BOOKS
03
Muller K.E. and Stewart P.W. (2006) Linear Model Theory; Univariate, Multivariate, and Mixed Models. New York: Wiley (410 pages).
The example data mentioned in the appendix and text may be downloaded here.
The software mentioned in the book can be downloaded from the Software page.
02
Muller K.E. and Fetterman B.A.
(2002) Regression
and ANOVA: An Integrated Approach Using SAS® Software. Cary,
NC: SAS Institute.
01
Kleinbaum, D.G., Kupper, L.L., Muller, K.E., and Nizam
A. (1997) Applied Regression Analysis and Other Multivariable Methods,
Third Edition. Boston:
Duxbury Press.
INVITED BOOK CHAPTERS
04
Catellier, D.J. and Muller, K.E.
(2002) "Sample Size and Power Considerations in Physical Activity
Research," Chapter 6, Physical Activity Assessments for
Health-Related Research, G .J.Welk, editor,
93-104. Champaign, IL:
Health Kinetics.
03
Muller, K.E. (1998) "Power of a Hypothesis
Test," entry in The Encyclopedia of Biostatistics, P. Armitage and T. Colton, editors. London,
England: Wiley UK.
02
O'Brien, R.G. and Muller K.E. (1993) "A unified approach
to statistical power for t-tests to multivariate models," Chapter 8,
Applied Analysis of Variance in Behavioral Sciences, p297-344, LK
Edwards, editor. New York:
Marcel Dekker.
01
Muller, K.E. (1986) "Design and analytical
methods," Chapter 18, Neurobehavioral Toxicology, Z. Annau, editor. Baltimore:
Johns Hopkins Press.
REFEREED ARTICLES
--
Kim H. Y., Gribbin M.J., Muller K.E. and Taylor D.J.
(2005) Analytic, computational and approximate forms for ratios of noncentral and central Gaussian quadratic forms, Journal
of Computational and Graphical Statistics, in press.
--
Gurka, M. J., Edwards, L. J., Muller, K. E., and
Kupper, L. L.
Extending the Box-Cox transformation to the linear mixed model, Journal of the Royal Statistical Society Series A,
Statistics in Society, in press.
--
Kim, H.H., Pisano, E.D., Cole, E.B., Jiroutek, M.R., Muller, K.E., Zheng,
Y., Kuzmiak, C.M., Koomen,
M.A., (2005) Comparison of specificity for calcifications in digital
mammography using softcopy display versus screen-film mammography, American Journal of Radiology, in
press.
82
Cole, E., Pisano, E., Zeng,
D., Muller, K., Aylward, S., Park, S., Kuzmiak, C., Koomen, M., Pavic, D., Walsh, R., Baker, J., Gimenez,
E., Freimanis, R. (2005) The effects of grey scale
image processing on digital mammography interpretation performance, Academic Radiology, 12, 585-595.
81
Hemminger, B.M., Molina, P.L., Egan, T.M., Detterbeck, F.C., Muller, K.E., Coffey, C.S., and Lee,
J.K.T. (2005) Assessment of realtime 3D
visualization for cardiothoracic diagnostic evaluation and surgery planning, Journal of Digital Imaging, 18, 145-153.
80
Rao, M., Stough. J.,
Chi, Y., Muller, K.E., Tracton, G., Pizer, S. M., Chaney, E.L. (2005) Comparison of human and
automatic segmentations of kidnesy from CT images, International Journal of Radiation
Oncology, Biology and Physics, 61,
954-960.
79
Bullitt E, Ewend MG, Aylward
S, Lin W, Gerig G, Joshi S, Jung I, Muller K, Smith
JK (2004) Abnormal vessel tortuosity as a marker of
treatment response of malignant gliomas:
Preliminary report. Technology in
Cancer Research and Treatment 3, 577-584.
78
Bullitt E., Muller K.E., Jung I., Lin W. and Aylward
S.R. (2004) Analyzing attributes of vessel populations, Medical Image Analysis, 9,
39-49.
77
Greven S., Bailer A.J., Kupper, L.L., Muller, K.E. and Craft, J.L. (2004) A parametric
model for studying organism fitness using step-stress experiments, Biometrics, 60, 793-799.
Kistner E.O. and Muller K.E.
(2004) Exact distributions of intraclass
correlation and Cronbach's alpha with Gaussian data
and general covariance, Psychometrika, 69(3), 459-474.
75
Pizer S. M., Chen J.Z., Fletcher
P.T., Fridman Y., Fritsch D.S., Gash A.G., Glotzer J.M., Jiroutek M.R.,
Joshi S., Lu C. Muller K.E., Thall A., Tracton G., Yushkevich P.,
Chaney E.L. (2003) Deformable m-reps for 3D medical image segmentation, International
Journal of Computer Vision, 55(2) 85-106.
Jiroutek M.R., Muller K.E., Kupper L.L., and Stewart P.W. (2003) A new method for
choosing sample size for confidence interval based inferences, Biometrics,
59, 580-590.
73
Coffey CS and Muller KE. (2003) Properties
of Internal Pilots with the Univariate Approach to
Repeated Measures, Statistics in Medicine, 22, 2469-2485.
72
Glueck D.H. and Muller K.E.
(2003) Adjusting
power for a baseline covariate in a linear model, Statistics in
Medicine, 22, 2535-2551.
71
Cole E.B., Pisano E.D., Kistner E.O., Muller K.E., Brown M.E., Feig S.A., Jong R.A., Maidment A.D.A., Staiger M.J., Kuzmiak C.M., Freimanis R.I., Lesko N., Rosen E.L.,Walsh R., Williford M., and Braeuning
M.P. (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.
70
Rosenthal, M., State, A., Lee, J., Hirota,
G., Ackerman, J., Keller, K., Pisano, E., Jiroutek, M., Muller, K., and Fuchs, H. (2002). Augmented
Reality Guidance for Needle Biopsies: An Initial Randomized, Controlled Trial
in Phantoms. Medical Image Analysis, 6, 313-320.
69
Phillips B.L., Jiroutek M.R., Tracton G., Elfervig M., Muller
K.E., and Chaney E.L. (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.
68
Pisano E.D., Cole E.B., Kistner E.O., Muller K.E., Hemminger
B.M., Brown M.L., Johnston R.E., Kuzmiak C.M., Braeuning M.P., Freimanis R.I.,
Soo M.S., Baker J.A. and Walsh R. (2002)
Interpretation of digital mammograms: a comparison of speed and accuracy of
softcopy versus printed film display, Radiology, 223, 483-488.
67
Taylor D. J., Kupper L. L., and
Muller K. E. (2002) Improved
approximate confidence intervals for the mean of a lognormal distribution,
Statistics in Medicine, 21,1443-1459.
66
Edwards L. J., Stewart P. W., Muller K. E., and Helms R.
W. (2001) Linear equality constrants in the general
mixed model, Biometrics, 57,1185-1190. The abstract can be
viewed at www.tibs.org
65
Hemminger, B. M. Zong, S., Muller, K. E., Coffey, C. S., DeLuca, M. C., Johnston, R. E., and Pisano,
E. D. (2001) Improving the detection of simulated masses in mammograms
through two different image processing techniques, Academic Radiology,
8, 845-855.
64
Glueck D.H. and Muller K.E. (2001)
On the expected values of sequences of functions, Communications in
Statistics, Theory and Methods, 30, 363-369.
63
Coffey, C. S. and Muller, K. E. (2001) Controlling test
size while gaining the benefits of an internal pilot design, Biometrics,
57, 625-631. The abstract can be viewed at www.tibs.org
62
Bullitt, E., Aylward, S., Smith,
K., Mukherji, S., Jiroutek,
M., and Muller, K. E. (2001) Symbolic description of intracerebral
vessels segmented from MRA and evaluation by comparison with X-ray
angiograms, Medical Image Analysis, 5, 157-169.
Muller, K. E. (2001) Computing the confluent
hypergeometric function, M(a,b,x), Numerical Mathematics, 90,
179-196. The original publication is available on LINK http://link.springer.de
60
Coffey, C. S. and Muller, K. E. (2000) Some distributions
and their implications for an internal pilot study with a univariate
linear model, Communications in Statistics, Theory and Methods, 29,
2677-2691.
59
Coffey, C. S. and Muller, K. E. (2000) Properties of doubly-truncated
Gamma variables, Communications in Statistics, Theory and Methods, 29,851-857.
58
Pisano, E. D., Cole, E. B.,
Major, S., Zong, S., Hemminger,
B. M., Muller, K. E., Johnston, R. E., Walsh, R., Conant,
E., Fajardo, L. L., Feig,
S. A., Nishikawa, R. M., Yaffe, M. J., Williams, M.
B., Aylward, S. R., Braeuning,
M. P., McLelland, R., Pizer,
S. M., Brown, M. E., Rosen, E., Soo, M.
S., Williford, M., Niklason,
L. T., Maidment, A. D. A., Vermont, A., Kornguth, P. J., Kopans, D. B.,
Moore, R. H., Chakraborty, D., Jong,
R., Shumak, R., Staiger,
M., and Plewes, D. B. (2000) Radiologists'
preferences for digital mammographic display, Radiology,
216, 820-830.
Catellier, D. J. and Muller, K.
E. (2000) Tests
for Gaussian repeated measures with missing data in small samples, Statistics
in Medicine, 19, 1101-1114.
56
Bullitt, E., Liu, A., Aylward,
S., Coffey, C. S., Stone, J., Mukherji, S. K., Muller,
K. E., and Pizer, S. M. (1999) Registration of 3D
cerebral vessels with 2D digital angiograms: clinical evaluation, Academic
Radiology, 6(9), 539-546.
55
Hemminger, B. M., Dillon, A. W.,
Johnston, R. E., Muller, K. E., Deluca, M. C., Coffey, C. S., and Pisano, E. D. (1999) Effect of display luminance on the
feature detection rates of masses in mammograms, Medical Physics, 26(11),
2266-2272.
54
Boxwala, A. A., Chaney, E. L.,
Fritsch, D. S., Raghavan, S., Coffey, C. S., Major,
S. A., and Muller, K. E. (1999) Comparison of computer workstation with light
box for detecting setup errors from portal images, International Journal
of Radiation Oncology, Biology, and Physics, 44, 711-716.
53
Coffey, C. S. and Muller, K. E. (1999) Exact
test size and power of a Gaussian error linear model for an internal pilot
study, Statistics in Medicine, 18, 1199-1214.
52
Glueck, D. H. and Muller, K. E.
(1998) On the
trace of a Wishart, Communications in
Statistics: Theory and Methods, 27, 2137-2141.
51
Pisano, E. D., Zong, S., Hemminger, B. M.,
Deluca, M., Johnston, R. E., Muller, K., Braeuning,
M. P., and Pizer, S. M. (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.
50
Selicato, G. R. and Muller, K.
E. (1998) Approximating
power of the unconditional test for correlated binary pairs, Communications
in Statistics: Simulation and Computation, 27, 553-564.
49
Muller, K. E. (1998) A new F
approximation for the Pillai-Bartlett trace under H0,
Journal of Computational and Graphical Statistics, 7, 131-137.
48
Pisano, E. D., Chandramouli, J., Hemminger, B.
M., Glueck, D., Johnston, R. E., Muller, K., Braeuning, M. P., Puff, D., Garrett, W., and Pizer, S. (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.
47
Mukherji, S. K., Schiro, S., Castillo, M., Kwock,
L., Muller, K. E., and Blackstock, W. (1997) Proton MR
spectroscopy of squamous cell carcinoma
of the extracranial head and neck: in vitro and in
vivo studies, American Journal of Neuroradiology,
18, 1057-1072.
46
Pisano, E. D., Chandramouli, J., Hemminger, B.
M., Deluca, M., Glueck, D., Johnston, R. E.,
Muller, K., Braeuning, M. P., and Pizer, S. (1997) Does intensity windowing improve the
detection of simulated calcifications in dense mammograms?, The Journal of
Digital Imaging, 10, 79-84.
Muller, K. E. and Pasour, V. B.
(1997) Bias in
linear model power and sample size due to estimating variance, Communications
in Statistics: Theory and Methods, 26, 839-851. Also see (1997)
Erratum to Bias
in linear model power and sample size due to estimating
variance, Communications in Statistics: Theory and Methods, 26(4),
1811.
44
Warshauer, D. M., Wehmueller, M. D., Molina, P. L., Muller, K. E., DeLuca, M. C., and Lee, J. K. T. (1997) Hepatic
enhancement and metastatic lesion conspicuity on CT scans: influence of
intravenous glucagon and oral CT contrast material,
Radiology, 202, 394-398.
43
Muller, K. E. and Chen Mok, M.
(1997) The
distribution of Cook's D statistic, Communications in Statistics:
Theory and Methods, 26, 525-546.
Taylor, D. J. and Muller, K. E. (1996) Bias in linear model
power and sample size calculation due to estimating noncentrality,
Communications in Statistics: Theory and Methods, 25,
1595-1610.
41
Beard, D. V., Molina, P. L., Muller, K. E., Denelsbeck, K. M., Hemminger,
B. M., Perry, J. R., Braeuning, M. P., Glueck, D. H., Bidgood, W. D.,
Mauro, M., Semelka, R. C., Willms,
A. S., Warshauer, D., and Pisano,
E. D. (1995) Interpretation
time of serial chest CT examinations
with stacked metaphor workstation versus film alternator, Radiology,
197, 753-758.
40
Hogan, S. L., Muller, K. E., Jennette,
J. C., and Falk, R. J. (1995) A review of
therapeutic studies on idiopathic membranous glomerulopathy, American Journal of Kidney Disease,
25, 862-875.
39
DiSantostefano, R. L. and
Muller, K. E. (1995) A comparison of
power approximations for Satterthwaite's test, Communications
in Statistics: Simulation and Computation, 24, 583-593.
38
Hemminger, B. M., Johnston, R.
E., Rolland, J. P., and Muller, K. E. (1995) Introduction to
perceptual linearization of video display systems for
medical image presentation, Journal of Digital Imaging, 18,
21-34.
Taylor, D. J. and Muller, K. E. (1995) Computing
confidence bounds for power and sample size of the general linear univariate model, American
Statistician, 49, 43-47.
36
Puff, D. T., Pisano, E. D.,
Muller, K. E., Johnston, R. E., Hemminger, B. M., Burbeck, C. A., McLelland, R.,
and Pizer, S. M. (1994) A method for
determination of optimal image enhancement for the detection of mammographic abnormalities, Journal of Digital
Imaging,, 7, 161-171.
35
Beard, D. V., Hemminger, B. M.,
Perry, J. R., Mauro, M.A., Muller, K. E., Warshauer,
D.M., Smith, M. A., and Zito, A. J. (1993) Interpretation
of CT studies: single-screen workstation versus film alternator, Radiology,
187, 565-569.
34
McDonnell, W. F., Muller, K. E., Bromberg, P. A., and Shy,
C. M. (1993) Predictors
of individual differences in acute response to ozone exposure,
American Review of Respiratory Disease, 147, 818-825.
Dozier, W. G. and Muller, K. E. (1993) Small-sample power
of uncorrected and Satterthwaite corrected t tests
for comparing binomial
proportions, Communications in Statistics: Simulation and Computation,
22, 245-264.
32
Rosenman, J., Roe, C. A., Cromartie, R., Muller, K. E., and Pizer,
S. M. (1992) Portal
film enhancement: technique and clinical utility, International
Journal of Radiation Oncology, Biology, Physics, 25, 333-338.
Muller, K. E., LaVange, L. M.,
Ramey, S. L., and Ramey, C. T. (1992) Power
calculations for general linear multivariate models including
repeated measures applications, Journal of the American Statistical
Association, 87, 1209-1226.
30
Falk, R. J., Hogan, S. L., Muller, K. E., Jennette, J. C., and the Glomerular
Disease Collaborative Network (1992) Treatment of progressive
membranous glomerulopathy, Annals of
Internal Medicine, 116, 438-445.
29
Frey, C. M. and Muller, K. E. (1992) Analysis methods
for nonlinear models with compound-symmetric covariance, Communications
in Statistics, Theory and Methods, 21, 1163-1182.
28
Muller, K. E. and Benignus, V.
A. (1992) Increasing
scientific power with statistical power, Neurotoxicology
and Teratology, 14, 211-219. Reprinted with permission from
Elsevier Science. Visit their website at http://www.elsevier.nl/locate/neutera
27
Benignus, V. A., Muller, K. E.,
and Malott, C. M. (1990) Dose-effects
functions for carboxyhemoglobin and behavior, Neurotoxicology and Teratology, 12,
111-118.
26
Benignus, V. A., Muller, K. E.,
Smith, M. V., Pieper, K. S., and Prah, J. D. (1990)
Compensatory
tracking in humans with elevated carboxyhemoglobin, Neurotoxicology
and Teratology, 12, 105-110.
25
Muller, K. E. and Barton, C. N. (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.
24
Harbin, T. J., Benignus, V. A.,
Muller, K. E., and Barton, C. N. (1988) The effects of
low-level carbon monoxide exposure upon evoked cortical
potentials in young and elderly men, Neurotoxicology
and Teratology, 10, 93-100.
23
Lewis, H. D., Benignus, V. A.,
Muller, K. E., Malott, C. M., and Barton, C. N.
(1987) Babble
and random-noise masking of speech in high and low
context cue conditions, Journal of Speech and Hearing Research, 31,
108-114.
22
Benignus, V. A., Kafer, E. R., Muller, K. E., and Case, M. W. (1987) Absence of
symptoms with carboxyhemoglobin of 16-23%, Neurotoxicology and Teratology, 9,
345-348.
21
Muller, K. E. and Barton, C. N. (1987) A nonlinear
version of the Coburn, Forster, and Kane model of blood carboxyhemoglobin,
Atmospheric Environment, 21, 1963-1967.
20
Benignus, V. A., Muller, K. E.,
Barton, C. N., and Prah, J. D. (1987) Effect of low
level carbon monoxide on compensatory tracking and event
monitoring, Neurobehavioral Toxicology and Teratology, 9,
227-234.
19
Muller, K. E., Barton, C. N., and Benignus,
V. A. (1984) Recommendations
for appropriate statistical practice in toxicologic
experiments,
Neurotoxicology, 5, 113-126.
18
Muller, K. E. and Peterson, B. L. (1984) Practical methods
for computing power in testing the multivariate general linear hypothesis,
Computational Statistics and Data Analysis, 2, 143-158.
17
Dyer, R. S., Muller, K. E., Janssen, R., Barton, C. N., Boyes, W. K., and Benignus, V.
A. (1984) Neurophysiological effects of 30 day chronic
exposure to toluene in rats, Neurobehavioral Toxicology and Teratology,
6, 363-368.
16
Muller, K. E., Barton, C. N., and Benignus,
V. A. (1984) Estimating
equivalent dose functions for alternate routes of exposure, Mathematical
Biosciences, 69, 87-101. Reprinted with permission from Elsevier
Science. Visit their website at http://www.elsevier.nl/locate/mathbio
15
Benignus, V. A., Muller, K. E.,
Barton, C. N., and Bittikofer, J. A. (1984) Toluene blood
level following subcutaneous injection of toluene in the
rat, Environmental Research, 33, 441-453.
14
Otto, D., Benignus, V., Muller,
K., Barton, C., Seiple, K., Prah,
J., 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.
13
Benignus, V. A., Muller, K. E.,
Graham, J. A., and Barton, C. N. (1984) Toluene levels
in blood and brain of rats as a function of toluene level
in inspired air, Environmental Research, 33, 39-46.
12
Muller, K. E., Otto, D. A., and Benignus,
V. A. (1983) Design and analysis issues and strategies in psychophysiological
research, Psychophysiology, 20, 212-218.
11
Benignus, V. A. and Muller, K.
E. (1982) Information flow in the brain: computer requirements (a tutorial), Behavioral
Research Methods and Instrumentation, 14, 294-299.
10
Muller, K. E. (1982) Understanding
canonical correlation through the general linear model and principal
components, American Statistician, 36, 342-354.
09
Wardrop, J. L., Anderson, T. H.,
Hively, W., Hastings, C. N., Anderson, R. I., and
Muller, K. E. (1982) A framework for
analyzing the
inference structure of educational achievement tests, Journal of
Educational Measurement, 1982, 19, 1-18.
08
Benignus, V. A., Muller, K. E.,
Barton, C. N., and Bittikofer, J.A. (1981) Toluene
levels in blood and brain of rats during and after respiratory exposure, Toxicology
and Applied Pharmacology, 61, 326-334.
07
Muller, K. E., Christiansen, D. H., and Smith, J. (1981) Guidelines for
managing datasets, programs, and printouts in scientific research, Computer
Programs in Biomedicine, 13, 281-288.
06
Benignus, V. A., Otto, D. A.,
Muller, K. E., and Seiple, K. J. (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 previous paper won second place, Health Effects category, 1982
EPA Scientific and Technology Achievement Award.
05
Otto, D. A., Benignus, V. A.,
Muller, K. E., and Barton, C. N. (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.
04
Muller, K. E. (1981) Relationships between redundancy
analysis, canonical correlation, and multivariate regression, Psychometrika, 46, 139-142.
03
Chaney, S., Blomquist, W.,
DeWitt, P., and Muller, K. (1981) Biochemical
changes in humans upon exposure to NO2 while at rest, Archives
of Environmental Health, 36, 53-58.
02
Chaney, S., Blomquist, W., Muller,
K., and DeWitt, P. (1980) Biochemical
effects of sulfuric acid mist inhalation by human subjects while at rest,
Archives of Environmental Health, 35, 270-275.
01
Chaney, S., Blomquist, W.,
Muller, K., and Goldstein, G. (1980) Biochemical
changes in humans upon exposure to sulfuric acid aerosol and
exercise, Archives of Environmental Health, 35, 211-216.
INVITED PRESENTATIONS WITH PUBLISHED PROCEEDINGS
02
Bullitt E, Jung I, Muller K, Gerig G, Aylward S, Joshi S,
Smith K, Ewend M (2004) Determining
malignancy of brain tumors by analysis of vessel shape. Lecture Notes in Computer Science,
3217:645-653.
01
Rosenthal M.R., State A., Lee J., Hirota G., Ackerman J., Keller K., Pisano E.D., Jiroutek M.R.,
Muller K.E., and Fuchs H. (2001) Augmented reality guidance for needle
biopsies: a randomized, controlled trial in phantoms.
Proceedings of MICCAI 2001, eds. W. Niessen and M.Viergever. Lecture Notes in Computer Science,
2208, 240-248, New York: Springer-Verlag.
