Logo
EnglishCookie löschen - von nun an wird die Spracheinstellung Ihres Browsers verwendet.
Eine Ebene nach oben
Exportieren als [feed] RSS 1.0 [feed] RSS 2.0
Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Anzahl der Publikationen: 57 .

Monographie

Toutenburg, Helge; Heumann, Christian (2009): Deskriptive Statistik: Eine Einführung in Methoden und Anwendungen mit R und SPSS. 7., aktualisierte und erweiterte Auflage. Berlin: Springer.

Toutenburg, Helge; Heumann, Christian (2009): Regressions- und Varianzanalyse: Eine Einführung für Psychologen. 2. Edition. Hagen: Fernuniversität Hagen.

Toutenburg, Helge; Schomaker, Michael; Wissmann, Malte; Heumann, Christian (2009): Arbeitsbuch zur deskriptiven und induktiven Statistik. Berlin: Springer.

Zeitschriftenartikel

Obermeier, Viola; Scheipl, Fabian; Heumann, Christian; Wassermann, Joachim; Küchenhoff, Helmut (2015): Flexible Distributed Lags for Modeling Earthquake Data. In: Journal of the Royal Statistical Society, Vol. 64, Nr. 2: S. 395-412

Schomaker, Michael; Hogger, Sarah; Johnson, Leigh F.; Hoffmann, Christopher J.; Bärnighausen, Till; Heumann, Christian (2015): Simultaneous Treatment of Missing Data and Measurement Error in HIV Research Using Multiple Overimputation. In: Epidemiology, Vol. 26, Nr. 5: S. 628-636

Schomaker, Michael; Heumann, Christian (2014): Model selection and model averaging after multiple imputation. In: Computational Statistics and Data Analysis, Vol. 71: S. 758-770

Wanka, Eva R.; Bayerstadler, Andreas; Heumann, Christian; Nowak, Dennis; Jörres, Rudolf A.; Fischer, Rainald (2014): Weather and air pollutants have an impact on patients with respiratory diseases and breathing difficulties in Munich, Germany. In: International Journal of Biometeorology, Vol. 58, Nr. 2: S. 249-262

Arweiler, Nicole B.; Netuschil, Lutz; Beier, Daniel; Grunert, Sebastian; Heumann, Christian; Altenburger, Markus J.; Sculean, Anton; Nagy, Katalin; Al-Ahmad, Ali; Auschill, Thorsten M. (2014): Action of food preservatives on 14-days dental biofilm formation, biofilm vitality and biofilm-derived enamel demineralisation in situ. In: Clinical Oral Investigations, Vol. 18, Nr. 3: S. 829-838

Kellberger, Jessica; Peters-Weist, Astrid S.; Heinrich, Sabine; Pfeiffer, Susanne; Vogelberg, Christian; Roller, Diana; Genuneit, Jon; Weinmayr, Gudrun; von Mutius, Erika; Heumann, Christian; Nowak, Dennis; Radon, Katja (2014): Predictors of workrelated sensitisation, allergic rhinitis and asthma in early work life. In: European Respiratory Journal, Vol. 44, Nr. 3: S. 657-665

Bayerstadler, Andreas; Benstetter, Franz; Heumann, Christian; Winter, Fabian (2013): A predictive modeling approach to increasing the economic effectiveness of desease management programs. In: Health Care Management Science: S. 1-18

Ohlander, Johan; Huber, Stella M.; Schomaker, Michael; Heumann, Christian; Schierl, Rudolf; Michalke, Bernhard; Jenni, Oskar G.; Caflisch, Jon; Muñoz, Daniel M.; von Ehrenstein, Ondine; Radon, Katja (2013): Risk Factors for Mercury Exposure of Children in a Rural Mining Town in Northern Chile.
In: PLOS ONE 8(11), e79756

Seiler, Christian; Heumann, Christian (2013): Microdata imputations and macrodata implications: Evidence from the Ifo Business Survey. In: Economic Modelling, Vol. 35: S. 722-733

