Tabla de Contenidos: “…StatsmodelsScikit-learn; Summary; Chapter 2: Approaching Simple Linear Regression; Defining a regression problem; Linear models and supervised learning; Reflecting on predictive variables; Reflecting on response variables; The family of linear models; Preparing to discover simple linear regression; Starting from the basics; A measure of linear relationship; Extending to linear regression; Regressing with StatsModels; The coefficient of determination; Meaning and significance of coefficients; Evaluating the fitted values; Correlation is not causation; Predicting with a regression model…”

Tabla de Contenidos: “…II : Ordinary equations, not linear…”

Tabla de Contenidos: “…Cover -- Contents -- Preface -- About the Author -- Chapter 1: Formation of a Differential Equation -- 1.1 Introduction -- 1.1.1 Differential Equation -- 1.2 Differential equations -- 1.2.1 Formation of a Differential Equation -- 1.2.2 Solution of a Differential Equation -- Exercise 1.1 -- Chapter 2: Differential Equations of First Order and First Degree -- 2.1 First order and first degree differential equations -- 2.1.1 Variable Separable Equation -- Exercise 2.1 -- 2.1.2 Homogeneous Equations -- Exercise 2.2 -- 2.1.3 Non-homogeneous Equations -- Exercise 2.3 -- 2.1.4 Exact Equations -- Exercise 2.4 -- 2.1.5 Inexact Equation-Reducible to Exact Equation by Integrating Factors -- Exercise 2.5 -- Exercise 2.6 -- 2.1.6 Linear Equations -- Exercise 2.7 -- 2.1.7 Bernoulli's Equation -- Exercise 2.8 -- 2.2 Applications of ordinary differential equations -- Exercise 2.9 -- 2.2.1 Geometrical Applications -- Exercise 2.10 -- Chapter 3: Linear Differential Equations with Constant Coefficients -- 3.1 Introduction -- 3.1.1 Linear Differential Equations of the Second Order -- 3.1.2 Homogeneous Equations-Superposition or Linearity Principle -- 3.1.3 Fundamental Theorem for the Homogeneous Equation -- 3.1.4 Initial Value Problem (IVP) -- 3.1.5 Linear Dependence and Linear Independence of Solutions -- 3.1.6 General Solution, Basis and Particular Solution -- 3.1.7 Second Order Linear Homogeneous Equations with Constant Coefficients -- Exercise 3.1 -- 3.1.8 Higher Order Linear Equations -- 3.1.9 Linearly Independent (L.I.) …”

Tabla de Contenidos: “…1 Basic data analysis -- R programming conventions -- Generation of random numbers and patterns -- Random numbers -- Patterns -- Case study: distribution diagnostics -- Distribution functions -- Histograms -- Barcharts -- Statistics of distribution functions; Kolmogorov-Smirnov tests -- Monte Carlo confidence bands -- Statistics of histograms and related plots; X2-tests -- Moments and quantiles -- R complements -- Random numbers -- Graphical comparisons -- Functions -- Enhancing graphical displays -- R internals -- parse -- eval -- print -- Executing files -- Packages -- Statistical summary -- Literature and additional references -- 2 Regression -- General regression model -- Linear model -- Factors -- Least squares estimation -- Regression diagnostics -- More examples for linear models -- Model formulae -- Gauss-Markov estimator and residuals -- Variance decomposition and analysis of variance -- Simultaneous inference -- Scheff́e's confidence bands -- Tukey's confidence intervals -- Case study: titre plates -- Beyond linear regression -- Transformations -- Generalised linear models -- Local regression -- R complements -- Discretisation -- External data -- Testing software -- R data types -- Classes and polymorphic functions -- Extractor functions -- Statistical summary -- Literature and additional references --…”

Tabla de Contenidos: “…-- How to Read This Book -- General Linear Models -- Building General Linear Models: Concepts -- Example: Predicting Network Activity…”

“…2 giugno 2018 Share Tweet +1 Ho incontrato il pastore Martin Robra il 27 maggio del 2017 presso Villars-sur-Glâne, a pochi chilometri da Ginevra. Nel 1994 ha iniziato a lavorare presso il Consiglio ecumenico delle Chiese (CEC) e nel 2006 è diventato co-segretario del gruppo misto di lavoro tra il Consiglio e la Chiesa cattolica istituito nel 1965. …”