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* http://www.stanford.edu/class/stats191 | == Printed material == | ||
* Coursera | The course material is constantly being updated from a variety of books, journal articles, newspaper articles, contributions from others to this wiki, and the author's own experiences with data analysis and consulting. | ||
The following printed materials have influenced the course content. In alphabetical order: | |||
{| class="wikitable sortable" | |||
|- | |||
! Author(s) | |||
! Title | |||
! Other libraries | |||
! Buy the book | |||
|- | |||
| Box, Hunter and Hunter | |||
| Statistics for Experimenters: Design, Innovation, and Discovery (2nd edition) | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0471718130#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0471718130#Booksellers Buy] | |||
|- | |||
| Box and Draper | |||
| Empirical Model-Building and Response Surfaces | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0471810339#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0471810339#Booksellers Buy] | |||
|- | |||
| Brereton | |||
| Chemometrics - Data Analysis for the Laboratory and Chemical Plant | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0470849118#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0470849118#Booksellers Buy] | |||
|- | |||
| Carroll, Green, and Chaturvedi | |||
| Mathematical Tools for Applied Multivariate Analysis | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0121609553#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0121609553#Booksellers Buy] | |||
|- | |||
| Chatfield | |||
| Statistics for Technology | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0412253402#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0412253402#Booksellers Buy] | |||
|- | |||
| Davies | |||
| The Design and Analysis of Industrial Experiments | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0582460530#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0582460530#Booksellers Buy] | |||
|- | |||
| Devore | |||
| Probability and Statistics for Engineering and the Sciences | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0495382175#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0495382175#Booksellers Buy] | |||
|- | |||
| Draper and Smith | |||
| Applied Regression Analysis | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0471170828#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0471170828#Booksellers Buy] | |||
|- | |||
| Few | |||
| Show Me the Numbers | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/9780970601995#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/9780970601995#Booksellers Buy] | |||
|- | |||
| Few | |||
| Now You See It: Simple Visualization Techniques for Quantitative Analysis | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/9780970601988#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/9780970601988#Booksellers Buy] | |||
|- | |||
| Fisher | |||
| Statistical Methods, Experimental Design and Scientific Inference | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0198522290#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0198522290#Booksellers Buy] | |||
|- | |||
| Fox | |||
| Applied Regression Analysis and Generalized Linear Models | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/080394540X#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/080394540X#Booksellers Buy] | |||
|- | |||
| Hodges and Lehmann | |||
| Basic Concepts of Probability and Statistics | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/089871575X#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/089871575X#Booksellers Buy] | |||
|- | |||
| Hogg and Ledolter | |||
| Engineering Statistics | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0023557907#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0023557907#Booksellers Buy] | |||
|- | |||
| Montgomery and Runger | |||
| Applied Statistics and Probability for Engineers | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0471204544#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/0471204544#Booksellers Buy] | |||
|- | |||
| Ogunnaike | |||
| Random Phenomena - Fundamentals of Probability and Statistics for Engineers | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/1420044974#Canada Loan] | |||
| [http://en.wikipedia.org/wiki/Special:BookSources/1420044974#Booksellers Buy] | |||
|} | |||
== Online courses == | |||
There are a wide variety of online courses that cover topics similar to this course. May I suggest you consider looking at these if you are looking for more exposure to the course material: | |||
* [http://www.stanford.edu/class/stats191 Stanford University STATS191, Introduction to Applied Statistics] | |||
* [https://www.coursera.org/course/compdata Coursera's Computing for Data Analysis] | |||
Latest revision as of 17:52, 21 September 2018
Printed material
The course material is constantly being updated from a variety of books, journal articles, newspaper articles, contributions from others to this wiki, and the author's own experiences with data analysis and consulting.
The following printed materials have influenced the course content. In alphabetical order:
| Author(s) | Title | Other libraries | Buy the book |
|---|---|---|---|
| Box, Hunter and Hunter | Statistics for Experimenters: Design, Innovation, and Discovery (2nd edition) | Loan | Buy |
| Box and Draper | Empirical Model-Building and Response Surfaces | Loan | Buy |
| Brereton | Chemometrics - Data Analysis for the Laboratory and Chemical Plant | Loan | Buy |
| Carroll, Green, and Chaturvedi | Mathematical Tools for Applied Multivariate Analysis | Loan | Buy |
| Chatfield | Statistics for Technology | Loan | Buy |
| Davies | The Design and Analysis of Industrial Experiments | Loan | Buy |
| Devore | Probability and Statistics for Engineering and the Sciences | Loan | Buy |
| Draper and Smith | Applied Regression Analysis | Loan | Buy |
| Few | Show Me the Numbers | Loan | Buy |
| Few | Now You See It: Simple Visualization Techniques for Quantitative Analysis | Loan | Buy |
| Fisher | Statistical Methods, Experimental Design and Scientific Inference | Loan | Buy |
| Fox | Applied Regression Analysis and Generalized Linear Models | Loan | Buy |
| Hodges and Lehmann | Basic Concepts of Probability and Statistics | Loan | Buy |
| Hogg and Ledolter | Engineering Statistics | Loan | Buy |
| Montgomery and Runger | Applied Statistics and Probability for Engineers | Loan | Buy |
| Ogunnaike | Random Phenomena - Fundamentals of Probability and Statistics for Engineers | Loan | Buy |
Online courses
There are a wide variety of online courses that cover topics similar to this course. May I suggest you consider looking at these if you are looking for more exposure to the course material: