Muller Publications

Books

  • Kleinbaum, D. G., Kupper, L. L., Nizam, A. & Muller, K. E. (2007). Applied Regression Analysis and Other Multivariable Methods. Fourth Edition. Boston: Duxbury Press.

  • Muller, K. E., & Stewart, P.W. (2006). Linear Model Theory; Univariate, Multivariate, and Mixed Models. New York: Wiley.

  • Muller, K. E., & Fetterman, B. A. (2002). A Unified Approach to Regression and ANOVA: Theory and Applications Using SAS® Software. Cary, NC: SAS Institute.

 Refereed Articles

  •  Cardel MI, Johnson SL, Beck J, Dhurandhar E, Keita AD, Tomczik AC, Pavela G, Huo T, Janicke DM, Muller K, et al. The effects of experimentally manipulated social status on acute eating behavior: A randomized, crossover pilot study. 2016 Apr 16. Physiological Behavior, 162, 93-101. PMCID: PMC4899290
  • Thompson LA, Wegman M, Muller KE, Muszynski M, Rathore M, De Leon J, Shenkman EA and the Health IMPACTS for Florida Network (2016) Improving adolescent health risk assessment: a multi-method pilot study. Maternal and Child Health Journal. DOI 10.1007/s10995-016-2070-5135 PMID: 27406154 [PubMed – in process]
  •  Ringham BA, Kreidler SM, Muller KE, Glueck DH (2016). Multivariate test power approximations for balanced linear mixed models in studies with missing data. Statistics in Mededicine, 35, 2921-2937. PMCID: PMC4879605
  • Shenkman E, Muller K, Vogel B, Nixon SJ, Wagenaar AC, Case K, Guo Y, Wegman M, Aric J and Stoner D (2015) The wellness incentives and navigation project: design and methods. BMC Health Services Research, 15 (579). PMCID: PMC4696169
  • Johnson JL, Kreidler SM, Catellier DJ, Murray DM, Muller KE, Glueck DH (2015) Recommendations for choosing an analysis method that controls Type I error for unbalanced cluster sample designs with Gaussian outcomes. Statistics in Medicine, doi: 10.1002/sim.6565. [Epub ahead of print] PubMed PMID: 26089186.
  • Wegman MP, Herndon JB, Muller KE, Graham GN, Vogel WB, Case KH, Lee JA, Van Voorhis MF, Shenkman EA. Quality of care for chronic conditions among disabled medicaid enrollees: an evaluation of a 1915 (b) and (c) waiver program. Medical Care, 53(7):599-606. doi: 10.1097/MLR.0000000000000371. PMCID: PMC4510474.
  •  Logan HL, Guo Y, Emanuel AS, Shepperd JA, Dodd VJ, Marks JG, Muller KE, Riley JL 3rd. (2015) Determinants of first-time cancer examinations in a rural community: a mechanism for
    behavior change. American Journal of Public Health, 105(7), 1424-31. PMCID: PMC4463403.
  • Munjal A, Sakhadeo UR, Muller KE, Glueck DH, Kreidler SM (2014) GLIMMPSE Lite: calculating power and sample size on smartphone devices. PLoS One, 9(12):e102082. doi: 10.1371/journal.pone.0102082. PMCID: PMC4277287.
  • Simpson SL, Edwards LJ, Styner MA, and Muller KE (2014) Separability tests for high- dimensional, low sample size multivariate repeated measures data, Journal of Applied Statistics, (In press).
  • Guo Y, Logan HL, Dodd VJ, Muller KE, Marks JG, Riley JL, 3rd (2014) Health literacy: a pathway to better oral health, American Journal of Public Health, (In press).
  •  Andridge RR, Shobena AB, Muller KE, and Murray DM (2014) Analytic methods for individually randomized group treatment trials and group-randomized trials when subjects belong to multiple groups, Statistics in Medicine, DOI: 10.1002/sim.6083. NIHMS # 551052.
  •  Ringham BM, Alonzo TA, Brinton JT, Kreidler SM, Munjal A, Muller KE, and Glueck DH (2014) Reducing decision errors in the paired comparison of the diagnostic accuracy of screening tests with Gaussian outcomes, BMC Medical Research Methodology, 14:37. DOI: 10.1186/1471-2288-14-37.
  •  Park KE, Huo T, Muller KE, Aranda JM, Hill JA, and Anderson RD (2014) Drug-eluting stents may not reduce target lesion revascularization in cardiac allograft vasculopathy, Journal of Interventional Cardiology, PMCID: not needed. 27, 80-85. http://onlinelibrary.wiley.com/doi/10.1111/joic.12088/pdf.
  •  Simpson, SL, Edwards LJ, Styner MA, and Muller KE (2014) Kronecker product linear exponent AR(1) correlation structures for multivariate repeated measures, http://dx.plos.org/10.1371/journal.pone.0088864. PMCID: In-progress. PLOS One, 9(2), e88864,
  • Chi YY, Gribbin MJ, Johnson JL, and Muller KE (2014) Power calculation for overall hypothesis testing with high-dimensional commensurate outcomes, Statistics in Medicine, 33 812–827 [PubMed – in process] DOI: 10.1002/sim.5986. NIHMSID # 531687.
  •  Cascio C, Gribbin MJ, Gouttard S, Smith RG, Jomier M, Field S, Graves M, Hazlett HC, Muller KE, Gerig G and Piven J (2013) Fractional anisotropy distributions in 2- to 6-year-old children with autism, Journal of Intellectual Disability Research, 57(11), 1037–1049. doi:10.1111/j.1365-2788.2012.01599.x.