Wanka, Eva R.; Bayerstadler, Andreas; Heumann, Christian; Nowak, Dennis; Jörres, Rudolf A.; Fischer, Rainald (2013): Weather and air pollutants have an impact on patients with respiratory diseases and breathing difficulties in Munich, Germany. In: International Journal of Biometeorology: S. 1-14

Zahid, Faisal M.; Ramzan, Shalah; Heumann, Christian (2013): Regularized proportional odds models. In: Journal of Statistical Computation and Simulation: S. 1-18

Ferrari, Uta; Exner, Teresa; Wanka, Eva R.; Bergemann, Christoph; Meyer-Arnek, Julian; Hildenbrand, Beate; Tufman, Amanda; Heumann, Christian; Huber, Rudof M.; Bittner, Michael; Fischer, Rainald (2012): Influence of air pressure, humidity, solar radiation, temperature and wind speed on ambulatory visits due to chronic obstructive pulmonary disease in Bavaria, Germany. In: International Journal of Biometeorology, Vol. 56, Nr. 1: S. 137-143

Kellberger, Jessica; Dressel, Holger; Vogelberg, Christian; Leupold, Wolfgang; Windstetter, Doris; Weinmayr, Gudrun; Genuneit, Jon; Heumann, Christian; Nowak, Dennis; von Mutius, Erika; Radon, Katja (2012): Prediction of the incidence and persistence of allergic rhinitis in adolescence: A prospective cohort study. In: Journal of Allergy and Clinical Immunology, Vol. 129, Nr. 2: S. 397-402

Shalabh, ; Garg, Gaurav; Heumann, Christian (2012): Performance of Double k-class Estimators for Coefficients in Linear Regression Models with Non Spherical Disturbances under Asymmetric Losses. In: Journal of Multivariate Analysis, Vol. 112: S. 35-47

Zahid, Faisal M.; Heumann, Christian (2012): Response shrinkage estimation in multinomial logit models. In: Journal of Statistical Planning and Inference, Vol. 142, Nr. 1: S. 95-109

Adebayo, Samson B.; Fahrmeir, Ludwig; Seiler, Christian; Heumann, Christian (2011): Geoadditive Latent Variable Modeling of Count Data on Multiple Sexual Partnering in Nigeria. In: Biometrics, Vol. 67, Nr. 2: S. 620-628

Heinrich, Sabine; Thomas, Silke; Heumann, Christian; von Kries, Rüdiger; Radon, Katja (2011): The impact of exposure to radio frequency electromagnetic fields on chronic well-being in young people - A cross-sectional study based on personal dosimetry. In: Environment International, Vol. 37, Nr. 1: S. 26-30

Schomaker, Michael; Heumann, Christian (2011): Model Averaging in Factor Analysis: An Analysis of Olympic Decathlon Data. In: Journal of Quantitative Analysis in Sports, Vol. 7, Nr. 1

Heinrich, Sabine; Thomas, Silke; Heumann, Christian; Kries, Rüdiger von; Radon, Katja: Association between exposure to radiofrequency electromagnetic fields assessed by dosimetry and acute symptoms in children and adolescents: a population based cross-sectional study. In: Environmental Health 2010, 9:75 [PDF, 260kB]

Heinrich, Sabine; Thomas, Silke; Heumann, Christian; von Kries, Rüdiger; Radon, Katja (2010): Association between exposure to radiofrequency electromagnetic fields assessed by dosimetry and acute symptoms in children and adolescents: A population based cross-sectional study. In: Environmental Health, Vol. 9, Nr. 75

Lorenz, Katrin; Bruhn, Gerlinde; Netuschil, Lutz; Heumann, Christian; Hoffmann, Thomas (2010): Selection of designs and parameters for clinical trials on mouth rinses. , Vol. 70: S. 41

Schomaker, Michael; Wan, Alan T. K.; Heumann, Christian (2010): Frequentist model averaging with missing observations. In: Computational Statistics & Data Analysis, Vol. 54, Nr. 12, Sp. Iss. SI): S. 3336-3347

