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Data analytics : handbook of formulas and techniques / / Adedeji Badiru
| Data analytics : handbook of formulas and techniques / / Adedeji Badiru |
| Autore | Badiru Adedeji Bodunde <1952-> |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Boca Raton : , : CRC Press, , 2020 |
| Descrizione fisica | 1 online resource (273 pages) : illustrations |
| Disciplina | 001.42 |
| Collana | Systems innovation |
| Soggetto topico |
Quantitative research
Information visualization Engineering mathematics - Formulae |
| ISBN |
1-00-308314-5
1-003-08314-5 1-000-29733-0 1-000-29735-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Dedication -- Table of Contents -- Preface -- Acknowledgments -- Author -- Chapter 1 Essentials of Data Analytics -- Introduction to COVID-19 Data Analytics -- Systems View of Data Analytics -- Global Growth of Data Analytics -- Background in Predictive Analytics -- Data Modeling Approaches -- Data Fanaticism -- Data and Measurements for Data Analytics -- What is Measurement? -- Data Measurement Systems -- Fundamental Scientific Equations -- Einstein's Equation -- Einstein's Field Equation -- Heisenberg's Uncertainty Principle -- Schrödinger Equation -- Dirac Equation -- Maxwell's Equations -- Boltzmann's Equation for Entropy -- Planck-Einstein Equation -- Planck's Blackbody Radiation Formula -- Hawking Equation for Black Hole Temperature -- Navier-Stokes Equation for a Fluid -- Lagrangian for Quantum Chromodynamics -- Bardeen-Cooper-Schrieffer Equation for Superconductivity -- Josephson Effect -- Fermat's Last Theorem -- Methods for Data Measurement and Comparison -- Direct Comparison -- Indirect Comparison -- Data Measurement Scales -- Nominal Scale of Measurement -- Ordinal Scale of Measurement -- Interval Scale of Measurement -- Ratio Scale Measurement -- Reference Units of Measurements -- Common Constants -- Numeric Data Representation -- The Language of Data Analytics -- Quick Reference for Mathematical Equations -- Reference -- Chapter 2 Empirical Model Building -- Introduction to the Model Environment -- State-Space Modeling -- Calculus Reference for Data Analytics -- Integration Rules -- Solving Integrals with Variable Substitution -- Riemann Integral -- Integration by Parts -- Compound Functions Where the Inner Function is ax -- Integration by Parts -- Systems Modeling for Data Analytics -- Triple C Questions -- Communication -- Cooperation -- Coordination.
Conflict Resolution in Data Analytics -- References -- Chapter 3 Data Visualization Methods -- Introduction to Data Visualization -- Case Example of "Covidvisualizer" Website -- Dynamism and Volatility of Data -- Data Determination and Collection -- Choosing the Data -- Collecting the Data -- Relevance Check -- Limit Check -- Critical Value -- Coding the Data -- Processing the Data -- Control Total -- Consistency Check -- Scales of Measurement -- Using the Information -- Data Exploitation -- Raw Data -- Total Revenue -- Average Revenue -- Median Revenue -- Quartiles and Percentiles -- The Mode -- Range of Revenue -- Average Deviation -- Sample Variance -- Standard Deviation -- Chapter 4 Basic Mathematical Calculations for Data Analytics -- Introduction to Calculation for Data Analytics -- Quadratic Equation -- Overall Mean -- Chebyshev's Theorem -- Permutations -- Combinations -- Failure -- Probability Distribution -- Probability -- Distribution Function -- Expected Value -- Variance -- Binomial Distribution -- Poisson Distribution -- Mean of a Binomial Distribution -- Variance -- Normal Distribution -- Cumulative Distribution Function -- Population Mean -- Standard Error of the Mean -- t-Distribution -- Chi-Squared Distribution -- Definition of Set and Notation -- Set Terms and Symbols -- Venn Diagrams -- Operations on Sets -- De