  •  Logan HL, Guo Y, Dodd VJ, Muller KE, and Riley JL (2013) The burden of chronic diseases in a rural North Florida sample, BMC Public Health, 13:906, http://www.biomedcentral.com/1471-2458/13/90. PMCID: PMC3849941.
  • da Silva VR, Rios-Avila L, Lamers Y, Ralat MA, Midttun Ø, Quinlivan EP, Garrett TJ, Coats B, Shankar MN, Percival SS, Chi YY, Muller KE, Ueland PM, Stacpoole PW, and Gregory JF II (2013) Metabolite profile analysis reveals functional effects of 28-day vitamin B-6 restriction on one-carbon metabolism and tryptophan catabolic pathways in healthy men and women, Journal of Nutrition, epub doi: 10.3945/jn.113.180588. PMCID: PMC3796343.
  • Guo Y, Logan HL, Glueck DH, and Muller KE (2013) Selecting a sample size for studies with repeated measures, BMC Medical Research Methodology, 13:100, PMID: 23902644 [PubMed – in process] PMCID: PMC3734029. http://www.biomedcentral.com/1471-2288/13/10.
  •  Gregory JF III, Park Y, Lamers Y, Bandyopadhyay N, Chi YY, Lee K, Kim S, da Silva V, Hove N, Ranka S, Kahveci T, Muller KE, Stevens RD, Newgard CB, Stacpoole PW, and Jones DP (2013) Metabolomic analysis reveals extended metabolic consequences of marginal vitamin B-6 deficiency in healthy human subjects, PLoS ONE, 8(6): e63544. doi:10.1371/journal.pone.0063544. PMID 23776431. PMCID: PMC3679127.
  •  Kreidler SM, Muller KE, Grunwald GK, Ringham BM, Coker-Dukowitz ZT, Sakhadeo UR, Barón AE, and Glueck DH (2013) GLIMMPSE: online power computation for linear models with and without a baseline covariate, Journal of Statistical Software, 54(10). PMCID: PMC3882200.
  • Gribbin MJ, Chi YY, Stewart PW, and Muller KE (2013) Confidence regions for repeated measures ANOVA power curves based on estimated covariance, BMC Medical Research Methodology, 13:57, DOI 10.1186/1471-2288-13-57, http://www.biomedcentral.com/1471-2288/13/57. PMCID: PMC3738257
  • Logan HL, Shepperd JA, Pomery EA, Guo Y, Muller KE, Dodd VJ, and Riley JL, 3rd (2013). Increasing screening intentions for oral and pharyngeal cancer, Annals of Behavioral Medicine, 46, 96-106. doi: 10.1007/s12160-013-9480-z. PMID: 23479338. PMCID: PMC3706731.
  •  Riley, JL, Pomery E, Dodd V, Muller KE, Guo Y, and Logan HL (2013) Disparities in knowledge of mouth or throat cancer among rural Floridians, 10.1111/jrh.12003. PMCID: PMC3695415. Journal of Rural Health, 29, 294–303. doi:
  • Chi YY and Muller KE (2013) Two step hypothesis testing when the number of variables exceeds the sample size, Communications in Statistics Simulation and Computation, 42, 1113-1125. NIHMSID # 446126.
  • Kairalla JA, Coffey CS, Thomann MA, and Muller KE (2012) Adaptive trial designs: a review of barriers and opportunities, PMCID: PMC3519822. Trials, 13:145. DOI: 10.1186/1745-6215-13-145. PMID: 22917111.
  •  Zhao M, Lamers Y, Ralat MA, Coats BS, Chi YY, Muller KE, Bain JR, Shankar MN, Newgard CB, Stacpoole PW, and Gregory JF (2012) Marginal vitamin B-6 deficiency decreases plasma n-3 and n-6 polyunsaturated fatty acid concentrations in health men and women, Journal of Nutrition, 142, 1791-1797. PMID: 22955512. PMCID: PMC3442793.
  • Riley JL, 3rd, Dodd VJ, Muller KE, Guo Y, and Logan HL (2012) Psychosocial factors associated with mouth or throat exams in rural Florida, PMCID: PMC3375168. American Journal of Public Health, 102, e7-e14.
  • Chi YY, Gribbin MJ, Lamers Y, Gregory JF, and Muller KE (2012) Global hypothesis testing for high dimensional repeated measures outcomes, Statistics in Medicine, 31, 724-742 (wileyonlinelibrary.com) DOI: 10.1002/sim.4435. PMCID: PMC3396026.
  •  Gurka MJ, Edwards LJ, and Muller KE (2011) Avoiding bias in mixed model inference for fixed effects, Statistics in Medicine, 30, 2696–2707. PMID:21751227. PMCID: PMC3396027.
  •  Buckler AJ, Aerts HJWL, Bendriem B, Bendtsen C, Boellaard R, Boone JM, Bresolin L, Cole PE, Conklin JJ, Dorfman GS, Douglas PS, Dunnick NR, Eidsaunet W, Elsinger C, Frank RA, Gatsonis C, Giger ML, Gustafson D, Gupta SN, Hoekstra OS, Jackson EF, Karam L, Kelloff, GJ, Kinahan PE, McLennan G, Miller CG, Mozley PD, Muller KE, Patt R, Raunig D, Rosen M, Rupani H, Schwartz LH, Siegel BA, Sorensen AG, Wahl RL, Waterton JC, Wolf W, Zahlmann G, Zimmerman B, and Sullivan DC (2011) Quantitative imaging test approval and biomarker qualification: inter- related but distinct activities, Radiology, 259, 875-84, PMID: 21325035. PMCID: Not needed.
