A repository for my R scripts that explore concepts and techniques in statistical data analysis, machine learning, data analytics, and related topics.
[Crawley2015] Crawley, M. J. Statistics: An Introduction Using R, second ed. John Wiley & Sons, Chichester, West Sussex, England, U.K., 2015.
[Crawley2005a] Crawley, M. J. Statistics: An Introduction Using R. John Wiley & Sons, Chichester, West Sussex, England, U.K., 2005.
[deMicheaux2013] de Micheaux, P. L., Drouilhet, R., and Liquet, B. The R Software: Fundamentals of Programming and Statistical Analysis, vol. 40 of Statistics and Computing. Springer Science+Business Media New York, New York, NY, 2013.
[Everitt2010] Everitt, B. S., and Hothorn, T. A Handbook of Statistical Analyses Using R, second ed. Chapman & Hall/CRC, Boca Raton, FL, 2010.
[Everitt2006] Everitt, B. S., and Hothorn, T. A Handbook of Statistical Analyses Using R. Chapman & Hall/CRC, Boca Raton, FL, 2006.
[Gandrud2015] Gandrud, C. Reproducible Research with R and RStudio, second ed. Chapman & Hall/CRC The R Series. CRC Press, Boca Raton, FL, 2015.
[Gardener2012] Gardener, M. Beginning R: The Statistical Programming Language. Wrox Programmer to Programmer. John Wiley & Sons, Indianapolis, IN, 2012.
[Green2004] Green, C. G. The Stat 390 R Primer. Available online from University of Washington: UW Students Web Server: Christopher G. Green's web page as The Stat 390 R Primer at: http://students.washington.edu/cggreen/uwstat/rprimer/rprimer.html; November 20, 2016 was the last accessed date. University of Washington, Seattle, WA, September 21, 2004.
[HayJahans2012] Hay-Jahans, C. An R Companion to Linear Statistical Models. CRC Press, Boca Raton, FL, 2012.
[Horton2015] Horton, N. J. and Kleinman, K. Using R and RStudio for Data Management, Statistical Analysis, and Graphics, second ed. CRC Press, Boca Raton, FL, 2015.
[Hothorn2014] Hothorn, T., and Everitt, B. S. A Handbook of Statistical Analyses Using R, third ed. CRC Press, Boca Raton, FL, 2014.
[Horton2011] Horton, N. J. and Kleinman, K, Using R for Data Management, Statistical Analysis, and Graphics. CRC Press, Boca Raton, FL, 2011.
[Paarsch2016] Paarsch, H. J., and Golyaev, K. A Gentle Introduction to Effective Computing in Quantitative Research: What Every Research Assistant Should Know. The MIT Press, London, U.K., 2016.
[Ramsay2009] Ramsay, J. O., Hooker, G., and Graves, S. Functional Data Analysis with R and MATLAB. Use R! Springer Science+Business Media, LCC, New York, NY, 2009.
[RCoreTeam2013a] Venables, W. N., Smith, D. M., and R Core Team. An Introduction to R. Notes on R: A Programming Environment for Data Analysis and Graphics. Vienna University of Economics and Business, Vienna, Austria, 2013.
[Spector2008] Spector, P. Data Manipulation with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2008.
[Stowell2014] Stowell, S. Using R for Statistics. Apress Media, LLC, New York, NY, 2014.
[Teetor2011a] Teetor, P. 25 Recipes for Getting Started with R: Excerpts from the R Cookbook. O’Reilly Media, Sebastopol, CA, 2011.
[Wickham2014] Wickham, H. Advanced R. Chapman & Hall/CRC The R Series. CRC Press, Boca Raton, FL, 2014.
[Xie2014] Xie, Y. Dynamic Documents with R and knitr. Chapman & Hall/CRC The R Series. CRC Press, Boca Raton, FL, 2014.
[Zuur2009] Zuur, A. F., Ieno, E. N., and Meesters, E. H. W. G. A Beginner’s Guide to R. Use R! Springer Science+Business Media, LCC, New York, NY, 2009.
[Cook1994] Cook, R. D., and Weisberg, S. An Introduction to Regression Graphics. Wiley Series in Probability and Mathematical Statistics. John Wiley & Sons, New York, NY, 1994.
[Fox2011] Fox, J., and Weisberg, S. An R Companion to Applied Regression, second ed. SAGE Publications, Thousand Oaks, CA, 2011.
[Ritz2008] Ritz, C., and Streibig, J. C. Nonlinear Regression with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2008.
[Sheather2009] Sheather, S. J. A Modern Approach to Regression with R. Springer Texts in Statistics. Springer Science+Business Media, LCC, New York, NY, 2009.
[Everitt2011] Everitt, B., and Hothorn, T. An Introduction to Applied Multivariate Analysis with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2011.
[Sarkar2008] Sarkar, D. Lattice: Multivariate Data Visualization with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2008.
[Chang2013] Chang, W. R Graphics Cookbook: Practical Recipes for Visualizing Data. O’Reilly Media, Sebastopol, CA, 2013.
[Cook2007] Cook, D., and Swayne, D. F. Interactive and Dynamic Graphics for Data Analysis: With R and GGobi. Use R! Springer Science+Business Media, LCC, New York, NY, 2007.
[Sarkar2008] Sarkar, D. Lattice: Multivariate Data Visualization with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2008.
[Bloomfield2014] Bloomfield, V. A. Using R for Numerical Analysis in Science and Engineering. Chapman & Hall/CRC The R Series. CRC Press, Boca Raton, FL, 2014.