Morgan's Laws -- Probability Terminology -- Basic Probability Principles -- Random Variable -- Mean Value xˆ or Expected Value -- Series Expansions -- Mathematical Signs and Symbols -- Greek Alphabet -- Algebra -- Laws of Algebraic Operations -- Special Products and Factors -- Powers and Roots -- Proportion -- Arithmetic Mean of n Quantities A -- Geometric Mean of n Quantities G -- Harmonic Mean of n Quantities H -- Generalized Mean -- Solution of Quadratic Equations -- Solution of Cubic Equations. Trigonometric Solution of the Cubic Equation -- Solution of Quadratic Equations -- Partial Fractions -- Non-repeated Linear Factors -- Repeated Linear Factors -- General Terms -- Repeated Linear Factors -- Factors of Higher Degree -- Geometry -- Triangles -- Right Triangle -- Equilateral Triangle -- General Triangle -- Menelaus's Theorem -- Ceva's Theorem -- Quadrilaterals -- Rectangle -- Parallelogram -- Rhombus -- Trapezoid -- General Quadrilateral -- Regular Polygon of n Sides Each of Length b -- Regular Polygon of n Sides Inscribed in a Circle of Radius r -- Regular Polygon of n Sides Circumscribing a Circle of Radius r -- Cyclic Quadrilateral -- Prolemy's Theorem -- Cyclic-Inscriptable Quadrilateral -- Planar Areas by Approximation -- Trapezoidal Rule -- Durand's Rule -- Simpson's Rule (n even) -- Weddle's Rule (n = 6) -- Solids Bounded by Planes -- Cube -- Rectangular Parallelepiped (or Box) -- Prism -- Pyramid -- Prismatoid -- Regular Polyhedra -- Sphere of Radius r -- Right Circular Cylinder of Radius r and Height h -- Circular Cylinder of Radius r and Slant Height l -- Cylinder of Cross-Sectional Area A and Slant Height l -- Right Circular Cone of Radius r and Height h -- Spherical Cap of Radius rand Height h -- Frustum of Right Circular Cone of Radii a, b and Height h -- Zone and Segment of Two Bases -- Lune -- Spherical Sector -- Spherical Triangle and Polygon -- Spheroids -- Ellipsoid -- Oblate Spheroid -- Prolate Spheroid -- Circular Torus -- Formulas from Plane Analytic Geometry -- Distance d between Two Points -- Slope m of Line Joining Two Points -- Equation of Line Joining Two Points -- Equation of Line in Terms of x Intercept a ≠ 0 and y intercept b ≠ 0 -- Normal Form for Equation of Line -- General Equation of Line -- Distance from Point (x[sub(1)], y[sub(1)]) to Line Ax + By + C = 0. Angle ψ between Two Lines Having Slopes m[sub(1)] and m[sub(2)] -- Area of Triangle with Verticles -- Transformation of Coordinates Involving Pure Translation -- Transformation of Coordinates Involving Pure Rotation -- Transformation of Coordinates Involving Translation and Rotation -- Polar Coordinates (r,θ) -- Plane Curves -- Catenary, Hyperbolic Cosine -- Cardioid -- Circle -- Cassinian Curves -- Cotangent Curve -- Cubical Parabola -- Cosecant Curve -- Cosine Curve -- Ellipse -- Gamma Function -- Hyperbolic Functions -- Inverse Cosine Curve -- Inverse Sine Curve -- Inverse Tangent Curve -- Logarithmic Curve -- Parabola -- Cubical Parabola -- Tangent Curve -- Ellipsoid -- Elliptic Cone -- Elliptic Cylinder -- Hyperboloid of One Sheet -- Elliptic Paraboloid -- Hyperboloid of Two Sheets -- Hyperbolic Paraboloid -- Sphere -- Distance d between Two Points -- Equations of Line Joining P[sub(1)](x[sub(1)], y[sub(1)], z[sub(1)]) and P[sub(2)](x[sub(2)], y[sub(2)], z[sub(2)]) in Standard Form -- Equations of Line Joining P[sub(1)](x[sub(1)], y[sub(1)],z[sub(1)]) and P[sub(2)](x[sub(2)], y[sub(2)], z[sub(2)]) in Parametric Form -- Angle between Two Lines with Direction Cosines -- General Equation of a Plane -- Equation of Plane Passing through Points -- Equation of Plane in Intercept Form -- Equations of Line through (x[sub(0)], y[sub(0)], z[sub(0)]) and Perpendicular to Plane -- Distance from Point (x, y, z) to Plane Ax + By + D= 0 -- Normal form for Equation of Plane -- Transformation