added literature and new content

Author: gurix

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literature.bib

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+@comment{x-kbibtex-personnameformatting=<%l><, %f>}
+@techreport{box1979robustness,
+  title={Robustness in the strategy of scientific model building.},
+  author={Box, George EP},
+  year={1979},
+  institution={DTIC Document}
+}
+@Manual{R:DAAG,
+    title = {DAAG: Data Analysis And Graphics data and functions},
+    author = {John Maindonald and W. John Braun},
+    year = {2013},
+    note = {R package version 1.16},
+    url = {http://CRAN.R-project.org/package=DAAG},
+  }
+ @Manual{R:leaps,
+    title = {leaps: regression subset selection},
+    author = {Alan Miller, Thomas Lumley},
+    year = {2013},
+    note = {R package version 2.9 using Fortran},
+    url = {http://cran.r-project.org/web/packages/leaps},
+  }
+  
+   @Manual{R:core,
+    title = {R: A Language and Environment for Statistical Computing},
+    author = {{R Development Core Team}},
+    organization = {R Foundation for Statistical Computing},
+    address = {Vienna, Austria},
+    year = {2011},
+    note = {{ISBN} 3-900051-07-0},
+    url = {http://www.R-project.org/},
+  }
+  
+@article{gilmour1996interpretation,
+  title={The Interpretation of Mallows's C\_p-Statistic},
+  author={Gilmour, Steven G},
+  journal={The Statistician},
+  pages={49--56},
+  year={1996},
+  publisher={JSTOR}
+}
+@article{thompson1978selection2,
+  title={Selection of variables in multiple regression: Part II. Chosen procedures, computations and examples},
+  author={Thompson, Mary L},
+  journal={International Statistical Review/Revue Internationale de Statistique},
+  pages={129--146},
+  year={1978},
+  publisher={JSTOR}
+}
+@article{diamantidis2000unsupervised,
+  title={Unsupervised stratification of cross-validation for accuracy estimation},
+  author={Diamantidis, NA and Karlis, D and Giakoumakis, EA},
+  journal={Artificial Intelligence},
+  volume={116},
+  number={1},
+  pages={1--16},
+  year={2000},
+  publisher={Elsevier}
+}
+  
+  @Book{R:MASS,
+    title = {Modern Applied Statistics with S},
+    author = {W. N. Venables and B. D. Ripley},
+    publisher = {Springer},
+    edition = {Fourth},
+    address = {New York},
+    year = {2002},
+    note = {ISBN 0-387-95457-0},
+    url = {http://www.stats.ox.ac.uk/pub/MASS4},
+  }
+@book{R:Teetor:2011a,
+  author = {Paul Teetor},
+  title = {R Cookbook},
+  publisher = {O'Reilly},
+  url = {http://oreilly.com/catalog/9780596809157},
+  year = 2011,
+  isbn = {978-0-596-80915-7},
+  edition = {1},
+  abstract = {Perform data analysis with R quickly and efficiently
+                  with the task-oriented recipes in this cookbook.
+                  Although the R language and environment include
+                  everything you need to perform statistical work right
+                  out of the box, its structure can often be difficult
+                  to master. R Cookbook will help both beginners and
+                  experienced statistical programmers unlock and use the
+                  power of R.}
+}
+@article{maeda2006laws,
+  title={The Laws of Simplicity (Simplicity: Design, Technology, Business, Life)},
+  author={Maeda, John},
+  year={2006},
+  publisher={The MIT Press}
+}
+@article{borges1999can,
+  title={Can ignorance beat the stock market},
+  author={Borges, Bernhard and Goldstein, Daniel G and Ortmann, Andreas and Gigerenzer, Gerd},
+  journal={Simple heuristics that make us smart},
+  volume={59},
+  pages={72},
+  year={1999}
+}
+
+@article{hurvich1990impact,
+  title={The impact of model selection on inference in linear regression},
+  author={Hurvich, Clifford M and Tsai, Chih—Ling},
+  journal={The American Statistician},
+  volume={44},
+  number={3},
+  pages={214--217},
+  year={1990},
+  publisher={Taylor \& Francis Group}
+}
+@article{burnham2004multimodel,
+  title={Multimodel inference understanding AIC and BIC in model selection},
+  author={Burnham, Kenneth P and Anderson, David R},
+  journal={Sociological methods \& research},
+  volume={33},
+  number={2},
+  pages={261--304},
+  year={2004},
+  publisher={Sage Publications}
+}
+@article{bendel1977comparison,
+  title={Comparison of stopping rules in forward “stepwise” regression},