[Robert2010] Robert, C. P., and Casella, G. Introducing Monte Carlo Methods with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2010.
[Cowpertwait2009] Cowpertwait, P. S. P., and Metcalfe, A. V. Introductory Time Series with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2009.
[Cryer2008] Cryer, J. D., and Chan, K. Time Series Analysis: With Applications in R, second ed. Springer Texts in Statistics. Springer Science+Business Media, LCC, New York, NY, 2008.
[Pfaff2008] Pfaff, B. Analysis of Integrated and Cointegrated Time Series with R, second ed. Use R! Springer Science+Business Media, LCC, New York, NY, 2008.
[Eddelbuettel2013] Eddelbuettel, D. Seamless R and C++ Integration with Rcpp, vol. 64 of Use R! Springer Science+Business Media, New York, NY, 2013.
[Eubank2010] Eubank, R. L., and Kupresanin, A. M. Statistical computing in C++ and R. Tech. Rep. LLNL- BOOK-427941, Lawrence Livermore National Laboratory, Livermore, CA, April 14 2010.
[Petris2009] Petris, G., Petrone, S., and Campagnoli, P. Dynamic Linear Models with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2009.
[Nason2008] Nason, G. P. Wavelet Methods in Statistics with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2008.
[Suess2010] Suess, E. A., and Trumbo, B. E. Introduction to Probability Simulation and Gibbs Sampling with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2010.
[Albert2007] Albert, J. Bayesian Computation with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2007.
[Hahne2008] Hahne, F., Huber, W., Gentleman, R., and Falcon, S. Bioconductor Case Studies. Use R! Springer Science+Business Media, LCC, New York, NY, 2008.
[Paradis2006] Paradis, E. Analysis of Phylogenetics and Evolution with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2006.
[Jank2011] Jank, W. Business Analytics for Managers. Use R! Springer Science+Business Media, LCC, New York, NY, 2011.
[Wehrens2011] Wehrens, R. Chemometrics with R: Multivariate Data Analysis in the Natural Sciences and Life Sciences. Use R! Springer-Verlag Berlin Heidelberg, Heidelberg, Germany, 2011.
[Cichosz2015-1,Cichosz2015-2,Cichosz2015] Cichosz, P. Data Mining Algorithms: Explained Using R. John Wiley & Sons, Chichester, West Sussex, England, U.K., 2015.
[Williams2011a] Williams, G. Data Mining with Rattle and R: The Art of Excavating Data for Knowledge Discovery. Use R! Springer Science+Business Media, LCC, New York, NY, 2011.
[Toomey2014] Toomey, D. R for Data Science: Learn and explore the fundamentals of data science with R. Community Experience Distilled. Packt Publishing, Birmingham, West Midlands, England, U.K., 2014.
[Luke2015] Luke, D. A. A User’s Guide to Network Analysis in R. Use R! Springer International Publishing Switzerland, Cham, Switzerland, 2015.
[Borcard2011] Borcard, D., Gillet, F., and Legendre, P. Numerical Ecology with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2011.
[Robinson2011b] Robinson, A. P., and Hamann, J. D. Forest Analytics with R: An Introduction. Use R! Springer Science+Business Media, LCC, New York, NY, 2011.
[Stevens2009] Stevens, M. H. H. A Primer of Ecology with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2009.
[Dayal2015] Dayal, V. An Introduction to R for Quantitative Economics: Graphing, Simulating and Computing. SpringerBriefs in Economics. Springer (India) Pvt. Ltd., New Delhi, India, 2015.
[Kleiber2008] Kleiber, C., and Zeileis, A. Applied Econometrics with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2008.
[Foulkes2009] Foulkes, A. S. Applied Statistical Genetics with R: For Population-based Association Studies. Use R! Springer Science+Business Media, LCC, New York, NY, 2009.
[Claude2008] Claude, J. Morphometrics with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2008.
[Peng2008] Peng, R. D., and Dominici, F. Statistical Methods for Environmental Epidemiology with R: A Case Study in Air Pollution and Health. Use R! Springer Science+Business Media, LCC, New York, NY, 2008.
[Stodden2014] Stodden, V., Leisch, F., and Peng, R. D. Implementing Reproducible Research. Chapman & Hall/CRC The R Series. CRC Press, Boca Raton, FL, 2014.
[Jones2009] Jones, O., Maillardet, R., and Robinson, A. Introduction to Scientific Programming and Simulation Using R. Chapman & Hall/CRC The R Series. Chapman & Hall/CRC, Boca Raton, FL, 2009.
[Bivand2008] Bivand, R. S., Pebesma, E. J., and G{'{o}}mez-Rubio, V. Applied Spatial Data Analysis with R. Use R! Springer Science+Business Media, LCC, New York, NY, 2008.
Try the following concepts and techniques in R:
- Anonymous function \cite{WikipediaContributors2017u}.
Citations/References that use the LaTeX/BibTeX notation are taken from my BibTeX database (set of BibTeX entries).
The MIT License (MIT)
Copyright (c) <2016> Zhiyang Ong
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Email address: echo "cukj -wb- 23wU4X5M589 TROJANS cqkH wiuz2y 0f Mw Stanford" | awk '{ sub("23wU4X5M589","F.d_c_b. ") sub("Stanford","d0mA1n"); print $5, $2, $8; for (i=1; i<=1; i++) print "6\b"; print $9, $7, $6 }' | sed y/kqcbuHwM62z/gnotrzadqmC/ | tr 'q' ' ' | tr -d [:cntrl:] | tr -d 'ir' | tr y "\n" Don't compromise my computing accounts. You have been warned.