of Coordinates Involving Pure Translation -- Transformation of Coordinates Involving Pure Rotation -- Transformation of Coordinates Involving Translation and Rotation -- Cylindrical Coordinates (r, θ, z) -- Spherical Coordinates (r, θ, φ) -- Logarithmic Identities -- Special Values -- Logarithms to General Base -- Series Expansions -- Limiting Values -- Inequalities. Continued Fractions -- Polynomial Approximations -- Fundamental Properties -- Definition of General Powers -- Logarithmic and Exponential Functions -- Polynomial Approximations -- Slopes -- Trigonometric Ratios -- Sine Law -- Cosine Law -- Algebra -- Expanding -- Factoring -- Roots of Quadratic -- Law of Exponents -- Logarithms -- Chapter 5 Statistical Methods for Data Analytics -- Introduction -- Discrete Distributions -- Bernoulli Distribution -- Beta Binomial Distribution -- Beta Pascal Distribution -- Binomial Distribution -- Discrete Weibull Distribution -- Geometric Distribution -- Hypergeometric Distribution -- Negative Binomial Distribution -- Poisson Distribution -- Rectangular (Discrete Uniform) Distribution -- Continuous Distributions -- Arcsin Distribution -- Beta Distribution -- Cauchy Distribution -- Chi Distribution -- Chi-Square Distribution -- Erlang Distribution -- Exponential Distribution -- Extreme-Value Distribution -- F Distribution -- Gamma Distribution -- Half-Normal Distribution -- Laplace (Double Exponential) Distribution -- Logistic Distribution -- Lognormal Distribution -- Noncentral Chi-Square Distribution -- Noncentral F Distribution -- Noncentral t Distribution -- Normal Distribution -- Pareto Distribution -- Rayleigh Distribution -- t Distribution -- Triangular Distribution -- Uniform Distribution -- Weibull Distribution -- Distribution Parameters -- Average -- Variance -- Standard Deviation -- Standard Error -- Skewness -- Standardized Skewness -- Kurtosis -- Standardized Kurtosis -- Weighted Average -- Estimation and Testing -- 100(1 − α)% Confidence Interval for Mean -- 100(1 − α)% Confidence Interval for Variance -- 100(1 − α)% Confidence Interval for Difference in Means -- Equal Variance -- Unequal Variance -- 100(1 − α)% Confidence Interval for ratio of variances -- Normal Probability Plot. Comparison of Poisson Rates. |
| Record Nr. | UNINA-9910860821303321 |
Badiru Adedeji Bodunde <1952->
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| Boca Raton : , : CRC Press, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Handbook of industrial engineering equations, formulas, and calculations / / Adedeji B. Badiru, Olufemi A. Omitaomu
| Handbook of industrial engineering equations, formulas, and calculations / / Adedeji B. Badiru, Olufemi A. Omitaomu |
| Autore | Badiru Adedeji Bodunde <1952-> |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Boca Raton, FL, : CRC Press, 2010 |
| Descrizione fisica | 1 online resource (458 p.) |
| Disciplina |
620.001/51
670.151 |
| Altri autori (Persone) | OmitaomuOlufemi Abayomi |
| Collana | Industrial innovation series |
| Soggetto topico |
Engineering mathematics
Industrial engineering - Mathematics |
| ISBN |
0-429-13994-2
1-62870-560-4 1-4200-7629-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front cover; Contents; Preface; Authors; Chapter 1. Computational Foundations of Industrial Engineering; Chapter 2. Basic Mathematical Calculations; Chapter 3. Statistical Distributions, Methods, and Applications; Chapter 4. Computations with Descriptive Statistics; Chapter 5. Computations for Economic Analysis; Chapter 6. Industrial Production Calculations; Chapter 7. Forecasting Calculations; Chapter 8. Six Sigma and Lean; Chapter 9. Risk Computations; Chapter 10. Computations for Project Analysis; Chapter 11. Product Shape and Geometrical Calculations
