Statistics and probability with applications for engineers and scientists using Minitab, R and JMP
"This new edition shows how real world problems can be solved using statistical concepts, now with many timely updates. The authors have included R software and removed the Excel exhibits throughout the book. The new Chapter 20 discusses data mining including topics in big data, classification,...
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| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hoboken, NJ
Wiley
2020
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| Ausgabe: | Second edition |
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| Online-Zugang: | DE-1050 DE-91 Buchcover |
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| 245 | 1 | 0 | |a Statistics and probability with applications for engineers and scientists using Minitab, R and JMP |c Bhisham C. Gupta, Irwin Guttman, Kalanka P. Jayalath |
| 250 | |a Second edition | ||
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| 505 | 8 | |a Cover -- Title Page -- Copyright -- Contents -- Chapter 1 Introduction -- 1.1 Designed Experiment -- 1.1.1 Motivation for the Study -- 1.1.2 Investigation -- 1.1.3 Changing Criteria -- 1.1.4 A Summary of the Various Phases of the Investigation -- 1.2 A Survey -- 1.3 An Observational Study -- 1.4 A Set of Historical Data -- 1.5 A Brief Description of What is Covered in this Book -- Chapter 2 Describing Data Graphically and Numerically -- 2.1 Getting Started with Statistics -- 2.1.1 What Is Statistics? -- 2.1.2 Population and Sample in a Statistical Study | |
| 505 | 8 | |a 2.2 Classification of Various Types of Data -- 2.2.1 Nominal Data -- 2.2.2 Ordinal Data -- 2.2.3 Interval Data -- 2.2.4 Ratio Data -- 2.3 Frequency Distribution Tables for Qualitative and Quantitative Data -- 2.3.1 Qualitative Data -- 2.3.2 Quantitative Data -- 2.4 Graphical Description of Qualitative and Quantitative Data -- 2.4.1 Dot Plot -- 2.4.2 Pie Chart -- 2.4.3 Bar Chart -- 2.4.4 Histograms -- 2.4.5 Line Graph -- 2.4.6 Stem-and-Leaf Plot -- 2.5 Numerical Measures of Quantitative Data -- 2.5.1 Measures of Centrality -- 2.5.2 Measures of Dispersion -- 2.6 Numerical Measures of Grouped Data | |
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| 505 | 8 | |a 4.2 Mean and Variance of a Discrete Random Variable -- 4.2.1 Expected Value of Discrete Random Variables and Their Functions -- 4.2.2 The Moment-Generating Function-Expected Value of a Special Function of X -- 4.3 The Discrete Uniform Distribution -- 4.4 The Hypergeometric Distribution -- 4.5 The Bernoulli Distribution -- 4.6 The Binomial Distribution -- 4.7 The Multinomial Distribution -- 4.8 The Poisson Distribution -- 4.8.1 Definition and Properties of the Poisson Distribution -- 4.8.2 Poisson Process -- 4.8.3 Poisson Distribution as a Limiting Form of the Binomial | |
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Datensatz im Suchindex
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| author | Gupta, Bhisham C. 1942- Guttman, Irwin Jayalath, Kalanka |
| author_GND | (DE-588)1233229168 |
| author_facet | Gupta, Bhisham C. 1942- Guttman, Irwin Jayalath, Kalanka |
| author_role | aut aut aut |
| author_sort | Gupta, Bhisham C. 1942- |
| author_variant | b c g bc bcg i g ig k j kj |
| building | Verbundindex |
| bvnumber | BV046676306 |
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| contents | Cover -- Title Page -- Copyright -- Contents -- Chapter 1 Introduction -- 1.1 Designed Experiment -- 1.1.1 Motivation for the Study -- 1.1.2 Investigation -- 1.1.3 Changing Criteria -- 1.1.4 A Summary of the Various Phases of the Investigation -- 1.2 A Survey -- 1.3 An Observational Study -- 1.4 A Set of Historical Data -- 1.5 A Brief Description of What is Covered in this Book -- Chapter 2 Describing Data Graphically and Numerically -- 2.1 Getting Started with Statistics -- 2.1.1 What Is Statistics? -- 2.1.2 Population and Sample in a Statistical Study 2.2 Classification of Various Types of Data -- 2.2.1 Nominal Data -- 2.2.2 Ordinal Data -- 2.2.3 Interval Data -- 2.2.4 