  •  Buckler AJ, Aerts HJWL, Bendriem B, Bendtsen C, Boellaar R, Boone JM, Bresolin L, Burstein D, Cole PE, Conklin JJ, Dorfman GS, Douglas PS, Dunnick NR, Eidsaunet W, Elsinger C, Frank RA, Gatsonis C, Giger ML, Gustafson D, Gupta SN, Hoekstra OS, Jackson EF, Karam L, Kelloff GJ, Kinahan PE, McLennan G, Miller CG, Mozley PD, Muller KE, O’Donnell K, Patt R, Raunig D, Rosen M, Rupani H, Schwartz LH, Siegel BA, Sorensen AG, Wahl RL, Waterton JC, Wolf W, Zahlmann G, Zimmerman B, and Sullivan DC (2011) A collaborative enterprise for multi-stakeholder participation in the advancement of quantitative imaging, PMID: 21339352. PMCID: Not needed. Radiology, 258, 906-914,
  •  Simpson SL, Edwards LJ, Muller KE Sen PK, and Styner MA (2010) A linear exponent AR(1) family of correlation structures, Statistics in Medicine, 29, 1825–1838. PMID: 20658550. NIHMS#: 577018
  • Chi YY and Muller KE (2010) Using scientifically and statistically sufficient statistics in comparing image segmentations, Statistics and Its Interface, 3, 91-101. NIHMS#: 579681
  • Clement-Spychala ME, Couper D, Zhu H, and Muller KE (2010) Approximating the Geisser- Greenhouse sphericity estimator and its applications to diffusion tensor imaging, Statistics and Its Interface, 3, 81-90. NIHMS# 579691
  • Kairalla JA, Muller KE, and Coffey CS (2010) Combining an internal pilot with an interim analysis for single degree of freedom tests, Communications in Statistics, Theory and Methods, 39(20), 3717 – 3738. PMCID: PMC2965034.
  • Cheng J, Edwards LJ, Maldonado-Molina MM, Komro KA, and Muller KE (2010) Real longitudinal data analysis for real people: building a good enough mixed model, Statistics in Medicine, 29, 504-520. PMCID: PMC2811235.
  • Glueck DH, Karimpour-Fard A, Mandel J, and Muller KE (2010) On probabilities for separating sets of order statistics, Statistics: A Journal of Theoretical and Applied Statistics, 44, 145-153, doi:10.1080/02331880902986984. PMID: 21243084. PMCID: PMC3020799.
  • Ahmadi A, Li Q, Muller KE, Collins D, Valentine JF, Drane W, and Polyak S (2010) Diagnostic value of noninvasive combined fluorine-18 labeled fluoro-2-deoxy-D-glucose positron emission tomography and computed tomography enterography in active Crohn’s disease, Inflammatory Bowel Disease, 16, 974–981, DOI 10.1002/ibd.21153. PMCID: IN-PROCESS.
  • Glueck DH, Lamb MM, O’Donnell CI, Ringham BM, Brinton JT, Muller KE, Lewin JM, Alonzo TA, and Pisano ED (2009) Bias in trials comparing paired continuous tests can cause researchers to choose the wrong screening modality, PMC2657218. BMC Medical Research Methodology, 9, 1-14. PMCID:
  • Saxonhouse MA, Garner R, Mammel L, Li Q, Muller KE, Greywoode J, Miller C, and Sola-Visner M (2009) Closure Times Measured by the Platelet Function Analyzer PFA-100® Are Longer in Neonatal Blood Compared to Cord Blood Samples, Neonatology, 97(3), 242-249.
  • Johnson JL, Muller KE, Slaughter JC, Gurka MJ, Gribbin MJ, and Simpson SL (2009) POWERLIB: SAS/IML software for computing power in multivariate linear models, Journal of Statistical Software, 30(5) 1-27. http://www.jstatsoft.org/v30/i05/paper. NIHMS# 579715
  •  Kairalla JA, Coffey CS, and Muller KE (2008) GLUMIP 2.0: SAS/IML software for planning internal pilots, Journal of Statistical Software, 28(7), 1-32, http://www.jstatsoft.org/v28/i07. PMCID: IN-PROCESS.
  • Edwards LJ, Muller KE, Wolfinger RD, Qaqish BF and Schabenberger O (2008) An R-square statistic for fixed effects in the linear mixed model, Statistics in Medicine, 27, 6137-6157. PMCID: PMC2587505.
  •  Glueck DH, Mandel J, Karimpour-Fard A, Hunter L, and Muller KE (2008) Exact calculations of average power for the Benjamini-Hochberg procedure, International Journal of Biostatistics, 4, article 11, http://www.bepress.com/ijb/vol4/iss1/11. PMID: 21243075. PMCID: PMC3020656.
  •  Glueck DH, Karimpour-Fard A, Mandel J, Hunter L, and Muller KE (2008) Fast computation by block permanents of cumulative distribution functions of order statistics from several populations, Communications in Statistics, Theory and Methods, PMC2768298. 37, 2815-2824.PMID: 19865590. PMCID:
  • Glueck DH, Muller KE, Karimpour-Fard A, and Hunter L (2008) Expected power for the false discovery rate with independence, Communications in Statistics, Theory and Methods, 37, 1855-1866 PMID: 20975846. PMCID: PMC2962418.
  •  Komro K, Maldonado-Molina M, Tobler A, Bonds J, and Muller KE (2007) Effects of home access and availability of alcohol on young adolescents’ alcohol use, Addiction, 102, 1597–1608.
  •  Ahn J, Marron JS, Muller KE, and Chi YY (2007) The high dimension, low sample size geometric representation holds under mild conditions, Biometrika, 94, 760-766.
