An Introduction to Statistical Learning: with Applications in R von James, Gareth, Witten, Daniela, Hastie, Trevor, Tibshirani, Robert

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Airway Mucin Concentration as a Marker of Chronic Bronchitis von Kesimer, Mehmet, Ford, Amina A, Ceppe, Agathe, Radicioni, Giorgia, Cao, Rui, Davis, C. William, Doerschuk, Claire M, Alexis, Neil E, Anderson, Wayne H, Henderson, Ashley G, Barr, R. Graham, Bleecker, Eugene R, Christenson, Stephanie A, Cooper, Christopher B, Han, MeiLan K, Hansel, Nadia N, Hastie, Annette T, Hoffman, Eric A, Kanner, Richard E, Martinez, Fernando, Paine, Robert, Woodruff, Prescott G, O’Neal, Wanda K, Boucher, Richard C

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Sputum neutrophil counts are associated with more severe asthma phenotypes using cluster analysis von Moore, Wendy C., MD, Hastie, Annette T., PhD, Li, Xingnan, PhD, MS, Li, Huashi, MS, Busse, William W., MD, Jarjour, Nizar N., MD, Wenzel, Sally E., MD, Peters, Stephen P., MD, PhD, Meyers, Deborah A., PhD, Bleecker, Eugene R., MD

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Modeling and predicting osteoarthritis progression: data from the osteoarthritis initiative von Halilaj, E., Le, Y., Hicks, J.L., Hastie, T.J., Delp, S.L.

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Mixed Sputum Granulocyte Longitudinal Impact on Lung Function in the Severe Asthma Research Program von Hastie, Annette T, Mauger, David T, Denlinger, Loren C, Coverstone, Andrea, Castro, Mario, Erzurum, Serpil, Jarjour, Nizar, Levy, Bruce D, Meyers, Deborah A, Moore, Wendy C, Phillips, Brenda R, Wenzel, Sally E, Fahy, John V, Israel, Elliot, Bleecker, Eugene R

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Plasma interleukin-6 concentrations, metabolic dysfunction, and asthma severity: a cross-sectional analysis of two cohorts von Peters, Michael C, MD, McGrath, Kelly Wong, MS, Hawkins, Gregory A, PhD, Hastie, Annette T, PhD, Levy, Bruce D, MD, Israel, Elliot, MD, Phillips, Brenda R, MS, Mauger, David T, PhD, Comhair, Suzy A, PhD, Erzurum, Serpil C, MD, Johansson, Mats W, PhD, Jarjour, Nizar N, MD, Coverstone, Andrea M, MD, Castro, Mario, MD, Holguin, Fernando, MD, Wenzel, Sally E, MD, Woodruff, Prescott G, MD, Bleecker, Eugene R, MD, Fahy, John V, Dr

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Variation in demersal fish species richness in the oceans surrounding New Zealand: an analysis using boosted regression trees von Leathwick, J. R., Elith, J., Francis, M. P., Hastie, T., Taylor, P.

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Airway mucin MUC5AC and MUC5B concentrations and the initiation and progression of chronic obstructive pulmonary disease: an analysis of the SPIROMICS cohort von Radicioni, Giorgia, Ceppe, Agathe, Ford, Amina A, Alexis, Neil E, Barr, R Graham, Bleecker, Eugene R, Christenson, Stephanie A, Cooper, Christopher B, Han, MeiLan K, Hansel, Nadia N, Hastie, Annette T, Hoffman, Eric A, Kanner, Richard E, Martinez, Fernando J, Ozkan, Esin, Paine, Robert, Woodruff, Prescott G, O'Neal, Wanda K, Boucher, Richard C, Kesimer, Mehmet

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Comparative performance of generalized additive models and multivariate adaptive regression splines for statistical modelling of species distributions von Leathwick, J.R., Elith, J., Hastie, T.

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eQTL of bronchial epithelial cells and bronchial alveolar lavage deciphers GWAS‐identified asthma genes von Li, X., Hastie, A. T., Hawkins, G. A., Moore, W. C., Ampleford, E. J., Milosevic, J., Li, H., Busse, W. W., Erzurum, S. C., Kaminski, N., Wenzel, S. E., Meyers, D. A., Bleecker, E. R.