Kühnlein, Anja; Heumann, Christian; Thomas, Silke; Heinrich, Sabine; Radon, Katja (2009): Personal exposure to mobile communication networks and well-being in children - A statistical analysis based on a functional approach. In: Bioelectromagnetics, Vol. 30, Nr. 4: S. 261-269

Neuhaus, Andrea; Augustin, Thomas; Heumann, Christian; Daumer, Martin (2009): A review on joint models in biometrical research. In: Journal of Statistical Theory and Practice, Vol. 3, Nr. 4: S. 855-868

Shalabh, ; Toutenburg, Helge; Heumann, Christian (2009): Stein-rule estimation under an extended balanced loss function. In: Journal of Statistical Computation and Simulation, Vol. 79, Nr. 10: S. 1259-1273

Paper

Seiler, Christian; Heumann, Christian (2012): Microdata Imputations and Macrodata Implications: Evidence from the Ifo Business Survey. Department of Statistics: Technical Reports, Nr. 119 [PDF, 921kB]

Shalabh, Shalabh; Heumann, Christian (11. Februar 2011): Simultaneous Prediction of Actual and Average Values of Study Variable Using Stein-rule Estimators. Department of Statistics: Technical Reports, Nr. 104 [PDF, 517kB]

Zahid, Faisal Maqbool; Heumann, Christian (2011): Regularized Proportional Odds Models. Department of Statistics: Technical Reports, Nr. 103 [PDF, 414kB]

---, Shalabh; Heumann, Christian (12. Dezember 2007): Weighted Mixed Regression Estimation Under Biased Stochastic Restrictions. Department of Statistics: Technical Reports, Nr. 10 [PDF, 520kB]

---, Shalabh; Toutenburg, Helge; Heumann, Christian (10. Dezember 2007): Stein-Rule Estimation under an Extended Balanced Loss Function. Department of Statistics: Technical Reports, Nr. 7 [PDF, 1MB]

Shalabh, ; Toutenburg, Helge; Heumann, Christian (2006): Risk Performance Of Stein-Rule Estimators Over The Least Squares Estimators Of Regression Coefficients Under Quadratic Loss Structures. Sonderforschungsbereich 386, Discussion Paper 495 [PDF, 218kB]

Shalabh, ; Toutenburg, Helge; Heumann, Christian (2006): Mean Squared Error Matrix comparison of Least Squares and Stein-Rule Estimators for Regression Coefficients under Non-normal Disturbances. Sonderforschungsbereich 386, Discussion Paper 496 [PDF, 250kB]

Shalabh, ; Toutenburg, Helge; Heumann, Christian (2006): Performance of Double k-class Estimators for Coefficients in Linear Regression Models with Non Spherical Disturbances under Asymmetric Losses. Sonderforschungsbereich 386, Discussion Paper 509 [PDF, 241kB]

Neuhaus, Anneke; Augustin, Thomas; Heumann, Christian; Daumer, Martin (2006): A Review on Joint Models in Biometrical Research. Sonderforschungsbereich 386, Discussion Paper 506 [PDF, 259kB]

Toutenburg, Helge; Heumann, Christian; Nittner, T. (2004): Statistische Methoden bei unvollständigen Daten. Sonderforschungsbereich 386, Discussion Paper 380 [PDF, 567kB]

Adejumo, A. O.; Heumann, Christian; Toutenburg, Helge (2004): A review of agreement measure as a subset of association measure between raters. Sonderforschungsbereich 386, Discussion Paper 385 [PDF, 356kB]

Adejumo, A. O.; Heumann, Christian; Toutenburg, Helge (2004): Conditional symmetry model as a better alternative to Symmetry Model for rater agreement measure. Sonderforschungsbereich 386, Discussion Paper 386 [PDF, 230kB]

Adejumo, A. O.; Heumann, Christian; Toutenburg, Helge (2004): Modelling Negative Binomial as a substitute model to Poisson for raters agreement on ordinal scales with sparse data. Sonderforschungsbereich 386, Discussion Paper 387 [PDF, 263kB]

Toutenburg, Helge; Heumann, Christian; Nittner, T.; Scheid, S. (2002): Parametric and Nonparametric Regression with Missing X's - A Review. Sonderforschungsbereich 386, Discussion Paper 286 [PDF, 388kB]

Heumann, Christian (2000): Intention-to-treat with drop-out. Sonderforschungsbereich 386, Discussion Paper 199 [PDF, 287kB]

Trevisani, M.; Causin, R.; Montecchio, L.; Kastner, C.; Heumann, Christian (1999): Analysing the relationship between ectomycorrhizal infection and forest decline using marginal models. Sonderforschungsbereich 386, Discussion Paper 143 [PDF, 359kB]

Kastner, C.; Fieger, A.; Heumann, Christian (1999): New features in MAREG 0.2.0. Sonderforschungsbereich 386, Discussion Paper 156 [PDF, 282kB]

Fieger, A.; Kastner, C.; Heumann, Christian (1998): WinMAREG Quick Start. Sonderforschungsbereich 386, Discussion Paper 108 [PDF, 292kB]

Heumann, Christian; Fieger, A.; Kastner, C. (1998): C++ Utilities zur Implementierung statistischer Verfahren unter Berücksichtigung fehlender Werte. Sonderforschungsbereich 386, Discussion Paper 109 [PDF, 281kB]

Toutenburg, Helge; Fieger, A.; Heumann, Christian (1998): Regression modelling with fixed effects - missing values and other problems. Sonderforschungsbereich 386, Discussion Paper 123 [PDF, 264kB]

Fieger, A.; Heumann, Christian; Kastner, C.; Watzka, K. (1997): Generische Bibliothek zur Linearen Algebra und zur Simulation in C++. Sonderforschungsbereich 386, Discussion Paper 63 [PDF, 347kB]

Fahrmeir, Ludwig; Gieger, Christian; Heumann, Christian (1997): An application of isotonic longitudinal marginal regression to monitoring the healing process. Sonderforschungsbereich 386, Discussion Paper 89 [PDF, 238kB]

Heumann, Christian (1996): Marginal regression modeling of correlated multicategorical response: A likelihood approach. Sonderforschungsbereich 386, Discussion Paper 19 [PDF, 366kB]

Fieger, A.; Heumann, Christian; Kastner, C. (1996): MAREG and WinMAREG. Sonderforschungsbereich 386, Discussion Paper 45 [PDF, 309kB]

Buchbeitrag

Shalabh, ; Heumann, Christian (2012): Simultaneous Prediction of Actual and Average Values of Study variable Using Stein-rule Estimators. In: Kumar, K.; Chaturvedi, A. (Hrsg.): Some Recent Developments in Statistical Theory and Application. Boca Raton: Brown Walker Press. S. 68-81

Heumann, Christian (2010): James-Stein estimator. In: Lovric, Miodrag (Hrsg.): International Encyclopedia of Statistical Science. Berlin: Springer. S. 699-701

Heumann, Christian; Grenke, Moritz (2010): An efficient model averaging procedure for logistic regression models using a bayesian estimator with laplace prior. In: Kneib, Thomas; Tutz, Gerhard (Hrsg.): Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica. S. 79-90

Heumann, Christian; Schomaker, Michael (2010): Multiple imputation. In: Lovric, Miodrag (Hrsg.): International Encyclopedia of Statistical Science. Berlin: Springer. S. 892-895

Toutenburg, Helge; Shalabh, ; Heumann, Christian (2009): Optimal estimation in a linear regression model using incomplete prior information. In: Schipp, Bernhard; Krämer, Walter (Hrsg.): Statistical Inference, Econometric Analysis and Matrix Algebra: Festschrift in Honour of Götz Trenkler. Heidelberg: Physica. S. 185-200

Diese Liste wurde am Sat Jan 21 18:35:47 2017 CET erstellt.