  •  Gurka MJ, Coffey CS and, Muller KE (2007) Internal pilots for a class of linear mixed models with Gaussian and compound symmetric data, Statistics in Medicine, 26, 4083–4099.
  •  Muller KE, Edwards LJ, Simpson SL, and Taylor DJ (2007) Statistical tests with accurate size and power for balanced linear mixed models, Statistics in Medicine, 26, 3639–3660. PMID: 17394132.
  •  Coffey CS, Kairalla JA, and Muller KE (2007) Practical methods for bounding type I error rates with an internal pilot design, Communications in Statistics – Theory and Methods, 36, 2143 – 2157.
  • Kim H, Gribbin MJ, Muller KE, and Taylor DJ (2006) Analytic and computational forms for the ratio of a noncentral chi square and a Gaussian quadratic form, Journal of Computational and Graphical Statistics, 15, 443-459. PMCID: PMC3704188.
  •  Gurka MJ, Edwards LJ, Muller KE, and Kupper LL (2006) Extending the Box-Cox transformation to the linear mixed model, Journal of the Royal Statistical Society Series A, Statistics in Society, 169, 255-272.
  • Kim HH, Pisano ED, Cole EB, Jiroutek MR, Muller KE, Zheng Y, Kuzmiak CM, and Koomen MA (2006) Comparison of specificity for calcifications in digital mammography using softcopy display versus screen-film mammography, American Journal of Roentgenology, 187, 47-50.
  • Cole E, Pisano E, Zeng D, Muller KE, Aylward S, Park S, Kuzmiak C, Koomen M, Pavic D, Walsh R, Baker J, Gimenez E, and Freimanis R (2005) The effects of grey scale image processing on digital mammography interpretation performance, Academic Radiology, 12, 585-595.
  • Hemminger BM, Molina PL, Egan TM, Detterbeck FC, Muller KE, Coffey CS, and Lee JKT (2005) Assessment of realtime 3D visualization for cardiothoracic diagnostic evaluation and surgery planning, Journal of Digital Imaging, 18, 145-153. PMCID: PMC3046705.
  •  Rao M, Stough J, Chi Y, Muller KE, Tracton G, Pizer SM, and Chaney EL (2005) Comparison of human and automatic segmentations of kidneys from CT images, International Journal of Radiation Oncology, Biology and Physics, 61, 954-960.
  •  Bullitt E, Ewend MG, Aylward S, Lin W, Gerig G, Joshi S, Jung I, Muller KE and Smith JK (2004) Abnormal vessel tortuosity as a marker of treatment response of malignant gliomas: preliminary report, PMC2430601. Technology in Cancer Research and Treatment, 3, 577-584. PMCID:
  •  Bullitt E, Muller KE, Jung I, Lin W, and Aylward SR (2004) Analyzing attributes of vessel populations, Medical Image Analysis, 9, 39-49. PMCID: PMC2430268.
  •  Greven S, Bailer AJ, Kupper LL, Muller KE, and Craft JL (2004) A parametric model for studying organism fitness using step-stress experiments, Biometrics, 60, 793-799.
  • Kistner EO and Muller KE (2004) Exact distributions of intraclass correlation and Cronbach’s alpha with Gaussian data and general covariance, Psychometrika, 69, 459-474.
  •  Pizer SM, Chen JZ, Fletcher PT, Fridman Y, Fritsch DS, Gash AG, Glotzer JM, Jiroutek MR, Joshi S, Lu C, Muller KE, Thall A, Tracton G,Yushkevich P and Chaney EL (2003) Deformable m- reps for 3D medical image segmentation, International Journal of Computer Vision, 55, 85-106. PMCID: PMC3697155.
  •  Jiroutek MR, Muller KE, Kupper LL, and Stewart PW (2003) A new method for choosing sample size for confidence interval-based inferences, Biometrics, 59, 580-590.
  •  Coffey CS and Muller KE (2003) Properties of internal pilots with the univariate approach to repeated measures, Statistics in Medicine, 22, 2469-2485.
  •  Glueck DH and Muller KE (2003) Adjusting power for a baseline covariate in a linear model, Statistics in Medicine, 22, 2535-2551. PMCID: PMC2755504.
  •  Cole EB, Pisano ED, Kistner EO, Muller KE, Yaffe MJ, Brown ME, Conant EF, Fajardo LL, Feig SA, Jong RA, Kopans DB, Maidment ADA, Shumak R, Staiger MJ, Williams MB, Kuzmiak CM, Freimanis RI, Lesko N, Rosen EL, Sanders E, Soo MS, Vo T, Walsh R, Williford M, and Braeuning MP (2002) Diagnostic accuracy of digital mammography in patients with dense breasts who underwent problem-solving: effects of image processing and lesion type, Radiology, 226, 153-160.
  •  Rosenthal M, State A, Lee J, Hirota G, Ackerman J, Keller K, Pisano ED, Jiroutek MR, Muller KE, and Fuchs H (2002) Augmented reality guidance for needle biopsies: an initial randomized, controlled trial in phantoms, Medical Image Analysis, 6, 313-320.
  •  Phillips BL, Jiroutek MR, Tracton G, Elfervig M, Muller KE, and Chaney EL (2002) Thresholds for human detection of patient setup errors in digitally reconstructed portal images of prostate fields, International Journal of Radiation Oncology, Biology, Physics, 54, 270-277.