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Biomarker surrogates do not accurately predict sputum eosinophil and neutrophil percentages in asthmatic subjects von Hastie, Annette T., PhD, Moore, Wendy C., MD, Li, Huashi, MS, Rector, Brian M., MS, Ortega, Victor E., MD, Pascual, Rodolfo M., MD, Peters, Stephen P., MD, PhD, Meyers, Deborah A., PhD, Bleecker, Eugene R., MD

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Analyses of asthma severity phenotypes and inflammatory proteins in subjects stratified by sputum granulocytes von Hastie, Annette T., PhD, Moore, Wendy C., MD, Meyers, Deborah A., PhD, Vestal, Penny L., MS, Li, Huashi, MS, Peters, Stephen P., MD, PhD, Bleecker, Eugene R., MD

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Effects of Age and Disease Severity on Systemic Corticosteroid Responses in Asthma von Phipatanakul, Wanda, Mauger, David T, Sorkness, Ronald L, Gaffin, Jonathan M, Holguin, Fernando, Woodruff, Prescott G, Ly, Ngoc P, Bacharier, Leonard B, Bhakta, Nirav R, Moore, Wendy C, Bleecker, Eugene R, Hastie, Annette T, Meyers, Deborah A, Castro, Mario, Fahy, John V, Fitzpatrick, Anne M, Gaston, Benjamin M, Jarjour, Nizar N, Levy, Bruce D, Peters, Stephen P, Teague, W Gerald, Fajt, Merritt, Wenzel, Sally E, Erzurum, Serpil C, Israel, Elliot

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Physical activity is associated with changes in knee cartilage microstructure von Halilaj, E., Hastie, T.J., Gold, G.E., Delp, S.L.

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working guide to boosted regression trees von Elith, J., Leathwick, J. R., Hastie, T.

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Using multivariate adaptive regression splines to predict the distributions of New Zealand's freshwater diadromous fish von LEATHWICK, J. R., ROWE, D., RICHARDSON, J., ELITH, J., HASTIE, T.

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Discovery of molecular subtypes in leiomyosarcoma through integrative molecular profiling von Beck, A H, Lee, C-H, Witten, D M, Gleason, B C, Edris, B, Espinosa, I, Zhu, S, Li, R, Montgomery, K D, Marinelli, R J, Tibshirani, R, Hastie, T, Jablons, D M, Rubin, B P, Fletcher, C D, West, R B, van de Rijn, M

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Chitinase 3-like-1 protects airway function despite promoting type 2 inflammation during fungal-associated allergic airway inflammation von Mackel, Joseph J, Garth, Jaleesa M, Jones, MaryJane, Ellis, Diandra A, Blackburn, Jonathan P, Yu, Zhihong, Matalon, Sadis, Curtiss, Miranda, Lund, Frances E, Hastie, Annette T, Meyers, Deborah A, Steele, Chad

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Obesity alters pathology and treatment response in inflammatory disease von Bapat, Sagar P., Whitty, Caroline, Mowery, Cody T., Liang, Yuqiong, Yoo, Arum, Jiang, Zewen, Peters, Michael C., Zhang, Ling-juan, Vogel, Ian, Zhou, Carmen, Nguyen, Vinh Q., Li, Zhongmei, Chang, Christina, Zhu, Wandi S., Hastie, Annette T., He, Helen, Ren, Xin, Qiu, Wenli, Gayer, Sarah G., Liu, Chang, Choi, Eun Jung, Fassett, Marlys, Cohen, Jarish N., Sturgill, Jamie L., Crotty Alexander, Laura E., Suh, Jae Myoung, Liddle, Christopher, Atkins, Annette R., Yu, Ruth T., Downes, Michael, Liu, Sihao, Nikolajczyk, Barbara S., Lee, In-Kyu, Guttman-Yassky, Emma, Ansel, K. Mark, Woodruff, Prescott G., Fahy, John V., Sheppard, Dean, Gallo, Richard L., Ye, Chun Jimmie, Evans, Ronald M., Zheng, Ye, Marson, Alexander

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Dispersal, disturbance and the contrasting biogeographies of New Zealand's diadromous and non-diadromous fish species von Leathwick, J.R, Elith, J, Chadderton, W.L, Rowe, D, Hastie, T

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