Difference between revisions of "Suggested readings"

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! Author(s)
! Author(s)
! Title
! Title
! Library link
! Other libraries
! Other libraries
! Buy the book
! Buy the book
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| Box, Hunter and Hunter
| Box, Hunter and Hunter
| Statistics for Experimenters: Design, Innovation, and Discovery (2nd edition)
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/0471718130#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/0471718130#Booksellers Buy]
Line 19: Line 17:
| Box and Draper
| Box and Draper
| Empirical Model-Building and Response Surfaces
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/0471810339#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/0471810339#Booksellers Buy]
Line 25: Line 22:
| Brereton
| Brereton
| Chemometrics - Data Analysis for the Laboratory and Chemical Plant
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/0470849118#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/0470849118#Booksellers Buy]
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| Carroll, Green, and Chaturvedi  
| Carroll, Green, and Chaturvedi  
| Mathematical Tools for Applied Multivariate Analysis  
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/0121609553#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/0121609553#Booksellers Buy]
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| Chatfield
| Chatfield
| Statistics for Technology  
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/0412253402#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/0412253402#Booksellers Buy]
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| Davies
| Davies
| The Design and Analysis of Industrial Experiments
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/0582460530#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/0582460530#Booksellers Buy]
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| Devore
| Devore
| Probability and Statistics for Engineering and the Sciences
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/0495382175#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/0495382175#Booksellers Buy]
Line 55: Line 47:
| Draper and Smith
| Draper and Smith
| Applied Regression Analysis
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/0471170828#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/0471170828#Booksellers Buy]
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| Few
| Few
| Show Me the Numbers
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/9780970601995#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/9780970601995#Booksellers Buy]
Line 67: Line 57:
| Few
| Few
| Now You See It: Simple Visualization Techniques for Quantitative Analysis
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/9780970601988#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/9780970601988#Booksellers Buy]
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| Fisher
| Fisher
| Statistical Methods, Experimental Design and Scientific Inference
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/0198522290#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/0198522290#Booksellers Buy]
Line 79: Line 67:
| Fox
| Fox
| Applied Regression Analysis and Generalized Linear Models  
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/080394540X#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/080394540X#Booksellers Buy]
Line 85: Line 72:
| Hodges and Lehmann
| Hodges and Lehmann
| Basic Concepts of Probability and Statistics
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/089871575X#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/089871575X#Booksellers Buy]
Line 91: Line 77:
| Hogg and Ledolter
| Hogg and Ledolter
| Engineering Statistics
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/0023557907#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/0023557907#Booksellers Buy]
Line 97: Line 82:
| Montgomery and Runger  
| Montgomery and Runger  
| Applied Statistics and Probability for Engineers
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/0471204544#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/0471204544#Booksellers Buy]
Line 103: Line 87:
| Ogunnaike
| Ogunnaike
| Random Phenomena - Fundamentals of Probability and Statistics for Engineers
| 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#Canada Loan]
| [http://en.wikipedia.org/wiki/Special:BookSources/1420044974#Booksellers Buy]
| [http://en.wikipedia.org/wiki/Special:BookSources/1420044974#Booksellers Buy]

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:

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