Tabla de Contenidos: “…3.2.1 Example: ANOVA for the One-Way Layout -- 3.2.2 Comparing Two Nested Normal Linear Models -- 3.2.3 Likelihood-Ratio Test Comparing Models -- 3.2.4 Example: Test That All Effects in a Normal Linear Model Equal Zero -- 3.2.5 Non-null Behavior of Statistic Comparing Nested Models -- 3.2.6 Expected Mean Squares and Power for One-Way ANOVA -- 3.2.7 Testing a General Linear Hypothesis -- 3.2.8 Example: Testing That a Single Model Parameter Equals Zero -- 3.2.9 Testing Terms in an Unbalanced Factorial ANOVA -- 3.3 Confidence Intervals and Prediction Intervals for Normal Linear Models -- 3.3.1 Confidence Interval for a Parameter of a Normal Linear Model -- 3.3.2 Confidence Interval for E(y) = x0 -- 3.3.3 Prediction Interval for a Future y -- 3.3.4 Example: Confidence Interval and Prediction Interval for Simple Linear Regression -- 3.3.5 Interpretation and Limitations of Prediction Intervals -- 3.4 Example: Normal Linear Model Inference -- 3.4.1 Inference for Modeling House Selling Prices -- 3.4.2 Model Checking -- 3.4.3 Conditional versus Marginal Effects: Simpson's Paradox -- 3.4.4 Partial Correlation -- 3.4.5 Testing Contrasts as a General Linear Hypothesis -- 3.4.6 Selecting or Building a Model -- 3.5 Multiple Comparisons: Bonferroni, Tukey, and FDR Methods -- 3.5.1 Bonferroni Method for Multiple Inferences -- 3.5.2 Tukey Method of Multiple Comparisons -- 3.5.3 Controlling the False Discovery Rate -- Chapter Notes -- Exercises -- 4 Generalized Linear Models: Model Fitting and Inference -- 4.1 Exponential Dispersion Family Distributions for a Glm -- 4.1.1 Exponential Dispersion Family for a Random Component -- 4.1.2 Poisson, Binomial, and Normal in Exponential Dispersion Family -- 4.1.3 The Canonical Link Function of a Generalized Linear Model -- 4.2 Likelihood and Asymptotic Distributions for GLMS -- 4.2.1 Likelihood Equations for a GLM…”

Tabla de Contenidos: “…Recursion -- 15.1 Introduction -- 15.2 Case Study: Computing Factorials -- 15.3 Case Study: Computing Fibonacci Numbers -- 15.4 Problem Solving Using Recursion -- 15.5 Recursive Helper Functions -- 15.6 Case Study: Finding the Directory Size -- 15.7 Case Study: Tower of Hanoi -- 15.8 Case Study: Fractals -- 15.9 Case Study: Eight Queens -- 15.10 Recursion vs. …”

Tabla de Contenidos: “…12.2.1 Liftboat Fractional Factorial Design of Experiments…”

Tabla de Contenidos: “…4.2.1 Challenges for Smart Manufacturing Industries -- 4.2.2 Smart Manufacturing Current Market Scenario -- 4.3 Data Drives in Smart Manufacturing -- 4.3.1 Benefits of Data-Driven Manufacturing -- 4.4 Manufacturing of Product Through 3D Printing Process -- 4.4.1 3D Printing Technology -- 4.4.2 3D Printing Technologies Classification -- 4.4.3 3D Printer Parameters -- 4.4.4 Significance of Honeycomb Structure -- 4.4.5 Acrylonitrile Butadiene Styrene (ABS) Thermoplastic Polymer Used for Honeycomb Structures Model -- 4.4.6 3D Printing Parameters and Their Descriptions -- 4.5 Conclusion -- References -- Chapter 5 Smart Inventory Control: Proposed Framework on Basis of IoT, RFID, and Supply Chain Management -- 5.1 Introduction -- 5.2 Objectives -- 5.3 Research Methodology -- 5.4 Literature Review -- 5.5 Components of SIM -- 5.5.1 Supply Chain Management (SCM) -- 5.5.2 Inventory Management System (IMS) -- 5.5.3 Internet of Things (IoT) -- 5.5.4 RFID System -- 5.5.5 Maintenance, Repair, and Operations -- 5.5.6 Deep Reinforcement Learning -- 5.6 Framework -- 5.7 Optimization -- 5.7.1 Inventory Optimization -- 5.8 Results and Discussion -- 5.9 A Mirror to Researchers and Managers -- 5.10 Conclusions -- 5.11 Future Scope -- References -- Chapter 6 Application of Machine Learning in the Machining Processes: Future Perspective Towards Industry 4.0 -- 6.1 Introduction -- 6.2 Machine Learning -- 6.3 Smart Factory -- 6.4 Intelligent Machining -- 6.5 Machine Learning Processes Used in Machining Process -- 6.6 Performance Improvement of Machine Structure Using Machine Learning -- 6.7 Conclusions -- References -- Chapter 7 Intelligent Machine Learning and Deep Learning Techniques for Bearings Fault Detection and Decision-Making Strategies -- Abbreviations -- 7.1 Introduction -- 7.2 Literature Review -- 7.3 Methodology -- 7.3.1 Dataset Preparation -- 7.3.2 CWRU Dataset…”

