| 000 -LEADER |
|---|
| fixed length control field |
06507nam a2200805 i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
8782980 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20200413152933.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
|---|
| fixed length control field |
m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
190731s2019 caua fob 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781681735108 |
| Qualifying information |
electronic |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781681735115 |
| Qualifying information |
hardcover |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781681735092 |
| Qualifying information |
paperback |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.2200/S00899ED1V01Y201902MAS024 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)thg00979297 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)1111588267 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNVSL |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA276.45.R3 |
| Item number |
A555 2019eb |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.50285/5133 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Akinkunmi, Mustapha, |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Introduction to statistics using R / |
| Statement of responsibility, etc. |
Mustapha Akinkunmi. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
[San Rafael, California] : |
| Name of producer, publisher, distributor, manufacturer |
Morgan & Claypool, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2019] |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 PDF (xix, 215 pages) : |
| Other physical details |
illustrations (some color). |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
electronic |
| Source |
isbdmedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Source |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on mathematics and statistics, |
| International Standard Serial Number |
1938-1751 ; |
| Volume/sequential designation |
#24 |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (page 213). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction to statistical analysis -- 1.1. Scales of measurements -- 1.2. Data, data collection, and data presentation -- 1.3. Data groupings -- 1.4. Methods of visualizing data -- 1.5. Exploring data analysis (EDA) -- 1.6. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. Introduction to R software -- 2.1. How to download and install R -- 2.2. Using R for descriptive statistical and plots -- 2.3. Basics of R -- 2.4. Basic operations in R -- 2.5. Data exploration -- 2.6. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
3. Descriptive data -- 3.1. Central tendency -- 3.2. Measure of dispersion -- 3.3. Shapes of the distribution--symmetric and asymmetric -- 3.4. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. Basic probability concepts -- 4.1. Experiment, outcome, and sample space -- 4.2. Elementary events -- 4.3. Complementary events -- 4.4. Mutually exclusive events -- 4.5. Mutually inclusive events -- 4.6. Venn diagram -- 4.7. Probability -- 4.8. Axioms of probability -- 4.9. Basic properties of probability -- 4.10. Independent events and dependent events -- 4.11. Multiplication rule of probability -- 4.12. Conditional probabilities -- 4.13. Computation of probability in R -- 4.14. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
5. Discrete probability distributions -- 5.1. Probability mass distribution -- 5.2. Expected value and variance of a discrete random variable -- 5.3. Binomial probability distribution -- 5.4. Expected value and variance of a binomial distribution -- 5.5. Solve problems involving binomial distribution using R -- 5.6. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
6. Continuous probability distributions -- 6.1. Normal distribution and standardized normal distribution -- 6.2. Standard normal score (z-score) -- 6.3. Approximate normal distribution to the binomial distribution -- 6.4. Use of the normal distribution in business problem solving using R -- 6.5. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
7. Other continuous probability distributions -- 7.1. Student-t distribution -- 7.2. Chi-square distribution -- 7.3. F-Distribution -- 7.4. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
8. Sampling and sampling distribution -- 8.1. Probability and non-probability sampling -- 8.2. Probability sampling techniques--simple random, systematic, stratified, and cluster samples -- 8.3. Non-probability sampling techniques -- 8.4. Sampling distribution of the mean -- 8.5. Central limit theorem and its significance -- 8.6. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
9. Confidence intervals for single population mean and proportion -- 9.1. Point estimates and interval estimates -- 9.2. Confidence intervals for mean -- 9.3. Confidence intervals for proportion -- 9.4. Calculating the sample size -- 9.5. Factors that determine margin of error -- 9.6. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
10. Hypothesis testing for single population mean and proportion -- 10.1. Null and alternative hypotheses -- 10.2. Type I and type II errors -- 10.3. Acceptance and rejection regions -- 10.4. Hypothesis testing procedures -- 10.5. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
11. Regression analysis and correlation -- 11.1. Construction of line fit plots -- 11.2. Types of regression analysis -- 11.3. Multiple linear regression -- 11.4. Pearson correlation coefficient -- 11.5. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
12. Poisson distribution -- 12.1. Poisson distribution and its properties -- 12.2. Mean and variance of a Poisson distribution -- 12.3. Application of Poisson distribution -- 12.4. Poisson to approximate the binomial -- 12.5. Exercises |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
13. Uniform distributions -- 13.1. Uniform distribution and its properties -- 13.2. Mean and variance of a uniform distribution -- 13.3. Exercises. |
| 506 ## - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Compendex |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google book search |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Introduction to Statistics Using R is organized into 13 major chapters. Each chapter is broken down into many digestible subsections in order to explore the objectives of the book. There are many real-life practical examples in this book and each of the examples is written in R codes to acquaint the readers with some statistical methods while simultaneously learning R scripts. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF title page (viewed on July 31, 2019). |
| 630 00 - SUBJECT ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
R (Computer program language) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Mathematical statistics |
| General subdivision |
Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Statistics |
| General subdivision |
Data processing. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
descriptive statistics |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
probability distributions |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
sampling distribution |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
hypothesis testing |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
regression analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
correlation analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
confidence interval |
| 655 #0 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| International Standard Book Number |
9781681735115 |
| -- |
9781681735092 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis digital library of engineering and computer science. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on mathematics and statistics ; |
| Volume/sequential designation |
#24. |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
https://ieeexplore.ieee.org/servlet/opac?bknumber=8782980 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to full text |
| Uniform Resource Identifier |
https://doi.org/10.2200/S00899ED1V01Y201902MAS024 |