Ratio Data -- 2.3 Frequency Distribution Tables for Qualitative and Quantitative Data -- 2.3.1 Qualitative Data -- 2.3.2 Quantitative Data -- 2.4 Graphical Description of Qualitative and Quantitative Data -- 2.4.1 Dot Plot -- 2.4.2 Pie Chart -- 2.4.3 Bar Chart -- 2.4.4 Histograms -- 2.4.5 Line Graph -- 2.4.6 Stem-and-Leaf Plot -- 2.5 Numerical Measures of Quantitative Data -- 2.5.1 Measures of Centrality -- 2.5.2 Measures of Dispersion -- 2.6 Numerical Measures of Grouped Data 2.6.1 Mean of a Grouped Data -- 2.6.2 Median of a Grouped Data -- 2.6.3 Mode of a Grouped Data -- 2.6.4 Variance of a Grouped Data -- 2.7 Measures of Relative Position -- 2.7.1 Percentiles -- 2.7.2 Quartiles -- 2.7.3 Interquartile Range (IQR) -- 2.7.4 Coefficient of Variation -- 2.8 Box-Whisker Plot -- 2.8.1 Construction of a Box Plot -- 2.8.2 How to Use the Box Plot -- 2.9 Measures of Association -- 2.10 Case Studies -- 2.10.1 About St. Luke's Hospital -- 2.11 Using JMP -- 2.11 Review Practice Problems -- Chapter 3 Elements of Probability -- 3.1 Introduction 3.2 Random Experiments, Sample Spaces, and Events -- 3.2.1 Random Experiments and Sample Spaces -- 3.2.2 Events -- 3.3 Concepts of Probability -- 3.4 Techniques of Counting Sample Points -- 3.4.1 Tree Diagram -- 3.4.2 Permutations -- 3.4.3 Combinations -- 3.4.4 Arrangements of n Objects Involving Several Kinds of Objects -- 3.5 Conditional Probability -- 3.6 Bayes's Theorem -- 3.7 Introducing Random Variables -- 3.7 Review Practice Problems -- Chapter 4 Discrete Random Variables and Some Important Discrete Probability Distributions -- 4.1 Graphical Descriptions of Discrete Distributions 4.2 Mean and Variance of a Discrete Random Variable -- 4.2.1 Expected Value of Discrete Random Variables and Their Functions -- 4.2.2 The Moment-Generating Function-Expected Value of a Special Function of X -- 4.3 The Discrete Uniform Distribution -- 4.4 The Hypergeometric Distribution -- 4.5 The Bernoulli Distribution -- 4.6 The Binomial Distribution -- 4.7 The Multinomial Distribution -- 4.8 The Poisson Distribution -- 4.8.1 Definition and Properties of the Poisson Distribution -- 4.8.2 Poisson Process -- 4.8.3 Poisson Distribution as a Limiting Form of the Binomial |
| ctrlnum | (OCoLC)1151455090 (DE-599)BVBBV046676306 |
| discipline | Mathematik |
| edition | Second edition |
| format | Electronic eBook |
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| id | DE-604.BV046676306 |
| illustrated | Illustrated |
| indexdate | 2024-12-24T08:11:17Z |
| institution | BVB |
| isbn | 9781119516644 9781119516620 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032087198 |
| oclc_num | 1151455090 |
| open_access_boolean | |
| owner | DE-1050 DE-91 DE-BY-TUM |
| owner_facet | DE-1050 DE-91 DE-BY-TUM |
| physical | 1 Online-Ressource (xxiii, 1016 Seiten) Illustrationen |
| psigel | ZDB-30-PQE ZDB-30-PQE FHD01_PQE_Kauf ZDB-30-PQE TUM_PDA_PQE_Kauf |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | Wiley |
| record_format | marc |
| spellingShingle | Gupta, Bhisham C. 1942- Guttman, Irwin Jayalath, Kalanka Statistics and probability with applications for engineers and scientists using Minitab, R and JMP Cover -- Title Page -- Copyright -- Contents -- Chapter 1 Introduction -- 1.1 Designed Experiment -- 1.1.1 Motivation for the Study -- 1.1.2 Investigation -- 1.1.3 Changing Criteria -- 1.1.4 A Summary of the Various Phases of the Investigation -- 1.2 A Survey -- 1.3 An Observational Study -- 1.4 A Set of Historical Data -- 1.5 A Brief Description of What is Covered in this Book -- Chapter 2 Describing Data Graphically and Numerically -- 2.1 Getting Started with Statistics -- 2.1.1 What Is Statistics? -- 2.1.2 Population and Sample in a Statistical Study 2.2 Classification of Various Types of Data -- 2.2.1 Nominal Data -- 2.2.2 Ordinal Data -- 2.2.3 Interval Data -- 2.2.4 Ratio Data -- 2.3 Frequency Distribution Tables for Qualitative and Quantitative Data -- 2.3.1 Qualitative Data -- 2.3.2 Quantitative Data -- 2.4 Graphical Description of Qualitative and Quantitative Data -- 2.4.1 Dot Plot -- 2.4.2 Pie Chart -- 2.4.3 Bar Chart -- 2.4.4 Histograms -- 2.4.5 Line Graph -- 2.4.6 Stem-and-Leaf Plot -- 2.5 Numerical Measures of Quantitative Data -- 2.5.1 Measures of Centrality -- 2.5.2 Measures of Dispersion -- 2.6 Numerical Measures of Grouped Data 2.6.1 Mean of a Grouped Data -- 2.6.2 Median of a Grouped Data -- 2.6.3 Mode of a Grouped Data -- 2.6.4 Variance of a Grouped Data -- 2.7 Measures of Relative Position -- 2.7.1 Percentiles -- 2.7.2 Quartiles -- 2.7.3 Interquartile Range (IQR) -- 2.7.4 Coefficient of Variation -- 2.8 Box-Whisker Plot -- 2.8.1 Construction of a Box Plot -- 2.8.2 How to Use the Box Plot -- 2.9 Measures of Association -- 2.10 Case Studies -- 2.10.1 About St. Luke's Hospital -- 2.11 Using JMP -- 2.11 Review Practice Problems -- Chapter 3 Elements of Probability -- 3.1 Introduction 3.2 Random Experiments, Sample Spaces, and Events -- 3.2.1 Random Experiments and Sample Spaces -- 3.2.2 Events -- 3.3 Concepts of Probability -- 3.4 Techniques of Counting Sample Points -- 3.4.1 Tree Diagram -- 3.4.2 Permutations -- 3.4.3 Combinations -- 3.4.4 Arrangements of n Objects Involving Several Kinds of Objects -- 3.5 Conditional Probability -- 3.6 Bayes's Theorem -- 3.7 Introducing Random Variables -- 3.7 Review Practice Problems -- Chapter 4 Discrete Random Variables and Some Important Discrete Probability Distributions -- 4.1 Graphical Descriptions of Discrete Distributions 4.2 Mean and Variance of a Discrete Random Variable -- 4.2.1 Expected Value of Discrete Random Variables and Their Functions -- 4.2.2 The Moment-Generating Function-Expected Value of a Special Function of X -- 4.3 The Discrete Uniform Distribution -- 4.4 The Hypergeometric Distribution -- 4.5 The Bernoulli Distribution -- 4.6 The Binomial Distribution -- 4.7 The Multinomial Distribution -- 4.8 The Poisson Distribution -- 4.8.1 Definition and Properties of the Poisson Distribution -- 4.8.2 Poisson Process -- 4.8.3 Poisson Distribution as a Limiting Form of the Binomial Probabilities Mathematical statistics Mathematical statistics fast Probabilities fast Ingenieurwissenschaften (DE-588)4137304-2 gnd Anwendung (DE-588)4196864-5 gnd Statistik (DE-588)4056995-0 gnd Naturwissenschaften (DE-588)4041421-8 gnd Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd |
| subject_GND | (DE-588)4137304-2 (DE-588)4196864-5 (DE-588)4056995-0 (DE-588)4041421-8 (DE-588)4064324-4 |
| title | Statistics and probability with applications for engineers and scientists using Minitab, R and JMP |
| title_auth | Statistics and probability with applications for engineers and scientists using Minitab, R and JMP |
| title_exact_search | Statistics and probability with applications for engineers and scientists using Minitab, R and JMP |
| title_full | Statistics and probability with applications for engineers and scientists using Minitab, R and JMP Bhisham C. Gupta, Irwin Guttman, Kalanka P. Jayalath |
| title_fullStr | Statistics and probability with applications for engineers and scientists using Minitab, R and JMP Bhisham C. Gupta, Irwin Guttman, Kalanka P. Jayalath |
| title_full_unstemmed | Statistics and probability with applications for engineers and scientists using Minitab, R and JMP Bhisham C. Gupta, Irwin Guttman, Kalanka P. Jayalath |
| title_short | Statistics and probability with applications for engineers and scientists using Minitab, R and JMP |
| title_sort | statistics and probability with applications for engineers and scientists using minitab r and jmp |
| topic | Probabilities Mathematical statistics Mathematical statistics fast Probabilities fast Ingenieurwissenschaften (DE-588)4137304-2 gnd Anwendung (DE-588)4196864-5 gnd Statistik (DE-588)4056995-0 gnd Naturwissenschaften (DE-588)4041421-8 gnd Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd |
| topic_facet | Probabilities Mathematical statistics Ingenieurwissenschaften Anwendung Statistik Naturwissenschaften Wahrscheinlichkeitsrechnung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032087198&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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