Chapter 12. General Engineering CalculationsAppendix A: Mathematical Patterns, Series, and Formulae; Appendix B: Measurement Units, Notation, and Constants; Appendix C: Conversion Factors; Appendix D: Interest Factors and Tables; Appendix E: Greek Symbols and Roman Numerials; Bibliography; Index; Back cover |
| Record Nr. | UNINA-9910822410303321 |
|
Badiru Adedeji Bodunde <1952->
|
||
| Boca Raton, FL, : CRC Press, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Industrial control systems : mathematical and statistical models and techniques / / Adedeji B. Badiru, Oye Ibidapo-Obe, Babatunde J. Ayeni
| Industrial control systems : mathematical and statistical models and techniques / / Adedeji B. Badiru, Oye Ibidapo-Obe, Babatunde J. Ayeni |
| Autore | Badiru Adedeji Bodunde <1952-> |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Boca Raton, : CRC Press, c2012 |
| Descrizione fisica | 1 online resource (374 p.) |
| Disciplina | 658.5072/7 |
| Altri autori (Persone) |
AyeniBabatunde J
Ibidapo-ObeOye |
| Collana | Industrial innovation |
| Soggetto topico |
Process control - Mathematical models
Process control - Statistical methods |
| ISBN |
9786613349828
9781040067093 1040067093 9780429139871 042913987X 9781283349826 1283349825 9781420075595 1420075594 |
| Classificazione | TEC016000TEC009000TEC007000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Contents; Preface; Acknowledgments; Authors; Chapter 1: Mathematical modeling for product design; Chapter 2: Dynamic fuzzy systems modeling; Chapter 3: Stochastic systems modeling; Chapter 4: Systems optimization techniques; Chapter 5: Statistical control techniques; Chapter 6: Design of experiment techniques; Chapter 7: Risk analysis and estimation techniques; Chapter 8: Mathematical modeling and control of multi- constrained projects; Chapter 9: Online support vector regression with varying parameters for time-dependent data; Appendix: Mathematical and engineering formulae
Back Cover |
| Record Nr. | UNINA-9910828588503321 |
|
Badiru Adedeji Bodunde <1952->
|
||
| Boca Raton, : CRC Press, c2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Project management for the oil and gas industry : a world system approach / / Adedeji B. Badiru, Samuel O. Osisanya
| Project management for the oil and gas industry : a world system approach / / Adedeji B. Badiru, Samuel O. Osisanya |
| Autore | Badiru Adedeji Bodunde <1952-> |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Boca Raton, : CRC Press, 2013 |
| Descrizione fisica | 1 online resource (761 p.) |
| Disciplina | 622.338068 |
| Altri autori (Persone) | OsisanyaSamuel Olusola <1951-> |
| Collana | Industrial innovation series |
| Soggetto topico |
Project management
Oil industries - Management Gas industry - Management |
| ISBN |
1-04-006707-7
0-429-13984-5 1-4200-9426-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Contents; Preface; Authors; Chapter 1 - World Systems Framework for Oil and Gas Industry; Chapter 2 - Characteristics of Oil and Gas Projects; Chapter 3 - Project Management Body of Knowledge; Chapter 4 - Oil and Gas Project Communication; Chapter 5 - Critical Path Method for Oil and Gas Projects; Chapter 6 - The Drag Efficient: The Missing Quantification of Time on the Critical Path; Chapter 7 - Decision Tools for Project Management in the Oil and Gas Industry
Chapter 8 - Project Schedule Forecast and Control: Reliable Schedule Forecasting in Federal Design-Build Facility ProcurementChapter 9 - Multiattribute Drilling System Selection; Chapter 10 - Managing Construction Projects in Oil and Gas; Chapter 11 - Engineering Economics for Oil and Gas; Chapter 12 - Project Risk Analysis; Appendix A; Appendix B: Useful Units and Conversion Factors; Back Cover |
| Record Nr. | UNINA-9910811801803321 |
|
Badiru Adedeji Bodunde <1952->
|
||
| Boca Raton, : CRC Press, 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||