Function References -- Using Functions in Expressions…”

Tabla de Contenidos: “…-- Conformal prediction for regression problems -- Building prediction intervals and predictive distributions using conformal prediction -- Mechanics of CQR -- Quantile regression -- CQR -- Jackknife+ -- Jackknife regression -- Jackknife+ regression -- Conformal predictive distributions -- Summary -- Chapter 8: Conformal Prediction for Time Series and Forecasting -- UQ for time series and forecasting problems -- The importance of UQ -- The history of UQ -- Early statistical methods - the roots of UQ in time series -- Modern machine learning approaches -- The concept of PIs in forecasting applications -- Definition and construction -- The importance of forecasting applications -- Challenges and considerations -- Various approaches to producing PIs -- Parametric approaches -- Non-parametric approaches -- Bayesian approaches -- Machine learning approaches -- Conformal prediction -- Conformal prediction for time series and forecasting -- Ensemble batch PIs (EnbPIs) -- NeuralProphet -- Summary -- Chapter 9: Conformal Prediction for Computer Vision -- Uncertainty quantification for computer vision -- Why does uncertainty matter? …”

Tabla de Contenidos: “…"Great Blessing": Vaccination and Healthcare -- 1 Introduction -- 2 Disagreement on Health Care -- 3 Cholera and Cholera Vaccination: A Polarizing Issue -- 4 Internal Military Power Struggles and Medical Support -- 5 Vaccination as the Very Last Resort -- 6 Civilian Health: Something "Completely Different" -- 7 The Turn -- 8 Assessments from Today's Perspective -- 9 Conclusion -- 7 Macedonia as a Challenge to the Medical and Humanitarian Efforts of the Allied Armies -- 1 A "Guerre d'Orient" in Macedonia -- 2 Allied Sanitary Effort as a Tool of Influence -- 3 Controlling Evacuation, If Not Ensuring it -- 4 Conclusions: a Disruptive Environment -- Part 3: Belligerent Landscapes from the Victims' Perspective -- 8 City, Forts, and the San River-Przemyśl, 1914-15: Militarization -- 1 The Environment in the Event of War -- 2 Przemyśl in Austro-Hungarian War Planning -- 3 In the Middle of Enemy Territory -- 4 Actors and Sources -- 4.1 The Landscape -- 4.2 The Austro-Hungarian Army -- 4.3 The People and their Memoirs -- 5 Militarization of the Landscape -- 6 The First Siege -- 7 The Second Siege -- 8 Conclusion -- Primary Sources -- Archive Materials -- Published Sources -- Secondary Literature -- 9 Landscapes of the Eastern Front of the First World War in Narratives -- 1 The Statistical Dimension of the Refugee Question on the Eastern Front -- 2 Ethnic Characteristics of Refugees -- 3 Refugees in the War Landscapes on the Eastern Front -- 4 The Trials and Practices of Survival on the Road -- 5 Destruction and Refugees -- 6 Death and Burial around Refugees -- 7 Evacuation Survival Practices -- 8 Conclusion -- Primary Sources -- Secondary Literature…”

Tabla de Contenidos: “…-- Accepting Randomness -- Which Tech Is Best? -- For the More Statistically Minded -- What Did We Learn? -- Notes -- Chapter 3: Solving the Marketing Problem -- One-to-One Marketing -- One-to-Many Advertising -- The Four Ps -- What Keeps a Marketing Professional Awake? …”

Tabla de Contenidos: “…Characterization of a discrete flow -- 2.3.1. Statistical description -- 2.3.2. Probabilistic description -- 2.4. …”

Tabla de Contenidos: “…Using WebSphere Studio Application Monitor -- 5.1 Availability -- 5.1.1 Application overview -- 5.1.2 Server statistics overview -- 5.2 Problem determination -- 5.2.1 Scenario 1 - table lock -- 5.2.2 Scenario 2 - software consistency check -- 5.2.3 Scenario 3 - looping transaction -- 5.2.4 Scenario 4 - hung transaction -- 5.2.5 Scenario 5 - heap analysis -- 5.3 Performance management -- 5.3.1 Scenario 1 - connection pool bottleneck -- 5.3.2 Scenario 2 - performance analysis and reporting -- 5.4 How to read a method trace -- Part 4 Appendixes -- Appendix A. …”

Tabla de Contenidos: “…3.7 Using the mikroC Pro for PIC Simulator3.7.1 Setting a Break-Point; 3.8 Other mikroC Pro for PIC Features; 3.8.1 View Statistics; 3.8.2 View Assembly; 3.8.3 ASCII Chart; 3.8.4 USART Terminal; 3.8.5 Seven Segment Editor; 3.8.6 Help; 3.9 Summary; Exercises; 4 PIC Microcontroller Development Tools - Including Display Development Tools; 4.1 PIC Hardware Development Boards; 4.1.1 Super Bundle Development Kit; 4.1.2 PIC18 Explorer Board; 4.1.3 PIC18F4XK20 Starter Kit; 4.1.4 PICDEM 4; 4.1.5 PIC16F887 Development Kit; 4.1.6 FUTURLEC PIC18F4550 Development Board; 4.1.7 EasyPIC6 Development Board…”

