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Statistics for scientists and engineers /
This book provides the theoretical framework needed to build, analyze and interpret various statistical models. It helps readers choose the correct model, distinguish among various choices that best captures the data, or solve the problem at hand. This is an introductory textbook on probability and...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, New Jersey :
John Wiley & Sons, Inc.,
2015.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Shanmugam, Ramalingam. | |
| 245 | 1 | 0 | |a Statistics for scientists and engineers / |c Ramalingam Shanmugam, Rajan Chattamvelli. |
| 264 | 1 | |a Hoboken, New Jersey : |b John Wiley & Sons, Inc., |c 2015. | |
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Print version record and CIP data provided by publisher. | |
| 505 | 0 | |a Descriptive statistics -- Measures of location -- Measures of spread -- Skewness and kurtosis -- Probability -- Discrete distributions -- Continuous distributions -- Mathematical expectation -- Generating functions -- Functions of random variables -- Joint distributions. | |
| 505 | 0 | |a ""Cover ""; ""Title Page ""; ""Copyright ""; ""Contents ""; ""Preface ""; ""About The Companion Website ""; ""Chapter 1 Descriptive Statistics ""; ""1.1 Introduction ""; ""1.2 Statistics as A Scientific Discipline ""; ""1.2.1 Scales of Measurement ""; ""1.3 The NOIR Scale "" | |
| 505 | 8 | |a ""1.3.1 The Nominal Scale """"1.3.2 The Ordinal Scale ""; ""1.3.3 The Interval Scale ""; ""1.3.4 The Ratio Scale ""; ""1.4 Population Versus Sample ""; ""1.4.1 Parameter Versus Statistic ""; ""1.5 Combination Notation ""; ""1.6 Summation Notation ""; ""1.6.1 Nested Sums "" | |
| 505 | 8 | |a ""1.6.2 Increment Step Sizes """"1.7 Product Notation ""; ""1.7.1 Evaluating Large Powers ""; ""1.8 Rising and Falling Factorials ""; ""1.9 Moments and Cumulants ""; ""1.10 Data Transformations ""; ""1.10.1 Change of Origin ""; ""1.10.2 Change of Scale ""; ""1.10.3 Change of Origin and Scale "" | |
| 505 | 8 | |a ""1.10.4 Min-Max Transformation """"1.10.5 Nonlinear Transformations ""; ""1.10.6 Standard Normalization ""; ""1.11 Data Discretization ""; ""1.12 Categorization of Data Discretization ""; ""1.12.1 Equal Interval Binning (EIB) ""; ""1.12.2 Equal Frequency Binning (EFB) "" | |
| 505 | 8 | |a ""1.12.3 Entropy-Based Discretization (EBD) """"1.12.4 Error in Discretization ""; ""1.13 Testing for Normality ""; ""1.13.1 Graphical Methods for Normality Checking ""; ""1.13.2 Ogive Plots ""; ""1.13.3 P-P and Q-Q Plots ""; ""1.13.4 Stem-and-Leaf Plots "" | |
| 520 | |a This book provides the theoretical framework needed to build, analyze and interpret various statistical models. It helps readers choose the correct model, distinguish among various choices that best captures the data, or solve the problem at hand. This is an introductory textbook on probability and statistics. The authors explain theoretical concepts in a step-by-step manner and provide practical examples. The introductory chapter in this book presents the basic concepts. Next, the authors discuss the measures of location, popular measures of spread, and measures of skewness and kurtosis. P. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Mathematical statistics. | |
| 650 | 7 | |a MATHEMATICS |x Applied. |2 bisacsh | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a Mathematical statistics |2 fast | |
| 700 | 1 | |a Chattamvelli, Rajan. | |
| 758 | |i has work: |a Statistics for Scientists and Engineers [electronic resource] (Text) |1 https://id.oclc.org/worldcat/entity/E39PD3VJ9b8CdCyg6qBp4yjVFq |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Shanmugam, Ramalingam. |t Statistics for scientists and engineers. |d Hoboken, New Jersey : John Wiley & Sons, Inc., 2015 |z 9781118228968 |w (DLC) 2015004898 |
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