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Record Nr. |
UNISA996217426303316 |
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Autore |
Johnson James L (James Lee), <1942-> |
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Titolo |
Probability and statistics for computer science [[electronic resource] /] / James L. Johnson |
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Pubbl/distr/stampa |
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Hoboken, NJ, : Wiley Interscience, c2008 |
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ISBN |
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9786613274021 |
1-283-27402-7 |
1-118-16596-9 |
1-118-16583-7 |
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Descrizione fisica |
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1 online resource (764 p.) |
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Disciplina |
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Soggetti |
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Computer science - Mathematics |
Probabilities |
Mathematical statistics - Data processing |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references (p. 733-738) and index. |
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Nota di contenuto |
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Probability and Statistics for Computer Science; Contents; Preface; 1 Combinatorics and Probability; 1.1 Combinatorics; 1.1.1 Sampling without replacement; 1.1.2 Sampling with replacement; 1.2 Summations; 1.3 Probability spaces and random variables; 1.4 Conditional probability; 1.5 Joint distributions; 1.6 Summary; 2 Discrete Distributions; 2.1 The Bernoulli and binomial distributions; 2.2 Power series; 2.3 Geometric and negative binomial forms; 2.4 The Poisson distribution; 2.5 The hypergeometric distribution; 2.6 Summary; 3 Simulation; 3.1 Random number generation |
3.2 Inverse transforms and rejection filters3.3 Client-server systems; 3.4 Markov chains; 3.4.1 Irreducible aperiodic Markov chains; 3.4.2 Convergence properties; 4 Discrete Decision Theory; 4.1 Decision methods without samples; 4.2 Statistics and their properties; 4.3 Sufficient statistics; 4.4 Hypothesis testing; 4.4.1 Simple hypothesis versus simple alternative; 4.4.2 Composite hypotheses; 4.5 Summary; 5 Real Line-Probability; 5.1 One-dimensional real distributions; 5.2 Joint random variables; 5.3 Differentiable distributions; 5.4 Summary; 6 |
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Continuous Distributions |
6.1 The normal distribution6.1.1 The univariate and bivariate normal distributions; 6.1.2 The multivariate normal distribution; 6.2 Limit theorems; 6.2.1 Convergence concepts; 6.2.2 An inversion formula; 6.3 Gamma and beta distributions; 6.4 The χ2 and related distributions; 6.5 Computer simulations; 6.6 Summary; 7 Parameter Estimation; 7.1 Bias, consistency, and efficiency; 7.2 Normal inference; 7.3 Sums of squares; 7.4 Analysis of variance; 7.5 Linear regression; 7.6 Summary; A Analytical Tools; A.1 Sets and functions; A.2 Limits; A.3 Structure of the real numbers |
A.4 Riemann-Stieltjes integralsA.5 Permutations and determinants; B Statistical Tables; Bibliography; Index |
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Sommario/riassunto |
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Comprehensive and thorough development of both probability and statistics for serious computer scientists; goal-oriented: ""to present the mathematical analysis underlying probability results""Special emphases on simulation and discrete decision theoryMathematically-rich, but self-contained text, at a gentle paceReview of calculus and linear algebra in an appendixMathematical interludes (in each chapter) which examine mathematical techniques in the context of probabilistic or statistical importanceNumerous section exercises, summaries, historical notes, and Further Readings |
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2. |
Record Nr. |
UNINA9910996485003321 |
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Autore |
Hess Peter |
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Titolo |
Bonding, Structure, and Performance of Two-Dimensional Materials : An Introduction Based on the Periodic Table / / by Peter Hess |
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Pubbl/distr/stampa |
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Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
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ISBN |
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Edizione |
[1st ed. 2025.] |
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Descrizione fisica |
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1 online resource (XXIII, 676 p. 219 illus., 209 illus. in color.) |
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Collana |
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NanoScience and Technology, , 2197-7127 |
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Disciplina |
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Soggetti |
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Condensed matter |
Chemical structure |
Nanotechnology |
Surfaces (Technology) |
Thin films |
Atomic structure |
Molecular structure |
Two-dimensional Materials |
Structure And Bonding |
Surfaces, Interfaces and Thin Film |
Atomic and Molecular Structure and Properties |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Introduction -- Elemental Group-IIA Monolayers -- Elemental Group-IIIA Monolayers -- Groups IIA‒IVA, IIIA‒IVA -- Elemental Group-IVA Monolayers -- Binary Heteroelemental Group IVA-IVA Monolayers -- Group IIIA-VA Monolayers -- Group-VA Monolayers -- Binary Group VA-VA Monolayers -- Group IVA-VA Monolayers -- Group VIA Monolayers -- Binary Group IIIA-VIA Monolayers -- Group IVA-VIA Monolayers -- Group IVB Transition-Metal Dichalcogenide Monolayers -- Group VB-VIA Monolayers -- Group VIB Transition-Metal Dioxide and Dichalcogenide Monolayers -- Group XB Transition-Metal Dioxide and XB Dichalcogenide Monolayers -- Summary and Outlook. |
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Sommario/riassunto |
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This book presents a wealth of results obtained by first-principles calculations, molecular dynamics simulations, and tight-binding modeling on two-dimensional covalent bonding and the resulting formation of 2D materials. It focuses on the bonding–structure relationships derived from the periodicity of the electron configuration and atomic size, paying particular attention to the overall stability of various elemental and composite networks. In addition to accurate first-principles calculations, the book uses a linear combination of atomic orbitals and the hybridization concept to gain deep insight into the rules governing the world of 2D chemistry. Of special interest are the novel properties of 2D materials based on quantum confinement effects in two dimensions and the large surface-to-volume ratio. The book gives an introduction to the fundamental principles of 2D structure formation for newcomers in this field, simultaneously providing a comprehensive source of data on bonding strength, geometrical structure, and nanomechanics characterizing the manifold of chemical networks in two-dimensional space. This book is a valuable reference for material scientists, chemists, and any researcher in the field of 2D materials and low-dimensional nanoscience. . |
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