Tabla de Contenidos: “…Distributed Computing Environment Remote Procedure Calls (DCERPC) -- Domain Name System -- Extended Simple Mail Transfer Protocol -- File Transfer Protocol -- General Packet Radio Service Tunneling Protocol -- H.323 -- Unified Communications Advanced Support -- HTTP -- ICMP -- ILS -- Instant Messenger (IM) -- IPSec Pass-Through -- MGCP -- NetBIOS -- PPTP -- Sun RPC -- RSH -- RTSP -- SIP -- Skinny (SCCP) -- SNMP -- SQL*Net -- TFTP -- WAAS -- XDMCP -- Summary -- Chapter 8 Virtualization -- Architectural Overview -- Configuration of Security Contexts -- Deployment Scenarios -- Monitoring and Troubleshooting the Security Contexts -- Summary -- Chapter 9 Transparent Firewalls -- Restrictions Within Transparent Firewalls -- Configuration of Transparent Firewalls -- Deployment Scenarios -- Monitoring and Troubleshooting the Transparent Firewalls -- Summary -- Chapter 10 Failover and Redundancy -- Architectural Overview -- Failover Configuration -- Deployment Scenarios -- Monitoring and Troubleshooting Failovers -- Summary -- Chapter 11 Quality of Service -- QoS Types -- QoS Architecture -- Configuring Quality of Service -- QoS Deployment Scenarios -- Monitoring QoS -- Summary -- Part III: Intrusion Prevention System (IPS) Solutions -- Chapter 12 Configuring and Troubleshooting Intrusion Prevention System (IPS) -- Overview of the Adaptive Inspection Prevention Security Services Module (AIP-SSM) and Adaptive Inspection Prevention Security Services Card (AIP-SSC) -- AIP-SSM and AIP-SSC Management -- Cisco IPS Software Architecture -- Configuring the AIP-SSM -- AIP-SSM Maintenance -- Advanced Features and Configuration -- Cisco ASA Botnet Detection -- Summary -- Chapter 13 Tuning and Monitoring IPS -- IPS Tuning -- Monitoring and Tuning the AIP-SSM Using CS-MARS -- Displaying and Clearing Statistics -- Summary -- Part IV: Content Security…”

Tabla de Contenidos: “…. -- The Difference of Volatile Compounds in Female and Male Buds of Herpetospermum -- pedunculosum Based on HS-SPME-GC-MS and Multivariate Statistical Analysis -- Reprinted from: Molecules 2022, 27, 1288, doi:10.3390/molecules27041288 53 -- Lijun Cai, Sarina Macfadyen, Baozhen Hua, Haochuan Zhang, Wei Xu and Yonglin Ren -- Identification of Biomarker Volatile Organic Compounds Released by Three Stored-Grain Insect -- Pests in Wheat -- Reprinted from: Molecules 2022, 27, 1963, doi:10.3390/molecules27061963 65 -- Qasim Ahmed, Manjree Agarwal, Ruaa Alobaidi, Haochuan Zhang and Yonglin Ren -- Response of Aphid Parasitoids to Volatile Organic Compounds from Undamaged and Infested -- Brassica oleracea with Myzus persicae -- Reprinted from: Molecules 2022, 27, 1522, doi:10.3390/molecules27051522 75 -- Keita Saito, Yoshiyuki Tokorodani, Chihiro Sakamoto and Hiroyuki Kataoka -- Headspace Solid-Phase Microextraction/Gas Chromatography-Mass Spectrometry for the -- Determination of 2-Nonenal and Its Application to Body Odor Analysis -- Reprinted from: Molecules 2021, 26, 5739, doi:10.3390/molecules26195739 89 -- Sehyun Kim and Sunyoung Bae -- In Vitro and In Vivo Human Body Odor Analysis Method Using GO:PANI/ZNRs/ZIF ́8 -- Adsorbent Followed by GC/MS -- Reprinted from: Molecules 2022, 27, 4795, doi:10.3390/molecules27154795 99 -- Kamil Łuczykowski, Natalia Warmuzi ́nska, Sylwia Operacz, Iga Stryjak, Joanna -- Bogusiewicz and Julia Jacyna et al. -- Metabolic Evaluation of Urine from Patients Diagnosed with High Grade (HG) Bladder Cancer -- by SPME-LC-MS Method -- Reprinted from: Molecules 2021, 26, 2194, doi:10.3390/molecules26082194 113 -- Andrea Speltini, Francesca Merlo, Federica Maraschi, Giorgio Marrubini, Anna Faravelli and -- Antonella Profumo -- Magnetic Micro-Solid-Phase Extraction Using a Novel Carbon-Based Composite Coupled with -- HPLC-MS/MS for Steroid Multiclass Determination in Human Plasma -- Reprinted from: Molecules 2021, 26, 2061, doi:10.3390/molecules26072061 125 -- Hiroyuki Kataoka and Daiki Nakayama -- Online In-Tube Solid-Phase Microextraction Coupled with Liquid Chromatography-Tandem -- Mass Spectrometry for Automated Analysis of Four Sulfated Steroid Metabolites in Saliva -- Samples -- Reprinted from: Molecules 2022, 27, 3225, doi:10.3390/molecules27103225 141 -- Hiroyuki Kataoka, Sanae Kaji and Maki Moai -- Risk Assessment of Passive Smoking Based on Analysis of Hair Nicotine and Cotinine as -- Exposure Biomarkers by In-Tube Solid-Phase Microextraction Coupled On-Line to LC-MS/MS -- Reprinted from: Molecules 2021, 26, 7356, doi:10.3390/molecules26237356 153 -- Atsushi Ishizaki and Hiroyuki Kataoka -- Online In-Tube Solid-Phase Microextraction Coupled to Liquid Chromatography-Tandem -- Mass Spectrometry for the Determination of Tobacco-Specific Nitrosamines in Hair Samples -- Reprinted from: Molecules 2021, 26, 2056, doi:10.3390/molecules26072056 163 -- Yuping Zhang, Ning Wang, Zhenyu Lu, Na Chen, Chengxing Cui and Xinxin Chen -- Smart Titanium Wire Used for the Evaluation of Hydrophobic/Hydrophilic Interaction by -- In-Tube Solid Phase Microextraction -- Reprinted from: Molecules 2022, 27, 2353, doi:10.3390/molecules27072353 173.…”