+  author={Bendel, Robert B and Afifi, Abdelmonem A},
+  journal={Journal of the American Statistical Association},
+  volume={72},
+  number={357},
+  pages={46--53},
+  year={1977},
+  publisher={Taylor \& Francis Group}
+}
+@article{berk1978comparing,
+  title={Comparing subset regression procedures},
+  author={Berk, Kenneth N},
+  journal={Technometrics},
+  volume={20},
+  number={1},
+  pages={1--6},
+  year={1978},
+  publisher={Taylor \& Francis Group}
+}
+
+@article{mcnamee2005regression,
+  title={Regression modelling and other methods to control confounding},
+  author={McNamee, R},
+  journal={Occupational and environmental medicine},
+  volume={62},
+  number={7},
+  pages={500--506},
+  year={2005},
+  publisher={BMJ Publishing Group Ltd}
+}
+
+@article{lafi1992explanation,
+  title={An explanation of the use of principal-components analysis to detect and correct for multicollinearity},
+  author={Lafi, SQ and Kaneene, JB},
+  journal={Preventive Veterinary Medicine},
+  volume={13},
+  number={4},
+  pages={261--275},
+  year={1992},
+  publisher={Elsevier}
+}
+@book{gauss1809theoria,
+  title={Theoria motus corporum coelestium in sectionibus conicis solem ambientium},
+  author={Gauss, Carl Friedrich},
+  year={1809}
+}
+@article{faraway2002practical,
+  title={Practical Regression and Anova using R: http://cran. r-project. org/doc/contrib},
+  author={Faraway, JJ},
+  journal={Faraway-PRA. pdf},
+  year={2002}
+}
+@article{armstrong2011illusions,
+  title={Illusions in regression analysis},
+  author={Armstrong, J},
+  journal={Available at SSRN 1969740},
+  year={2011}
+}
+@article{farrar1967multicollinearity,
+  title={Multicollinearity in regression analysis: The problem revisited},
+  author={Farrar, Donald E and Glauber, Robert R},
+  journal={The Review of Economics and Statistics},
+  volume={49},
+  number={1},
+  pages={92--107},
+  year={1967},
+  publisher={JSTOR}
+}
+@article{weakliem2004introduction,
+  title={Introduction to the Special Issue on Model Selection.},
+  author={Weakliem, David L},
+  journal={Sociological Methods \& Research; Sociological Methods \& Research},
+  year={2004},
+  publisher={Sage Publications}
+}
+@article{curran2011explorations,
+  title={Explorations in statistics: regression},
+  author={Curran-Everett, Douglas},
+  journal={Advances in Physiology Education},
+  volume={35},
+  number={4},
+  pages={347--352},
+  year={2011},
+  publisher={Am Physiological Soc}
+}
+
+ @article{1974,
+     jstor_articletype = {research-article},
+     title = {Regressions by Leaps and Bounds},
+     author = {Furnival, George M. and Wilson, Robert W., Jr.},
+     journal = {Technometrics},
+     jstor_issuetitle = {},
+     volume = {16},
+     number = {4},
+     jstor_formatteddate = {Nov., 1974},
+     pages = {pp. 499-511},
+     url = {http://www.jstor.org/stable/1267601},
+     ISSN = {00401706},
+     abstract = {This paper describes several algorithms for computing the residual sums of squares for all possible regressions with what appears to be a minimum of arithmetic (less than six floating-point operations per regression) and shows how two of these algorithms can be combined to form a simple leap and bound technique for finding the best subsets without examining all possible subsets. The result is a reduction of several orders of magnitude in the number of operations required to find the best subsets.},
+     language = {English},
+     year = {1974},
+     publisher = {American Statistical Association and American Society for Quality},
+     copyright = {Copyright © 1974 American Statistical Association and American Society for Quality},
+    }
+
+
+@book{hand2001principles,
+  title={Principles of data mining},
+  author={Hand, David J and Mannila, Heikki and Smyth, Padhraic},
+  year={2001},
+  publisher={MIT press}
+}
+
+@book{bortz2011,
+	author = "Bortz, J{\"u}rgen and Schuster, Christof",
+	date-added = "2013-02-24 21:02:51 +0000",
+	date-modified = "2013-02-24 21:10:46 +0000",
+	publisher = "Springer",
+	title = "{Statistik f{\"u}r Human-und Sozialwissenschaftler}",
+	volume = "6",
+	year = "2011"
+}
+
+@book{harrell2001regression,
+	author = "Harrell, Frank E",
+	publisher = "Springer",
+	title = "{Regression modeling strategies: with applications to linear models, logistic regression, and survival analysis}",