  •  Pisano ED, Cole EB, Kistner EO, Muller KE, Hemminger BM, Brown ML, Johnston RE, Kuzmiak CM, Braeuning MP, Freimanis RI, Soo MS, Baker JA, and Walsh R (2002) Interpretation of digital mammograms: a comparison of speed and accuracy of softcopy versus printed film display, Radiology, 223, 483-488.
  •  Taylor DJ, Kupper LL, and Muller KE (2002) Improved approximate confidence intervals for the mean of a lognormal distribution, Statistics in Medicine, 21, 1443-1459.
  •  Edwards LJ, Stewart PW, Muller KE, and Helms RW (2001) Linear equality constraints in the general mixed model, Biometrics, 57, 1185-1190.
  •  Hemminger BM Zong S, Muller KE, Coffey CS, DeLuca MC, Johnston RE, and Pisano ED (2001) Improving the detection of simulated masses in mammograms through two different image processing techniques, Academic Radiology, 8, 845-855.
  • Glueck DH and Muller KE (2001) On the expected values of sequences of functions, Communications in Statistics – Theory and Methods, 30, 363-369.
  •  Coffey CS and Muller KE (2001) Controlling test size while gaining the benefits of an internal pilot design, Biometrics, 57, 625-631.
  •  Bullitt E, Aylward S, Smith K, Mukherji S, Jiroutek MR, and Muller KE (2001) Symbolic description of intracerebral vessels segmented from magnetic resonance angiograms and evaluation by comparison with X-ray angiograms, Medical Image Analysis, 5, 157-169.
  •  Muller KE (2001) Computing the confluent hypergeometric function, M(a,b,x), Numerical Mathematics, 90, 179-196.
  •  Coffey CS and Muller KE (2000b) Some distributions and their implications for an internal pilot study with a univariate linear model, Communications in Statistics – Theory and Methods, 29, 2677-2691.
  •  Coffey CS and Muller KE (2000a) Properties of doubly-truncated gamma variables, Communications in Statistics – Theory and Methods, 29, 851-857.
  •  Pisano ED, Cole EB, Major S, Zong S, Hemminger BM, Muller KE, Johnston RE, Walsh R, Conant E, Fajardo LL, Feig SA, Nishikawa RM, Yaffe MJ, Williams MB, Aylward SR, Braeuning MP, McLelland R, Pizer SM, Brown ME, Rosen E, Soo MS, Williford M, Niklason LT, Maidment ADA, Vermont A, Kornguth PJ, Kopans DB, Moore RH, Chakraborty D, Jong R, Shumak R, Staiger M, and Plewes DB (2000) Radiologists’ preferences for digital mammographic display, Radiology, 216, 820-830.
  • Catellier DJ and Muller KE (2000) Tests for Gaussian repeated measures with missing data in small samples, Statistics in Medicine, 19, 1101-1114.
  •  Bullitt E, Liu A, Aylward S, Coffey CS, Stone J, Mukherji SK, Muller KE, and Pizer SM (1999) Registration of 3D cerebral vessels with 2D digital angiograms: clinical evaluation, Academic Radiology, 6, 539-546.
  •  Hemminger BM, Dillon AW, Johnston RE, Muller KE, Deluca MC, Coffey CS, and Pisano ED (1999) Effect of display luminance on the feature detection rates of masses in mammograms, Medical Physics, 26, 2266-2272.
  •  Boxwala AA, Chaney EL, Fritsch DS, Raghavan S, Coffey CS, Major SA, and Muller KE (1999) Comparison of computer workstation with light box for detecting setup errors from portal images, International Journal of Radiation Oncology, Biology, Physics, 44, 711-716.
  • Coffey CS and Muller KE (1999) Exact test size and power of a Gaussian error linear model for an internal pilot study, Statistics in Medicine, 18, 1199-1214.
  •  Glueck DH and Muller KE (1998) On the trace of a Wishart, Communications in Statistics – Theory and Methods, 27, 2137-2141. Corrigendum, (2002), 31, 159-160.
  •  Pisano ED, Zong S, Hemminger BM, DeLuca M, Johnston RE Muller KE, Brauening MP, and Pizer SM (1998) Contrast limited adaptive histogram equalization image processing to improve the detection of simulated spiculations in dense mammograms, Journal of Digital Imaging, 11, 193-200. PMCID: PMC3453156.
  •  Selicato GR and Muller KE (1998) Approximating power of the unconditional test for correlated binary pairs, Communications in Statistics – Simulation and Computation, 27, 553-564.
  •  Muller KE (1998) A new J approximation for the Pillai-Bartlett trace under L! , Journal of Computational and Graphical Statistics, 7, 131-137. PMCID: PMC3721183.
  •  Pisano ED, Chandramouli J, Hemminger BM, Glueck DH, Johnston RE, Muller KE, Braeuning MP, Puff D, Garrett W, and Pizer SM (1997) The effect of intensity windowing on the detection of simulated masses embedded in dense portions of digitized mammograms in a laboratory setting, Journal of Digital Imaging, 10, 174-182. PMCID: PMC3452985.
  •  Mukherji SK, Schiro S, Castillo M, Kwock L, Muller KE, and Blackstock W (1997) Proton MR spectroscopy of squamous cell carcinoma of the extracranial head and neck: studies, American Journal of Neuroradiology, 18, 1057-1072. in vitro and in vivo
