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Original Articles

Response-Surface Designs for Quantitative and Qualitative Variables

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Pages 423-428 | Published online: 23 Mar 2012

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (13)

Jiali Chen, Ling Ling & Chongqi Zhang. (2023) D- and A-optimal designs for multi-response mixture experiments with qualitative factors. Communications in Statistics - Theory and Methods 0:0, pages 1-19.
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V. Roshan Joseph, Evren Gul & Shan Ba. (2020) Designing computer experiments with multiple types of factors: The MaxPro approach. Journal of Quality Technology 52:4, pages 343-354.
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Monia Kabbari, Faten Fayala, Adel Ghith & Noureddine Liouane. (2017) Predicting stain repellency characteristics of knitted fabrics using fuzzy modeling and surface response methodology. The Journal of The Textile Institute 108:5, pages 683-691.
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Upendra Kumar Pradhan, Krishan Lal, Sukanta Dash & K. N. Singh. (2017) Design and analysis of mixture experiments with process variable. Communications in Statistics - Theory and Methods 46:1, pages 259-270.
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Amin Talebian-Kiakalaieh & Nor Aishah Saidina Amin. (2015) Single and Two-Step Homogeneous Catalyzed Transesterification of Waste Cooking Oil: Optimization by Response Surface Methodology. International Journal of Green Energy 12:9, pages 888-899.
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Selin Şahin, Zeynep İlbay & Ş. İsmail Kırbaşlar. (2015) Study on Optimum Extraction Conditions for Olive Leaf Extracts Rich in Polyphenol and Flavonoid. Separation Science and Technology 50:8, pages 1181-1189.
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Robert W. Mee. (2007) Optimal Three-Level Designs for Response Surfaces in Spherical Experimental Regions. Journal of Quality Technology 39:4, pages 340-354.
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Raymond H. Myers, Douglas C. Montgomery, G. Geoffrey Vining, Connie M. Borror & Scott M. Kowalski. (2004) Response Surface Methodology: A Retrospective and Literature Survey. Journal of Quality Technology 36:1, pages 53-77.
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M.L. Aggarwal, B.C. Gupta & Anita Bansal. (2000) Small Robust Response-Surface Designs for Quantitative and Qualitative Factors. American Journal of Mathematical and Management Sciences 20:1-2, pages 103-130.
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M.L. Aggarwal & Anita Bansal. (1998) Robust response surface design for quantitative and qualitative factors. Communications in Statistics - Theory and Methods 27:1, pages 89-106.
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R. Dennis Cook & ChristopherJ. Nachtsheim. (1989) Computer-Aided Blocking of Factorial and Response-Surface Designs. Technometrics 31:3, pages 339-346.
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Tobias L. Kordsmeyer, John Hunt, David A. Puts, Julia Ostner & Lars Penke. (2018) The relative importance of intra- and intersexual selection on human male sexually dimorphic traits. Evolution and Human Behavior 39:4, pages 424-436.
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G. D. Ower, J. Hunt & S. K. Sakaluk. (2016) Multivariate sexual selection on male tegmina in wild populations of sagebrush crickets, Cyphoderris strepitans (Orthoptera: Haglidae) . Journal of Evolutionary Biology 30:2, pages 338-351.
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Catriona Condon & Simon P. Lailvaux. (2016) Losing reduces maximum bite performance in house cricket contests. Functional Ecology 30:10, pages 1660-1664.
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Keyne Monro & Dustin J. Marshall. (2016) Unravelling anisogamy: egg size and ejaculate size mediate selection on morphology in free-swimming sperm. Proceedings of the Royal Society B: Biological Sciences 283:1834, pages 20160671.
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Clarissa M. House, Kim Jensen, James Rapkin, Sarah Lane, Kensuke Okada, David J. Hosken & John Hunt. (2015) Macronutrient balance mediates the growth of sexually selected weapons but not genitalia in male broad‐horned beetles. Functional Ecology 30:5, pages 769-779.
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C. Archer, Sarah Hempenstall, Nick Royle, Colin Selman, Sheridan Willis, James Rapkin, Jon Blount & John Hunt. (2015) Testing the Effects of DL-Alpha-Tocopherol Supplementation on Oxidative Damage, Total Antioxidant Protection and the Sex-Specific Responses of Reproductive Effort and Lifespan to Dietary Manipulation in Australian Field Crickets (Teleogryllus commodus). Antioxidants 4:4, pages 768-792.
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Devi Newcombe, John Hunt, Christopher Mitchell & Allen J. Moore. (2015) Maternal effects and maternal selection arising from variation in allocation of free amino acid to eggs. Ecology and Evolution 5:12, pages 2397-2410.
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Selin Şahin. (2015) A novel technology for extraction of phenolic antioxidants from mandarin (Citrus deliciosa Tenore) leaves: Solvent-free microwave extraction. Korean Journal of Chemical Engineering 32:5, pages 950-957.
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Michael D. Casler. (2015) Fundamentals of Experimental Design: Guidelines for Designing Successful Experiments. Agronomy Journal 107:2, pages 692-705.
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Zhenyu Yuan, Jie Yang, Yufeng Zhang & Xiwei Zhang. (2015) The optimization of air-breathing micro direct methanol fuel cell using response surface method. Energy 80, pages 340-349.
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Jungmin Kim, Byung-Gon Ryu, You-Jin Lee, Jong-In Han, Woong Kim & Ji-Won Yang. (2013) Continuous harvest of marine microalgae using electrolysis: effect of pulse waveform of polarity exchange. Bioprocess and Biosystems Engineering 37:7, pages 1249-1259.
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S. Gershman, M. Delcourt & H. D. Rundle. (2014) Sexual selection on D rosophila serrata male pheromones does not vary with female age or mating status . Journal of Evolutionary Biology 27:6, pages 1279-1286.
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Ali Mohammad Nikbakht, Ali Motevali & Saeid Minaei. (2014) Energy and exergy investigation of microwave assisted thin-layer drying of pomegranate arils using artificial neural networks and response surface methodology. Journal of the Saudi Society of Agricultural Sciences 13:2, pages 81-91.
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F. C. Ingleby, D. J. Hosken, K. Flowers, M. F. Hawkes, S. M. Lane, J. Rapkin, C. M. House, M. D. Sharma & J. Hunt. (2014) Environmental heterogeneity, multivariate sexual selection and genetic constraints on cuticular hydrocarbons in D rosophila simulans . Journal of Evolutionary Biology 27:4, pages 700-713.
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Maryam Khodadadi & Selim Kermasha. (2014) Modeling lipase-catalyzed interesterification of flaxseed oil and tricaprylin for the synthesis of structured lipids. Journal of Molecular Catalysis B: Enzymatic 102, pages 33-40.
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Osman Okur, Erdogan Alper & Ali Almansoori. (2014) Optimization of catalyst preparation conditions for direct sodium borohydride fuel cell using response surface methodology. Energy 67, pages 97-105.
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A. K. Lindholm, M. L. Head, R. C. Brooks, L. A. Rollins, F. C. Ingleby & S. R. K. Zajitschek. (2014) Causes of male sexual trait divergence in introduced populations of guppies. Journal of Evolutionary Biology 27:2, pages 437-448.
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K. Thirugnanasambandham & V. Sivakumar. (2014) Investigation on Fluidized Bed Bioreactor Treating Ice Cream Wastewater Using Response Surface Methodology and Artificial Neural Network. International Journal of Chemical Reactor Engineering 12:1, pages 563-573.
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Lei Huang, Jing Xie, Bo-yi Lv, Xiao-feng Shi, Guo-qiang Li, Feng-lai Liang & Jing-yan Lian. (2013) Optimization of nutrient component for diesel oil degradation by Acinetobacter beijerinckii ZRS. Marine Pollution Bulletin 76:1-2, pages 325-332.
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Onwita Boonsayompoo & Alissara Reungsang. (2013) Thermophilic biohydrogen production from the enzymatic hydrolysate of cellulose fraction of sweet sorghum bagasse by Thermoanaerobacterium thermosaccharolyticum KKU19: Optimization of media composition. International Journal of Hydrogen Energy 38:35, pages 15777-15786.
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Alexander K. Hill, John Hunt, Lisa L.M. Welling, Rodrigo A. Cárdenas, Michelle A. Rotella, John R. Wheatley, Khytam Dawood, Mark D. Shriver & David A. Puts. (2013) Quantifying the strength and form of sexual selection on men's traits. Evolution and Human Behavior 34:5, pages 334-341.
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Geoffrey D. Ower, Kevin A. Judge, Sandra Steiger, Kyle J. Caron, Rebecca A. Smith, John Hunt & Scott K. Sakaluk. (2013) Multivariate sexual selection on male song structure in wild populations of sagebrush crickets, Cyphoderris strepitans (Orthoptera: Haglidae) . Ecology and Evolution 3:10, pages 3590-3603.
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Zeynep İlbay, Selin Şahin & Ş İsmail Kırbaşlar. (2013) Optimisation of ultrasound‐assisted extraction of rosehip ( Rosa canina L.) with response surface methodology . Journal of the Science of Food and Agriculture 93:11, pages 2804-2809.
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Osman Okur, Çiğdem İyigün Karadağ, Fatma Gül Boyacı San, Emin Okumuş & Gamze Behmenyar. (2013) Optimization of parameters for hot-pressing manufacture of membrane electrode assembly for PEM (polymer electrolyte membrane fuel cells) fuel cell. Energy 57, pages 574-580.
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Paul A. De Luca, Luc F. Bussière, Daniel Souto-Vilaros, Dave Goulson, Andrew C. Mason & Mario Vallejo-Marín. (2012) Variability in bumblebee pollination buzzes affects the quantity of pollen released from flowers. Oecologia 172:3, pages 805-816.
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Amin Talebian-Kiakalaieh, Nor Aishah Saidina Amin, Alireza Zarei & Iman Noshadi. (2013) Transesterification of waste cooking oil by heteropoly acid (HPA) catalyst: Optimization and kinetic model. Applied Energy 102, pages 283-292.
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Muneer M. Ba-Abbad, Abdul Amir H. Kadhum, Abu Bakar Mohamad, Mohd S. Takriff & Kamaruzzaman Sopian. (2013) Optimization of process parameters using D-optimal design for synthesis of ZnO nanoparticles via sol–gel technique. Journal of Industrial and Engineering Chemistry 19:1, pages 99-105.
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Jacqueline L. Sztepanacz & Howard D. Rundle. (2012) REDUCED GENETIC VARIANCE AMONG HIGH FITNESS INDIVIDUALS: INFERRING STABILIZING SELECTION ON MALE SEXUAL DISPLAYS IN DROSOPHILA SERRATA . Evolution 66:10, pages 3101-3110.
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Melody Porlier, Anne Charmantier, Patrice Bourgault, Philippe Perret, Jacques Blondel & Dany Garant. (2012) Variation in phenotypic plasticity and selection patterns in blue tit breeding time: between‐ and within‐population comparisons. Journal of Animal Ecology 81:5, pages 1041-1051.
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Jeffrey T. Wright, Paul E. Gribben, James E. Byers & Keyne Monro. (2012) Invasive ecosystem engineer selects for different phenotypes of an associated native species. Ecology 93:6, pages 1262-1268.
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Mohammad A. Zahed, Hamidi A. Aziz, Mohamed H. Isa & Leila Mohajeri. (2011) Response Surface Analysis to Improve Dispersed Crude Oil Biodegradation. CLEAN – Soil, Air, Water 40:3, pages 262-267.
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Muhammet Demirel & Berkant Kayan. (2012) Application of response surface methodology and central composite design for the optimization of textile dye degradation by wet air oxidation. International Journal of Industrial Chemistry 3:1, pages 24.
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Theodore T. Allen & Shih‐Hsien Tseng. (2011) Variance plus bias optimal response surface designs with qualitative factors applied to stem choice modeling. Quality and Reliability Engineering International 27:8, pages 1199-1210.
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Sandra H. South, Clarissa M. House, Allen J. Moore, Stephen J. Simpson & John Hunt. (2011) MALE COCKROACHES PREFER A HIGH CARBOHYDRATE DIET THAT MAKES THEM MORE ATTRACTIVE TO FEMALES: IMPLICATIONS FOR THE STUDY OF CONDITION DEPENDENCE. Evolution 65:6, pages 1594-1606.
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A.R. Najafi, M.R. Rahimpour, A.H. Jahanmiri, R. Roostaazad, D. Arabian & M. Soleimani. (2010) Response surface methodology as an approach to optimize growth medium of indigenous strain of Bacillus mycoides for production of biosurfactant. Response surface methodology as an approach to optimize growth medium of indigenous strain of Bacillus mycoides for production of biosurfactant.
Duncan O. S. Gillespie, Mirkka Lahdenperä, Andrew F. Russell & Virpi Lummaa. (2010) Pair‐Bonding Modifies the Age‐Specific Intensities of Natural Selection on Human Female Fecundity. The American Naturalist 176:2, pages 159-169.
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Jean M. Drayton, Richard N. C. Milner, John Hunt & Michael D. Jennions. (2010) INBREEDING AND ADVERTISEMENT CALLING IN THE CRICKET TELEOGRYLLUS COMMODUS: LABORATORY AND FIELD EXPERIMENTS. Evolution, pages no-no.
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MATTHEW D. HALL, LUC F. BUSSIÈRE, MARCO DEMONT, PAUL I. WARD & ROBERT C. BROOKS. (2010) Competitive PCR reveals the complexity of postcopulatory sexual selection in Teleogryllus commodus . Molecular Ecology 19:3, pages 610-619.
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Matthew D. Hall, Luke McLaren, Robert C. Brooks & Simon P. Lailvaux. (2010) Interactions among performance capacities predict male combat outcomes in the field cricket. Functional Ecology 24:1, pages 159-164.
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P. Z. G. Qian & C. F. J. Wu. (2009) Sliced space-filling designs. Biometrika 96:4, pages 945-956.
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Zhanmei Zhang & Huaili Zheng. (2009) Optimization for decolorization of azo dye acid green 20 by ultrasound and H2O2 using response surface methodology. Journal of Hazardous Materials 172:2-3, pages 1388-1393.
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Jinyuan Wang & William C. Schnute. (2009) Optimizing mass spectrometric detection for ion chromatographic analysis. I. Common anions and selected organic acids. Rapid Communications in Mass Spectrometry 23:21, pages 3439-3447.
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Michael M. Kasumovic, Damian O. Elias, David Punzalan, Andrew C. Mason & Maydianne C.B. Andrade. (2009) Experience affects the outcome of agonistic contests without affecting the selective advantage of size. Animal Behaviour 77:6, pages 1533-1538.
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M. D. HALL, L. F. BUSSIÈRE & R. BROOKS. (2009) Diet‐dependent female evolution influences male lifespan in a nuptial feeding insect. Journal of Evolutionary Biology 22:4, pages 873-881.
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Susanne R. K. Zajitschek & Robert C. Brooks. (2008) Distinguishing the Effects of Familiarity, Relatedness, and Color Pattern Rarity on Attractiveness and Measuring Their Effects on Sexual Selection in Guppies ( Poecilia reticulata ) . The American Naturalist 172:6, pages 843-854.
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Matthew D. Hall, Luc F. Bussière, John Hunt & Robert Brooks. (2008) EXPERIMENTAL EVIDENCE THAT SEXUAL CONFLICT INFLUENCES THE OPPORTUNITY, FORM AND INTENSITY OF SEXUAL SELECTION. Evolution 62:9, pages 2305-2315.
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Hasan Ceylan, Senol Kubilay, Nahit Aktas & Nurettin Sahiner. (2008) An approach for prediction of optimum reaction conditions for laccase-catalyzed bio-transformation of 1-naphthol by response surface methodology (RSM). Bioresource Technology 99:6, pages 2025-2031.
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Duncan O.S Gillespie, Andrew F Russell & Virpi Lummaa. (2008) When fecundity does not equal fitness: evidence of an offspring quantity versus quality trade-off in pre-industrial humans. Proceedings of the Royal Society B: Biological Sciences 275:1635, pages 713-722.
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M. W. BLOWS. (2006) Complexity for complexity's sake?. Journal of Evolutionary Biology 20:1, pages 39-44.
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J. HUNT, J. B. WOLF & A. J. MOORE. (2006) The biology of multivariate evolution. Journal of Evolutionary Biology 20:1, pages 24-27.
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Nahit Aktaş, İ. Hakkı Boyacı, Mehmet Mutlu & Abdurrahman Tanyolaç. (2006) Optimization of lactose utilization in deproteinated whey by Kluyveromyces marxianus using response surface methodology (RSM). Bioresource Technology 97:18, pages 2252-2259.
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Alain Baron, Jean-Marc Dénes & Christine Durier. (2006) High-pressure treatment of cloudy apple juice. LWT - Food Science and Technology 39:9, pages 1005-1013.
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Steven G. Gilmour. (2005) Response Surface Designs for Experiments in Bioprocessing. Biometrics 62:2, pages 323-331.
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P. G. Kraft, C. E. Franklin & M. W. Blows. (2006) Predator-induced phenotypic plasticity in tadpoles: extension or innovation?. Journal of Evolutionary Biology 19:2, pages 450-458.
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A. Skroblin & M.W. Blows. (2006) Measuring natural and sexual selection on breeding values of male display traits in Drosophila serrata . Journal of Evolutionary Biology 19:1, pages 35-41.
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Howard D Rundle, Stephen F Chenoweth, Paul Doughty & Mark W Blows. (2005) Divergent Selection and the Evolution of Signal Traits and Mating Preferences. PLoS Biology 3:11, pages e368.
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Ghibom Bhak, Minkyung Song, Seungyong Lee & Seokhwan Hwang. (2005) Response Surface Analysis of Solid State Growth of Pleurotus ostreatus Mycelia utilizing Whey Permeate. Biotechnology Letters 27:20, pages 1537-1541.
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Stephen F. Chenoweth & Mark W. Blows. (2005) Contrasting Mutual Sexual Selection on Homologous Signal Traits in Drosophila serrata . The American Naturalist 165:2, pages 281-289.
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Lisa K. Miller & Robert Brooks. (2005) THE EFFECTS OF GENOTYPE, AGE, AND SOCIAL ENVIRONMENT ON MALE ORNAMENTATION, MATING BEHAVIOR, AND ATTRACTIVENESS. Evolution 59:11, pages 2414.
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