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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 | |||
! Library link | |||
! Other libraries | |||
! Buy the book | |||
|- | |||
| Box, Hunter and Hunter | |||
| Statistics for Experimenters: Design, Innovation, and Discovery (2nd edition) | |||
| [http://libcat.mcmaster.ca/index.jsp?Ntt1=1376888&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] (reserve) | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=186170&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] | |||
| [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://library.mcmaster.ca/catalogue/Record/1243341 McMaster] | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=369645&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=417882&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=245538&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=1634886&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=1222337&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=1561080&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] | |||
| [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 | |||
| Not available | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=525614&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=1128628&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=353999&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=216899&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] | |||
| [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://libcat.mcmaster.ca/index.jsp?Ntt1=1637675&Ntk1=Bib+No.&Ntx1=mode+matchallpartial McMaster] (reserve) | |||
| [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 | |||
| Not available | |||
| [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] | |||
Revision as of 09:35, 3 January 2013
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 | Library link | Other libraries | Buy the book |
|---|---|---|---|---|
| Box, Hunter and Hunter | Statistics for Experimenters: Design, Innovation, and Discovery (2nd edition) | McMaster (reserve) | Loan | Buy |
| Box and Draper | Empirical Model-Building and Response Surfaces | McMaster | Loan | Buy |
| Brereton | Chemometrics - Data Analysis for the Laboratory and Chemical Plant | McMaster | Loan | Buy |
| Carroll, Green, and Chaturvedi | Mathematical Tools for Applied Multivariate Analysis | McMaster | Loan | Buy |
| Chatfield | Statistics for Technology | McMaster | Loan | Buy |
| Davies | The Design and Analysis of Industrial Experiments | McMaster | Loan | Buy |
| Devore | Probability and Statistics for Engineering and the Sciences | McMaster | Loan | Buy |
| Draper and Smith | Applied Regression Analysis | McMaster | Loan | Buy |
| Few | Show Me the Numbers | McMaster | Loan | Buy |
| Few | Now You See It: Simple Visualization Techniques for Quantitative Analysis | Not available | Loan | Buy |
| Fisher | Statistical Methods, Experimental Design and Scientific Inference | McMaster | Loan | Buy |
| Fox | Applied Regression Analysis and Generalized Linear Models | McMaster | Loan | Buy |
| Hodges and Lehmann | Basic Concepts of Probability and Statistics | McMaster | Loan | Buy |
| Hogg and Ledolter | Engineering Statistics | McMaster | Loan | Buy |
| Montgomery and Runger | Applied Statistics and Probability for Engineers | McMaster (reserve) | Loan | Buy |
| Ogunnaike | Random Phenomena - Fundamentals of Probability and Statistics for Engineers | Not available | 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: