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Wu TT, Chen YF, Hastie T, Sobel EM, Lange K Genomewide association analysis by lasso penalized logistic regression.
Bioinformatics
2009; 25:
714-721.
de Leeuw J, Lange K Sharp quadratic majorization in one dimension.
Computational Stat Data Analysis
2009; 53:
2471–2484.
Bauman LE, Sinsheimer JS, Sobel EM, Lange K Mixed effects models for quantitative trait loci mapping with inbred strains.
Genetics
2008; 180:
1743-1761.
Ayers KL, Lange K Penalized estimation of haplotype frequencies.
Bioinformatics
2008; 24:
1596–1602.
Park CC, Ahn S, Bloom JS, Lin A, Wang RT, Wu TT, Sekar A, Khan AH, Farr CJ, Lusis AJ, Leahy RM, Lange K, Smith DJ Fine mapping of regulatory loci for mammalian gene expression using radiation hybrids.
Nature Genetics
2008; 40:
421–429.
Sinsheimer JS, Plaisier CL, Huertas-Vazquez A, Aguilar-Salinas C, Tusie-Luna T, Pajukanta P, Lange K Estimating ethnic admixture from pedigree data.
Amer J Hum Genet
2008; 82:
748–755.
Wu TT, Lange K Coordinate descent algorithms for lasso penalized regression.
Annals Appl Stat
2008; 2:
224–244.
Suchard MA, Lange K, Sinsheimer JS Efficiency of protein production from mRNA.
J Stat Theory Practice
2008; 2:
173–182.
Lange K, Wu T An MM algorithm for multicategory vertex discriminant analysis.
J Computational Graphical Stat
2008; 17:
527–544.
Lange K Reflections on The Cauchy-Schwarz Master Class.
The Mathematical Scientist
2008; 33:
1–7.
Sabatti C, Lange K Bayesian Gaussian mixture models for high density genotyping arrays.
JASA
2008; 103:
89–100.
Ayers KL, Sabatti C, Lange K A dictionary model for haplotyping, genotype calling, and association testing.
Genet Epid
2007; 31:
672-683.
Presson AP, Sobel E, Lange K, Papp JC Merging microsatellite data.
J Comp Biol
2006; 13:
1131–1147.
Crespi CM, Lange K Estimation for the simple linear Boolean model.
Methodology Computing Appl Prob
2006; 8:
559–571.
Chen GK, Slaten E, Ophoff RA, Lange K Accommodating chromosome inversions in linkage analysis.
Amer J Hum Genet
2006; 79:
238–251.
Lange K, Sobel E Variance component models for X-linked QTLs.
Genet Epid
2006; 30:
380–383.
Ayers KL, Sabatti C, Lange K Reconstructing ancestral haplotypes with a dictionary model.
J Comp Biol
2006; 13:
767–785.
Greenawalt DM, Cui X, Wu Y, Lin Y, Wang H-Y, Luo M, Tereshchenko IV, Hu G, Li J-Y, Chu Y, Azaro MA, DeCoste CJ, Chimge N-O, Gao R, Shen L, Shih WJ, Lange K, Li H Strong correlation between meiotic crossovers and haplotype structure on the long arm of chromosome 21.
Genome Res
2005; 16:
208–214.
Lange K, Sinsheimer JS, Sobel E Association testing with Mendel.
Genet Epid
2005; 29:
36–50.
Bauman L, Almasy L, Blangero J, Duggirala R, Sinsheimer JS, Lange K Fishing for pleiotropic QTLs in a polygenic sea.
Ann Hum Genet
2005; 69:
590-611.
Cantor RM, Chen GK, Pajukanta P, Lange K Association testing in a linked region using large pedigrees.
Amer J Hum Genet
2005; 76:
538–542.
Sabatti C, Rohlin L, Lange K, Liao JC Vocabulon: a dictionary model approach for reconstruction and localization of transcription factor binding sites.
Bioinformatics
2005; 21:
922–931.
Lilja HE, Suviolahti E, Soro-Paavonen A, Hiekkalinna T, Day A, Lange K, Sobel E, Taskinen M-R, Peltonen L, Perola M, Pajukanta P Locus for quantitative HDL-cholesterol on chromosome 10q in Finnish families with dyslipidemia.
J Lipid Res
2004; 45:
1876–1884.
Lange K, Sinsheimer JS The pedigree trimming problem.
Hum Hered
2004; 58:
108–11.
Dorman K, Sinsheimer JS, Lange K In the garden of branching processes.
SIAM Review
2004; 46:
202–229.
Lange EM, Lange K Powerful allele-sharing statistics for non-parametric linkage analysis.
Hum Hered
2004; 57:
49–58.
Hunter DR, Lange K A tutorial on MM algorithms.
Amer Statistician
2004; 58:
30–37.
Lange K Computational statistics and optimization theory at UCLA.
Amer Statistician
2004; 58:
9–11.
Sabatti C, Lange K Genomewide motif identification using a dictionary model.
Proceedings IEEE
2002; 90:
1803–1810.
Schadt EE, Sinsheimer JS, Lange K Applications of codon and rate variation models in molecular phylogeny.
Mol Biol Evol
2002; 19:
1550–1562.
Schadt EE, Lange K Codon and rate variation models in molecular phylogeny.
Mol Biol Evol
2002; 19:
1534-1549.
Berloff N, Perola M, Lange K Spline methods for comparison of physical and genetic maps.
J Comp Biol
2002; 9:
465–476.
Liao W-H, Huang S-C, Lange K, Bergsneider M.
Edited by Senda M, Kimura Yuichi, Herscovitch P, Kimura Yui Use of MM algorithm for regularization of parametric images in dynamic PET.
Brain Imaging Using PET
2002;
107–114.
Liao W-H, Lange K, Huang S-C, Bergsneider M Optimal design in PET data acquisition: a new approach using simulated annealing and component-wise Metropolis updating.
Nuclear Science Symposium Conference Record, IEEE
2002; 4:
1979–1983.
Sobel E, Papp J, Lange K Detection and integration of genotyping errors in statistical genetics.
Amer J Hum Genet
2002;
496–508.
Ro KM, Cantor RM, Lange K, Ahn SS Palmer hyperhidrosis: evidence of genetic transmission.
J Vascular Surgery
2002; 35:
382–386.
Hunter DR, Lange K Computing estimates in the proportional odds model.
Ann Inst Stat Math
2002; 54:
155.
Lange K, Redelings B.
Edited by Sneyd J Disease gene dynamics in a population isolate. An Introduction to Mathematical Modeling in Physiology, Cell Biology, and Immunology.
American Mathematical Society, Providence, RI
2002;
119–138.
Sinsheimer JS, McKenzie CA, Keavney B, Lange K SNPs and snails and puppy dogs’ tails: analysis of SNP data using the gamete competition model.
Ann Hum Genet
2001; 65:
483–490.
Perola M, Ohman M, Hiekkalinna T, Leppavuori J, Pajukanta P, Wessman M, Koskenvuo M, Palotie A, Lange K, Kaprio J, Peltonen L Quantitative-trait locus analysis of body mass index and stature, by combined analysis of genome scans of five Finnish study groups.
Amer J Hum Genet
2001; 69:
117-123.
Peltonen L, Palotie A, Lange K The use of population isolates for mapping complex traits.
Nature Genetics Reviews
2000; (1):
182–190.
Dorman KS, Kaplan AH, Lange K, Sinsheimer JS Mutation takes no vacation. Can structured treatment interruptions increase the risk of drug resistant HIV-1?.
JAIDS
2000; 25:
398–402.
Douglas JA, Boehnke M, Lange K A multipoint method for detecting genotyping errors and mutations in sibling-pair linkage data.
Amer J Hum Genet
2000; 66:
1287–1297.
Sinsheimer JS, Blangero J, Lange K Gamete competition models.
Amer J Hum Genet
2000; 66:
1168-1172.
Guo SW, Lange K Genetic mapping of complex traits: promises, problems, and prospects.
Theor Pop Bio
2000; (57):
1–11.
Fan R, Lange K. Edited by Gesztesy F, Holden H, Jost J, Paycha S, Rocker M, Scarlatti S Asymptotic properties of the maximal subinterval of a Poisson process.
Stochastic Processes, Physics and Geometry: New Interplays II: A Volume in Honor of Sergio Albeverio. American Mathematical Society, CMS Conference Proceedings Series
2000; (29):
175–187.
Lange EM, Chen H, Brierley K, Livermore H, Wojno KJ, Langefeld CD, Lange K, Cooney KA The polymorphic exon 1 androgen receptor CAG repeat in men with a potential inherited predisposition to prostate cancer.
Cancer Epidemiology, Biomarkers, Prevention
2000; (9):
439–442.
Hunter DR, Lange K Quantile regression via an MM algorithm.
J Comput Graphical Stat
2000; (9):
60–77.
Lange K, Hunter DR, Yang I Optimization transfer using surrogate objective functions (with discussion).
J Comput Graphical Stat
2000; 9:
1-59.
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