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...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hoboken, New Jersey
John Wiley & Sons, Inc.
2015
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| Schlagworte: | |
| Online-Zugang: | FRO01 FWS01 FWS02 UBG01 Volltext |
| Zusammenfassung: | 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. |
| Beschreibung: | Includes bibliographical references and index 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 ""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 "" ""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 "" ""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 "" ""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) "" ""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 "" |
| Beschreibung: | 1 online resource |
| ISBN: | 1119047064 9781119047063 |
Internformat
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| 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 | ||
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| 500 | |a Includes bibliographical references and index | ||
| 500 | |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 | ||
| 500 | |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 "" | ||
| 500 | |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 "" | ||
| 500 | |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 "" | ||
| 500 | |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) "" | ||
| 500 | |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. | ||
| 650 | 7 | |a Mathematical statistics |2 fast | |
| 650 | 7 | |a MATHEMATICS / Applied |2 bisacsh | |
| 650 | 7 | |a MATHEMATICS / Probability & Statistics / General |2 bisacsh | |
| 650 | 4 | |a Mathematical statistics | |
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| 776 | 0 | 8 | |i Erscheint auch als |n Druckausgabe |z 978-1-118-22896-8 |
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Datensatz im Suchindex
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| _version_ | 1824554630018760705 |
| any_adam_object | |
| author | Shanmugam, Ramalingam |
| author_GND | (DE-588)1115195662 |
| author_facet | Shanmugam, Ramalingam |
| author_role | aut |
| author_sort | Shanmugam, Ramalingam |
| author_variant | r s rs |
| building | Verbundindex |
| bvnumber | BV043770009 |
| classification_rvk | SK 850 |
| collection | ZDB-35-WIC |
| ctrlnum | (ZDB-35-WIC)ocn904194563 (OCoLC)932033916 (DE-599)BVBBV043770009 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Electronic eBook |
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| id | DE-604.BV043770009 |
| illustrated | Not Illustrated |
| indexdate | 2025-02-20T06:54:49Z |
| institution | BVB |
| isbn | 1119047064 9781119047063 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029181159 |
| oclc_num | 904194563 932033916 |
| open_access_boolean | |
| owner | DE-861 DE-862 DE-BY-FWS DE-863 DE-BY-FWS |
| owner_facet | DE-861 DE-862 DE-BY-FWS DE-863 DE-BY-FWS |
| physical | 1 online resource |
| psigel | ZDB-35-WIC UBG_PDA_WIC ZDB-35-WIC FRO_PDA_WIC ZDB-35-WIC UBG_PDA_WIC |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | John Wiley & Sons, Inc. |
| record_format | marc |
| spellingShingle | Shanmugam, Ramalingam Statistics for scientists and engineers Mathematical statistics fast MATHEMATICS / Applied bisacsh MATHEMATICS / Probability & Statistics / General bisacsh Mathematical statistics Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4056995-0 |
| title | Statistics for scientists and engineers |
| title_auth | Statistics for scientists and engineers |
| title_exact_search | Statistics for scientists and engineers |
| title_full | Statistics for scientists and engineers Ramalingam Shanmugam, Rajan Chattamvelli |
| title_fullStr | Statistics for scientists and engineers Ramalingam Shanmugam, Rajan Chattamvelli |
| title_full_unstemmed | Statistics for scientists and engineers Ramalingam Shanmugam, Rajan Chattamvelli |
| title_short | Statistics for scientists and engineers |
| title_sort | statistics for scientists and engineers |
| topic | Mathematical statistics fast MATHEMATICS / Applied bisacsh MATHEMATICS / Probability & Statistics / General bisacsh Mathematical statistics Statistik (DE-588)4056995-0 gnd |
| topic_facet | Mathematical statistics MATHEMATICS / Applied MATHEMATICS / Probability & Statistics / General Statistik |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9781119047063 |
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