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…”

Tabla de Contenidos: “…Crédits budgétaires publics de R-D (sélection de pays) -- Les défis fondamentaux de la recherche sont bien souvent pluridisciplinaires et systémiques -- Essor des instituts d'innovation industrielle avancée aux États-Unis -- Encadré 1.4. …”

Tabla de Contenidos: “…Dépense intérieure brute au titre de la R-D en pourcentage du PIB -- Graphique 5.4. Dépenses de R-D dans le secteur manufacturier selon l'intensité technologique -- Tableau 5.5. …”

Tabla de Contenidos: “…Ressources utilisées dans la R-D -- Graphique 3.10. Internationalisation des activités de R-D dans les industries manufacturières -- Graphique 3.11. …”

Tabla de Contenidos: “…Dépenses intérieures brutes de R-D -- Graphique 18. Contribution de la réglementation des marchés de produits aux différences d'intensité de la R-D entre les pays -- Graphique 19. …”

Tabla de Contenidos: “…7.6.2 Automating Kubernetes manifests validation with GitHub Actions -- Summary -- Part 3 Cloud native distributed systems -- 8 Reactive Spring: Resilience and scalability -- 8.1 Asynchronous and non-blocking architectures with Reactor and Spring -- 8.1.1 From thread-per-request to event loop -- 8.1.2 Project Reactor: Reactive streams with Mono and Flux -- 8.1.3 Understanding the Spring reactive stack -- 8.2 Reactive servers with Spring WebFlux and Spring Data R2DBC -- 8.2.1 Bootstrapping a reactive application with Spring Boot -- 8.2.2 Persisting data reactively with Spring Data R2DBC -- 8.2.3 Implementing the business logic with reactive streams -- 8.2.4 Exposing a REST API with Spring WebFlux -- 8.3 Reactive clients with Spring WebClient -- 8.3.1 Service-to-service communication in Spring -- 8.3.2 Understanding how to exchange data -- 8.3.3 Implementing REST clients with WebClient -- 8.4 Resilient applications with Reactive Spring -- 8.4.1 Timeouts -- 8.4.2 Retries -- 8.4.3 Fallbacks and error handling -- 8.5 Testing reactive applications with Spring, Reactor, and Testcontainers -- 8.5.1 Testing REST clients with a mock web server -- 8.5.2 Testing data persistence with @DataR2dbcTest and Testcontainers -- 8.5.3 Testing REST controllers with @WebFluxTest -- Summary -- 9 API gateway and circuit breakers -- 9.1 Edge servers and Spring Cloud Gateway -- 9.1.1 Bootstrapping an edge server with Spring Cloud Gateway -- 9.1.2 Defining routes and predicates -- 9.1.3 Processing requests and responses through filters -- 9.2 Fault tolerance with Spring Cloud Circuit Breaker and Resilience4J -- 9.2.1 Introducing circuit breakers with Spring Cloud Circuit Breaker -- 9.2.2 Configuring a circuit breaker with Resilience4J -- 9.2.3 Defining fallback REST APIs with Spring WebFlux -- 9.2.4 Combining circuit breakers, retries, and time limiters…”

Tabla de Contenidos: “…_Int_yrbDRWGx -- _Int_mvWxOBgk -- _Int_e1ynDwng -- _Int_E5WPbRvd -- _Int_ik07RnQT -- _Int_uixqLP4p -- _Int_MQCIDSbu -- _Int_vW101Fs3 -- _Int_MECdmoIg -- _Int_il1DBMWc -- _Int_im4ch9Qs -- _Int_KjAnUAkS -- _Int_RQnK0GqL -- _Int_MqK5ubgh -- _Int_pcKZkOxh -- _Int_nVxBbOCf -- _Int_OhycVcV5 -- _Int_MdzmHSAR -- _Int_WMRKuNSs -- _Int_CbYOG8Xf -- _Int_rMoP6Y4c -- _Int_ryKbdLPF -- _Int_q4kK1Ige -- _Int_uNRm8pdn -- _Int_qQYLWHFL -- _Int_g6u1uoJ1 -- OLE_LINK6 -- _Int_plBgvcrr -- _Int_EBC0KAuq -- _Int_UwUd5a5S -- _Int_OURbvCOX -- _Int_SGc11RZW -- _Int_0luoJlVa -- _Int_ytaf4YEa -- _Int_DyeYW99t -- _Int_X7oA6gKG -- _Int_91RIYQKN -- _Int_1sbY7MpC -- _Int_SUH43hNk -- _Int_dk4CsUJz -- _Int_zOmEaDJc -- OLE_LINK14 -- OLE_LINK16 -- OLE_LINK17 -- _Int_iOPc4I79 -- _Int_vObvpBwX -- _Int_Sh0PvUCQ -- _Int_FkbdxX9t -- _Int_xqObit9S -- OLE_LINK19 -- _Hlk149855058 -- _Int_W5E01Lay -- _Int_9YpkIXGW -- _Int_k3fsPxvI -- _Int_D56ZjsqT -- _Int_Q5LrUWR3 -- _Int_bkaDCfSC -- _Int_2yOM05By -- _Int_rNsi5wbp -- _Int_KyRSlOuT -- _Int_P00FIjSH -- _Int_CencMsfh -- _Int_3lslfkJe -- _Int_7oSSbBgT -- OLE_LINK22 -- _Int_0M403O60 -- _Int_GmK1TWt6 -- _Int_6DkODWnF -- _Int_1A9bfKrt -- _Int_SkAVqdcG -- OLE_LINK9 -- _Hlk151532699 -- OLE_LINK10 -- OLE_LINK5 -- OLE_LINK11 -- _Hlk151709071 -- OLE_LINK8 -- _Hlk154054230 -- OLE_LINK12 -- OLE_LINK13 -- OLE_LINK15 -- OLE_LINK17 -- __codelineno-0-1 -- OLE_LINK18 -- _Hlk154408967 -- OLE_LINK1 -- OLE_LINK2 -- OLE_LINK3 -- OLE_LINK4 -- OLE_LINK5 -- OLE_LINK7 -- _Hlk162119449 -- OLE_LINK10 -- OLE_LINK12 -- OLE_LINK11 -- OLE_LINK1 -- OLE_LINK4 -- OLE_LINK7 -- _Hlk162119449 -- OLE_LINK10 -- OLE_LINK12 -- OLE_LINK11 -- _Hlk162122907 -- OLE_LINK9 -- OLE_LINK1 -- OLE_LINK18 -- OLE_LINK19 -- OLE_LINK21 -- OLE_LINK22 -- OLE_LINK23 -- OLE_LINK24 -- OLE_LINK20 -- OLE_LINK29 -- _Hlk167132856 -- OLE_LINK25 -- _Hlk167133000 -- _Hlk167133017 -- OLE_LINK26 -- OLE_LINK27…”

“…Se hace especial énfasis en la implementación de los análisis haciendo uso del software libre R.…”
Enlace del recurso

“…-John R. Koza, former CEO and chairman, Scientific Games Inc. and Consulting Professor, Stanford University ""Dr. …”

“…Learn the techniques and math you need to start making sense of your data About This Book Enhance your knowledge of coding with data science theory for practical insight into data science and analysis More than just a math class, learn how to perform real-world data science tasks with R and Python Create actionable insights and transform raw data into tangible value Who This Book Is For You should be fairly well acquainted with basic algebra and should feel comfortable reading snippets of R/Python as well as pseudo code. …”