Tabla de Contenidos: “…-- Prescriptive Analytics: What do my data and business logic tell me I should do next? -- Statistics -- Data Science -- Decision Science -- Machine Learning -- Generative Artificial Intelligence (Generative AI) -- Reinforcement Learning -- Autonomous Artificial Intelligence -- Machine Teaching: A New Paradigm -- Automation versus Artificial Intelligence -- Automation versus Autonomy -- How to Tell When Someone Is Lying about Artificial Intelligence -- Quiz -- Notes -- Conclusion…”

Tabla de Contenidos: “…-- 1.2.1. Which national statistical sources deal with the built environment? …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright Page -- Brief Contents -- Contents -- Examples and Applications -- Preface -- Part I: The Linear Regression Model -- CHAPTER 1 Econometrics -- 1.1 Introduction -- 1.2 The Paradigm of Econometrics -- 1.3 The Practice of Econometrics -- 1.4 Microeconometrics and Macroeconometrics -- 1.5 Econometric Modeling -- 1.6 Plan of the Book -- 1.7 Preliminaries -- 1.7.1 Numerical Examples -- 1.7.2 Software and Replication -- 1.7.3 Notational Conventions -- CHAPTER 2 The Linear Regression Model -- 2.1 Introduction -- 2.2 The Linear Regression Model -- 2.3 Assumptions of the Linear Regression Model -- 2.3.1 Linearity of the Regression Model -- 2.3.2 Full Rank -- 2.3.3 Regression -- 2.3.4 Homoscedastic and Nonautocorrelated Disturbances -- 2.3.5 Data Generating Process for the Regressors -- 2.3.6 Normality -- 2.3.7 Independence and Exogeneity -- 2.4 Summary and Conclusions -- CHAPTER 3 Least Squares Regression -- 3.1 Introduction -- 3.2 Least Squares Regression -- 3.2.1 The Least Squares Coefficient Vector -- 3.2.2 Application: An Investment Equation -- 3.2.3 Algebraic Aspects of the Least Squares Solution -- 3.2.4 Projection -- 3.3 Partitioned Regression and Partial Regression -- 3.4 Partial Regression and Partial Correlation Coefficients -- 3.5 Goodness of Fit and the Analysis of Variance -- 3.5.1 The Adjusted R-Squared and a Measure of Fit -- 3.5.2 R-Squared and the Constant Term in the Model -- 3.5.3 Comparing Models -- 3.6 Linearly Transformed Regression -- 3.7 Summary and Conclusions -- CHAPTER 4 Estimating the Regression Model by Least Squares -- 4.1 Introduction -- 4.2 Motivating Least Squares -- 4.2.1 Population Orthogonality Conditions -- 4.2.2 Minimum Mean Squared Error Predictor -- 4.2.3 Minimum Variance Linear Unbiased Estimation -- 4.3 Statistical Properties of the Least Squares Estimator…”