Tabla de Contenidos: “…-- 6.9.1 Senior Management's Role -- 6.9.2 Manager's Role -- 6.9.3 HR's Role -- 6.10 Critical Success Factors for an Induction Programme -- 6.10.1 What All to Avoid in an Induction Programme -- 6.11 Trends in Induction -- 6.11.1 Use of Technology in the Induction Process -- 6.11.2 Use of the Corporate Induction Video -- 6.11.3 Buddy System -- 6.11.4 Developing a Separate Corporate Induction Programme -- 6.11.5 Fun: An Integral Part of Induction -- 6.12 Measuring Effectiveness of the Induction Programme -- Application Case -- In a Nutshell -- Drill Down -- Field Guide -- Review Questions -- Exercises -- References -- Web sites -- Chapter 7: Employee Relations and Employment Law -- Chapter Objectives -- 7.1 Introduction to Employee Relations -- 7.1.1 Industrial and Employee Relations -- 7.1.2 IR to Employee Relations -- 7.2 Origin and Growth of Labour Relations -- 7.2.1 Objectives of Labour Relations -- 7.3 Labour Laws -- 7.3.1 Industrial Disputes Act, 1947 -- 7.3.2 The Apprentice Act, 1961 -- 7.3.3 The Employment Exchanges (Compulsory Notification of Vacancies) Act, 1959 -- 7.3.4 The Minimum Wages Act, 1948 -- 7.3.5 The Payment of Wages Act, 1936 -- 7.3.6 The Payment of Bonus Act, 1965 -- 7.3.7 The Factories Act, 1948 -- 7.3.8 The Employee's Provident Fund Act, 1952 -- 7.3.9 The Employees' State Insurance Act, 1948 -- 7.3.10 The Payment of Gratuity Act, 1972 -- 7.3.11 The Workmen's Compensation Act, 1923 -- 7.3.12 The Maternity Benefit Act, 1961.…”