  • Pisano ED, Chandramouli J, Hemminger BM, Deluca MC, Glueck DH, Johnston RE, Muller KE, Braeuning MP, and Pizer SM (1997) Does intensity windowing improve the detection of simulated calcifications in dense mammograms?, PMC3453001. The Journal of Digital Imaging, 10, 79-84. PMCID:
  •  Muller KE and Pasour VB (1997) Bias in linear model power and sample size due to estimating variance, Communications in Statistics – Theory and Methods, 26, 839-851.
  •  Warshauer DM, Wehmueller MD, Molina PL, Muller KE, DeLuca MC, and Lee JKT (1997) Hepatic enhancement and metastatic lesion conspicuity on CT scans: influence of intravenous glucagon and oral CT contrast material, Radiology, 202, 394-398.
  •  Muller KE and Chen Mok M (1997) The distribution of Cook’s D statistic, Communications in Statistics – Theory and Methods, 26, 525-546.
  • Taylor DJ and Muller KE (1996) Bias in linear model power and sample size calculation due to estimating noncentrality, Communications in Statistics – Theory and Methods, 25, 1595-1610.
  •  Beard DV, Molina PL, Muller KE, Denelsbeck KM, Hemminger BM, Perry JR, Braeuning MP, Glueck DH, Bidgood WD, Mauro M, Semelka RC, Willms AS, Warshauer DM, and Pisano ED (1995) Interpretation time of serial chest CT examinations with stacked-metaphor workstation versus film alternator, Radiology, 197, 753-758.
  • Hogan SL, Muller KE, Jennette JC and Falk RJ (1995) A review of therapeutic studies on idiopathic membranous glomerulopathy, American Journal of Kidney Disease, 25, 862-875.
  •  DiSantostefano RL and Muller KE (1995) A comparison of power approximations for Satterthwaite’s test, Communications in Statistics – Simulation and Computation, 24, 583-593.
  •  Hemminger BM, Johnston RE, Rolland JP, and Muller KE (1995) Introduction to perceptual linearization of video display systems for medical image presentation, Journal of Digital Imaging, 18, 21-34.
  •  Taylor DJ and Muller KE (1995) Computing confidence bounds for power and sample size of the general linear univariate model, American Statistician, 49, 43-47.
  •  Puff DT, Pisano ED, Muller KE, Johnston RE, Hemminger BM, Burbeck CA, McLelland R, and Pizer SM (1994) A method for determination of optimal image enhancement for the detection of mammographic abnormalities, Journal of Digital Imaging, 7, 161-171.
  •  Beard DV, Hemminger BM, Perry JR, Mauro MA, Muller KE, Warshauer DM, Smith M, and Zito AJ (1993) Interpretation of CT studies: single-screen workstation versus film alternator, Radiology, 187, 565-569.
  •  McDonnell WF, Muller KE, Bromberg PA, and Shy CM (1993) Predictors of individual differences in acute response to ozone exposure, American Review of Respiratory Disease, 147, 818-825.
  •  Dozier WG and Muller KE (1993) Small-sample power of uncorrected and Satterthwaite corrected t tests for comparing binomial proportions, Communications in Statistics – Simulation and Computation, 22, 245-264.
  • Rosenman JG, Roe CA, Cromartie R, Muller KE, and Pizer SM (1992) Portal film enhancement: technique and clinical utility, International Journal of Radiation Oncology, Biology, Physics, 25, 333-338.
  •  Muller KE, LaVange LM, Ramey SL, and Ramey CT (1992) Power calculations for general linear multivariate models including repeated measures applications, Journal of the American Statistical Association, 87, 1209-1226.
  •  Falk RJ, Hogan SL, Muller KE, Jennette JC, and the Glomerular Disease Collaborative Network (1992) Treatment of progressive membranous glomerulopathy, Annals of Internal Medicine, 116, 438-445.
  •  Frey CM and Muller KE (1992) Analysis methods for nonlinear models with compound-symmetric covariance, Communications in Statistics – Theory and Methods, 21, 1163-1182.
  •  Muller KE and Benignus VA (1992) Increasing scientific power with statistical power, Neurotoxicology and Teratology, 14, 211-219.
  •  Benignus VA, Muller KE, and Malott CM (1990) Dose-effects functions for carboxyhemoglobin and behavior, Neurotoxicology and Teratology, 12, 111-118.
  •  Benignus VA, Muller KE, Smith MV, Pieper KS, and Prah JD (1990) Compensatory tracking in humans with elevated carboxyhemoglobin, Neurotoxicology and Teratology, 12, 105-110.
  •  Muller KE and Barton CN (1989) Approximate power for repeated-measures ANOVA lacking sphericity, Journal of the American Statistical Association, 84, 549-555. Also see (1991) Correction to “Approximate power for repeated measures ANOVA lacking sphericity,” Journal of the American Statistical Association, 86, 255-256.
  •  Harbin TJ, Benignus VA, Muller KE, and Barton CN (1988) The effects of low-level carbon monoxide exposure upon evoked cortical potentials in young and elderly men, Neurotoxicology and Teratology, 10, 93-100.
  •  Lewis HD, Benignus VA, Muller KE, Malott CM, and Barton CN (1987) Babble and random- noise masking of speech in high and low context cue conditions, Journal of Speech and Hearing Research, 31, 108-114.
  • Benignus VA, Kafer ER, Muller KE, and Case MW (1987) Absence of symptoms with carboxyhemoglobin of 16-23%, Neurotoxicology and Teratology, 9, 345-348.
  •  Muller KE and Barton CN (1987) A nonlinear version of the Coburn, Forster, and Kane model of blood carboxyhemoglobin, Atmospheric Environment, 21, 1963-1967.
  •  Benignus VA, Muller KE, Barton CN, and Prah JD (1987) Effect of low level carbon monoxide on compensatory tracking and event monitoring, Neurobehavioral Toxicology and Teratology, 9, 227-234.
  •  Muller KE, Barton CN, and Benignus VA (1984) Recommendations for appropriate statistical practice in toxicologic experiments, Neurotoxicology, 5, 113-126.
  •  Muller KE and Peterson BL (1984) Practical methods for computing power in testing the multivariate general linear hypothesis, Computational Statistics and Data Analysis, 2, 143-158.
  •  Dyer RS, Muller KE, Janssen R, Barton CN, Boyes WK, and Benignus VA (1984) Neurophysiological effects of 30 day chronic exposure to toluene in rats, Neurobehavioral Toxicology and Teratology, 6, 363-368.
  •  Muller KE, Barton CN, and Benignus VA (1984) Estimating equivalent dose functions for alternate routes of exposure, Mathematical Biosciences, 69, 87-101.
  •  Benignus VA, Muller KE, Barton CN, and Bittikofer J.A. (1984) Toluene blood level following subcutaneous injection of toluene in the rat, Environmental Research, 33, 441-453.
  •  Otto DA, Benignus VA, Muller KE, Barton CN, Seiple KJ, Prah JD, and Schroeder S (1983) Effects of low to moderate lead exposure on slow cortical potentials in young children: two year follow-up study, Neurobehavioral Toxicology and Teratology, 4, 733-737.
  •  Benignus VA, Muller KE, Graham JA, and Barton CN (1984) Toluene levels in blood and brain of rats as a function of toluene level in inspired air, Environmental Research, 33, 39-46.
  •  Muller KE, Otto DA, and Benignus VA (1983) Design and analysis issues and strategies in psychophysiological research, Psychophysiology, 20, 212-218.
  •  Benignus VA and Muller KE (1982) Information flow in the brain: computer requirements (a tutorial), Behavioral Research Methods and Instrumentation, 14, 294-299.
  •  Muller KE (1982) Understanding canonical correlation through the general linear model and principal components, American Statistician, 36, 342-354.
  •  Wardrop JL, Anderson TH, Hively W, Hastings CN, Anderson RI, and Muller KE (1982) A framework for analyzing the inference structure of educational achievement tests, Journal of Educational Measurement, 19, 1-18.
  •  Benignus VA, Muller KE, Barton CN, and Bittikofer JA (1981) Toluene levels in blood and brain of rats during and after respiratory exposure, Toxicology and Applied Pharmacology, 61, 326-334.
  •  Muller KE, Christiansen DH, and Smith JC (1981) Guidelines for managing datasets, programs, and printouts in scientific research, Computer Programs in Biomedicine, 13, 281-288.
  • Benignus VA, Otto DA, Muller KE, and Seiple KJ (1981) Effects of age and body lead burden on CNS function in young children: II. EEG spectra, Electroencephalography and Clinical Neurophysiology, 52, 240-248. With paper 5, won second place, Health Effects category, 1982 EPA Scientific and Technology Achievement Award.
  •  Otto DA, Benignus VA, Muller KE, and Barton CN (1981) Effects of age and body lead burden on CNS function in young children: I. Slow cortical potentials, Electroencephalography and Clinical Neurophysiology, 52, 229-239.
  •  Muller KE (1981) Relationships between redundancy analysis, canonical correlation, and multivariate regression, Psychometrika, 46, 139-142.
  •  Chaney S, Blomquist W, DeWitt P, and Muller KE (1981) Biochemical changes in humans upon exposure to NO# while at rest, Archives of Environmental Health, 36, 53-58.
  •  Chaney S, Blomquist W, Muller KE, and DeWitt P (1980) Biochemical effects of sulfuric acid mist inhalation by human subjects while at rest, Archives of Environmental Health, 35, 270-275.
  •  Chaney S, Blomquist W, Muller KE, and Goldstein G (1980) Biochemical changes in humans upon exposure to sulfuric acid aerosol and exercise, Archives of Environmental Health, 35, 211-216.