+	year = "2001"
+}
+
+@article{mundry2009stepwise,
+  title={Stepwise model fitting and statistical inference: turning noise into signal pollution},
+  author={Mundry, Roger and Nunn, Charles L},
+  journal={The American Naturalist},
+  volume={173},
+  number={1},
+  pages={119--123},
+  year={2009},
+  publisher={JSTOR}
+}
+
+@article{cortina1994interaction,
+  title={Interaction, nonlinearity, and multicollinearity: Implications for multiple regression},
+  author={Cortina, Jose M},
+  journal={Journal of Management},
+  volume={19},
+  number={4},
+  pages={915--922},
+  year={1994},
+  publisher={Elsevier}
+}
+@article{graham2003confronting,
+  title={Confronting multicollinearity in ecological multiple regression},
+  author={Graham, Michael H},
+  journal={Ecology},
+  volume={84},
+  number={11},
+  pages={2809--2815},
+  year={2003},
+  publisher={Eco Soc America}
+}
+@misc{jacob2003applied,
+  title={Applied multiple regression/correlation analysis for the behavioral sciences/.},
+  author={Jacob Cohen, Patricia Cohen and West, Leona S Aiken and Cohen, Jacob and West, Stephen G Aiken},
+  year={2003},
+  publisher={Mahwah, NJ, USA: Lawrence Erlbaum Associates}
+}
+@article{derksen2011backward,
+	author = "Derksen, Shelley and Keselman, HJ",
+	journal = "British Journal of Mathematical and Statistical Psychology",
+	number = "2",
+	pages = "265--282",
+	publisher = "Wiley Online Library",
+	title = "{Backward, forward and stepwise automated subset selection algorithms: Frequency of obtaining authentic and noise variables}",
+	volume = "45",
+	year = "1992"
+}
+
+@article{pasha2002selection,
+	author = "Pasha, GR",
+	journal = "Population",
+	number = "1",
+	pages = "2",
+	title = "{Selection of variables in multiple regression using stepwise regression}",
+	volume = "1",
+	year = "2002"
+}
+
+@article{thompson1978selection,
+	author = "Thompson, Mary L",
+	journal = "International Statistical Review/Revue Internationale de Statistique",
+	pages = "1--19",
+	publisher = "JSTOR",
+	title = "{Selection of variables in multiple regression: Part I. A review and evaluation}",
+	year = "1978"
+}
+
+@article{murtaugh2009performance,
+	author = "Murtaugh, Paul A",
+	journal = "Ecology Letters",
+	number = "10",
+	pages = "1061--1068",
+	publisher = "Wiley Online Library",
+	title = "{Performance of several variable-selection methods applied to real ecological data}",
+	volume = "12",
+	year = "2009"
+}
+
+@article{arlot2010survey,
+	author = "Arlot, Sylvain and Celisse, Alain",
+	journal = "Statistics Surveys",
+	pages = "40--79",
+	publisher = "The author, under a Creative Commons Attribution License",
+	title = "{A survey of cross-validation procedures for model selection}",
+	volume = "4",
+	year = "2010"
+}
+
+@article{Zeng2011550,
+	author = "Zeng, Peng",
+	doi = "10.1016/j.jmva.2010.10.013",
+	issn = "0047-259X",
+	journal = "Journal of Multivariate Analysis",
+	keywords = "Fourier transform; Nonparametric hypothesis testing; Variable selection; Weighted chi-squared distribution",
+	note = "",
+	number = "3",
+	pages = "550--562",
+	title = "{A link-free method for testing the significance of predictors}",
+	url = "http://www.sciencedirect.com/science/article/pii/S0047259X10002198",
+	volume = "102",
+	year = "2011"
+}
+
+@article{neath2010bayesian,
+	author = "Neath, Andrew A and Cavanaugh, Joseph E",
+	journal = "International Statistical Review",
+	number = "2",
+	pages = "257--270",
+	publisher = "Wiley Online Library",
+	title = "{Bayesian Estimation of Prediction Error and Variable Selection in Linear Regression}",
+	volume = "78",
+	year = "2010"
+}
+
+@article{bartlett2002
+	year=2002,
+	author = "Bartlett, PeterL. and Boucheron, St{\'e}phane and Lugosi, G{\'a}bor",
+	doi = "10.1023/A:1013999503812",
+	issn = "0885-6125",
+	issue = "1-3",
+	journal = "Machine Learning",
+	keywords = "model selection; penalization; concentration inequalities; empirical penalties",
+	language = "English",
+	pages = "85--113",
+	publisher = "Kluwer Academic Publishers",
+	title = "{Model Selection and Error Estimation}",
+	url = "http://dx.doi.org/10.1023/A:1013999503812",
+	volume = "48"
+}
+@article{fischerstatistik,
+  title={Statistik mit Neuronalen Netzen. Eine anwendungsorientierte Einf{\"u}hrung},
+  author={Fischer, Andreas}
+}
+