Tabla de Contenidos: “…Cover -- Preface -- Acknowledgements -- Brief Contents -- Contents -- Introduction -- Frequency Spectrum of Electromagnetic Waves -- Chapter 1: Mathematical Preliminaries -- 1.1 Fundamentals of Scalars and Vectors -- 1.2 Coordinate Systems -- 1.2.1 Cartesian Coordinate System -- 1.2.2 Cylindrical Coordinate System -- 1.2.3 Spherical Coordinate System -- 1.3 Del Operator -- 1.4 Gradiant of a Scalar V -- 1.5 Divergence of a Vector A -- 1.6 Curl of a Vector A -- 1.6.1 Vector Identities -- 1.7 Laplacian Operator -- 1.8 Dirac Delta -- 1.9 Decibel and Neper Concepts -- 1.10 Complex Numbers -- 1.10.1 Properties of Complex Numbers -- 1.11 Logarithmic Series and Identities -- 1.12 Quadratic Equations -- 1.13 Cubic Equations -- 1.14 Determinants -- 1.14.1 The Minor of Determinant -- 1.14.2 Properties of Determinants -- 1.15 Matrices -- 1.15.1 Applications of Matrices -- 1.15.2 Types of Matrices -- 1.15.3 Properties of Matrices -- 1.16 Factorial -- 1.17 Permulations -- 1.18 Combinations -- 1.19 Basic Series -- 1.20 Exponential Series -- 1.21 Sine and Cosine Series -- 1.22 Sinh and Cosh Series -- 1.23 Hyperbolic Functions -- 1.24 Sine, Cosine, Tan and Cot Functions -- 1.25 Some Special Functions -- 1.25.1 Gamma Function -- 1.25.2 Beta Function -- 1.25.3 Error Function -- 1.25.4 Bessel Function -- 1.25.5 Fresnel Integral -- 1.25.6 Sine Integral -- 1.25.7 Cosine Integral -- 1.25.8 Exponential Integral -- 1.25.9 Logarithmic Integral -- 1.26 Partial Derivative -- 1.27 Some Differentiation Formulae -- 1.28 Some Useful Integration Formulae -- 1.29 Radian and Steradian -- 1.30 Integral Theorems -- 1.30.1 Stokes' Theorem -- 1.30.2 Divergence Theorem -- Points to Remember -- Solved Problems -- Objective Questions -- Exercise Problem -- Chapter 2: Maxwell's Equations and Electromagnetic Waves -- 2.1 Introduction…”

Tabla de Contenidos: “…5.1 Introduction to Numerical Methods -- 5.2 Errors and their Computation -- 5.2.1 Exact and Approximate Numbers -- 5.2.2 Significant Digits -- 5.2.3 Loss of Significant Digits -- 5.2.4 Rounding off -- 5.2.5 Rules for Rounding off -- 5.2.6 Absolute, Relative and Percentage Errors -- 5.3 Formulas for Errors -- 5.3.1 Relative Error -- 5.3.2 Error Bound for ã -- 5.3.3 Error Propagation -- 5.3.4 Error in Rounding -- 5.3.5 Programming Errors -- 5.3.6 Errors of Numerical Results -- 5.4 Mathematical Pre-requisites -- 5.5 Solution of Algebraic and Transcendental Equations -- 5.5.1 Introduction -- 5.5.2 Zero or Root of a Function -- 5.6 Direct Methods of Solution -- 5.6.1 Descartes' 4 Rule of Signs -- 5.7 Numerical Methods of Solution of Equations of the Form f (x) = 0 -- 5.7.1 Fixed Point Iteration (Successive Approximation) Method -- 5.7.2 Bolzano's5 (Bisection or Interval-Halving) Method -- 5.7.3 Newton-Raphson6 Method -- 5.7.4 Secants Method (or Chords Method) -- 5.7.5 Method of False Position (Regula Falsi) -- Exercise 5.1 -- Chapter 6: Interpolation -- 6.1 Introduction -- 6.1.1 Formula for Errors in Polynomial Interpolation -- 6.2 Interpolation with Equal Intervals -- 6.2.1 Finite Differences -- 6.2.2 Forward (Advancing) Difference Operator D -- 6.2.3 Properties Satisfi ed by D -- 6.2.4 Backward Difference Operator ∇ -- 6.3 Symbolic Relations and Separation of Symbols -- 6.3.1 Factorial Function -- 6.3.2 The Enlargement or Displacement or Shift Operator E -- 6.3.3 The Relations Between D, -, E and 1 -- Exercise 6.1 -- 6.4 Interpolation -- 6.4.1 The Differential Operator D: Relation Between D, -, E and D -- 6.5 Interpolation Formulas for Equal Intervals -- 6.5.1 Newton1-Gregory2 Forward Interpolation Formula -- 6.5.2 Newton-Gregory Backward Interpolation Formula -- Exercise 6.2 -- 6.6 Interpolation with Unequal Intervals -- 6.6.1 Divided Differences…”