Invited Book Chapters

  • Bard DE, Rodgers JL, Muller KE (2013) A primer of epidemiologic methods, concepts, and analysis, with examples and more advanced applications within psychology. Chapter 16, in: Little TD, ed. The Oxford Handbook of Quantitative Methods, Vol 1, 305-331, New York: Oxford University Press, Inc.

  • Muller K.E. (2009). Analysis of Variance (ANOVA concepts and computations), Wiley Interdisciplinary Reviews: Computational Statistics, in press.

  • Catellier, D. J. & Muller, K. E. (2002). Sample size and power considerations in physical activity research. Chapter 6, In G. J. Welk, (Ed.), Physical Activity Assessments for Health-Related Research (pp. 93-104). Champaign, IL: Human Kinetics.

  • Muller, K.E. (1998). Power of a hypothesis test. In P. Armitage & T. Colton, (Ed.), The Encyclopedia of Biostatistics. London, England: Wiley, UK.

  • O’Brien, R. G., & Muller, K. E. (1993). A unified approach to statistical power for t-tests to multivariate models. Chapter 8, In L.K. Edwards (Ed.), Applied Analysis of Variance in Behavioral Sciences (pp. 297-344). New York: Marcel Dekker.

  • Muller, K. E. (1986). Design and analytical methods. Chapter 18. In Z. Annau (Ed.), Neurobehavioral Toxicology, (pp. 404-423). Baltimore: Johns Hopkins Press.

Invited Presentations With Published Proceedings

  • Bullitt E, Jung I, Muller KE, Gerig G, Aylward S, Joshi S, Smith K and Ewend M (2004) Determining malignancy of brain tumors by analysis of vessel shape, Proceedings of MICCAI 2004, Lecture Notes in Computer Science, 3217, 645-653, Heidelberg: Springer-Verlag.
  • Gerig G, Muller KE, Kistner EO, Chi YY, Chakos M, Styner M and Lieberman JA (2003) Age and treatment related local hippocampal changes in schizophrenia explained by a novel shape analysis method, Proceedings of MICCAI 2003, Lecture Notes in Computer Science, 2, 653-660, Heidelberg: Springer-Verlag.
  • Rosenthal MR, State A, Lee J, Hirota G, Ackerman J, Keller K, Pisano E, Jiroutek M, Muller KE, and Fuchs H (2001) Augmented reality guidance for needle biopsies: a randomized, controlled trial in phantoms, Proceedings of MICCAI 2001, Lecture Notes in Computer Science, 2208, 240-248, New York: Springer-Verlag.