Tabla de Contenidos: “…Case 5.2: Opportunity-Earthmoving Industry -- Chapter 6: Legal Aspects of Business -- Learning Objectives -- 6.1 Introduction -- 6.2 Formation of a Business Entity -- 6.2.1 Ownership -- 6.2.2 Cost of Incorporation -- 6.2.3 Minimum Number of Promoters -- 6.2.4 Limit of Liability -- 6.2.5 Record Keeping and Statutory Requirements -- 6.2.6 Continuity of a Business -- 6.2.7 Capital Requirements -- 6.2.8 Management Control -- 6.3 Taxation Matters for Different Forms of Ventures -- 6.4 Meaning of Holding Company -- 6.5 Deemed Public Limited Company -- 6.6 Requirements for Incorporation of a Private/Public Limited Company -- 6.7 Board of Directors-Roles and Responsibilities -- 6.7.1 Role of the BOD -- 6.7.2 Responsibilities of the Directors -- 6.8 Procedure for Setting up a Business in India -- 6.9 Legal Acts Governing Businesses in India -- 6.9.1 Factories Act -- 6.9.2 Contract Labour (R&A) Act -- 6.9.3 Payment of Wages Act -- 6.9.4 Minimum Wages Act -- 6.9.5 Payment of Bonus Act -- 6.9.6 Employment Exchanges Act -- 6.9.7 Provident Fund Act -- 6.9.8 Profession Tax Act -- 6.9.9 Workmen's Compensation Act -- 6.9.10 Maternity Benefit Act -- 6.9.11 Industrial Employment (Standing Orders) Act -- 6.9.12 Payment of Gratuity Act -- 6.9.13 Bombay Shops and Establishments Act -- 6.9.14 Industrial Disputes Act -- 6.9.15 Employees' State Insurance Act -- 6.10 Winding up a Registered Company -- 6.10.1 Voluntary Winding Up of a Registered Company -- 6.10.2 Creditors' Voluntary Winding-up -- 6.11 Need for and Selection of a Lawyer -- Key Concepts -- Endnotes -- References -- Conceptual Questions -- Critical Thinking Questions -- Case 6.1: Google -- Chapter 7: Entrepreneurship and Intellectual Property Rights -- Learning Objectives -- 7.1 Introduction -- 7.2 University Research Leading to Entrepreneurship -- 7.3 IPRs and their Importance…”

“…This book covers a wide variety of designs including design evaluation, screening, response surface, full factorial, discrete choice, space-filling, non-linear, Taguchi, augmented, mixture designs, and more…”

“…These processes improve with digital monitoring, visual data analytics, AI, and computer vision to achieve a more productive and reliable smart factory. New value chains are also emerging from these technological changes. …”

“…You will: Implement algorithms in C Work with variables, constants, and primitive and structured types Use arrays, stacks, queues, graphs, trees, hash tables, records, and files Explore the design of algorithms Solve searching problems, including binary search, sorting, and bubble/selection sort Program recursive algorithms with factorial functions and Fibonacci sequences…”

“…Large-scale study of populations may contribute significantly to science’s understanding of the complex multi-factorial basis of disease and to improvements in prevention, detection, diagnosis, treatment and cure. …”

“…The torrent of data from devices, data centers, and factories poses unique challenges to data scientists and engineers. …”

“…However, the majority of power engineers work in urban factories, buildings, or industries where power comes from utility companies or is self-generated. …”

“…Far from Moscow, Western Siberia was a key area for evacuated factories and for production in support of the war effort. …”

“…Programas informático: SPSS y R; Introducción a la selección de muestras en el ámbito educativo; Técnicas descriptivas multivariantes: análisis factorial exploratorio y análisis de cluster o conglomerados; Técnicas explicativas multivariantes: análisis discriminante, análisis de regresión y análisis de segmentación; Técnicas relacionadas con la medida, validación de instrumento de medida, teoría de respuesta al ítem. …”
Enlace del recurso

“…Finally, the Industrial Bioproducts section deals with the development of new yeast platforms as cell factories for biochemical production…”

“…The JMP 13 Design of Experiments Guide covers classic DOE designs (for example, full factorial, response surface, and mixture designs). …”

“…The JMP 13 Design of Experiments Guide covers classic DOE designs (for example, full factorial, response surface, and mixture designs). …”