Literature DB >> 22588308

Linear, nonlinear or categorical: how to treat complex associations? Splines and nonparametric approaches.

Carsten Oliver Schmidt1, Till Ittermann, Andrea Schulz, Hans J Grabe, Sebastian E Baumeister.   

Abstract

Mesh：

Year:  2012        PMID： 22588308     DOI： 10.1007/s00038-012-0363-z

Source DB:  PubMed          Journal:  Int J Public Health        ISSN： 1661-8556            Impact factor:   3.380


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  7 in total

1.  Selection of important variables and determination of functional form for continuous predictors in multivariable model building.

Authors:  Willi Sauerbrei; Patrick Royston; Harald Binder
Journal:  Stat Med       Date:  2007-12-30       Impact factor: 2.373

2.  Cohort profile: the study of health in Pomerania.

Authors:  Henry Völzke; Dietrich Alte; Carsten Oliver Schmidt; Dörte Radke; Roberto Lorbeer; Nele Friedrich; Nicole Aumann; Katharina Lau; Michael Piontek; Gabriele Born; Christoph Havemann; Till Ittermann; Sabine Schipf; Robin Haring; Sebastian E Baumeister; Henri Wallaschofski; Matthias Nauck; Stephanie Frick; Andreas Arnold; Michael Jünger; Julia Mayerle; Matthias Kraft; Markus M Lerch; Marcus Dörr; Thorsten Reffelmann; Klaus Empen; Stephan B Felix; Anne Obst; Beate Koch; Sven Gläser; Ralf Ewert; Ingo Fietze; Thomas Penzel; Martina Dören; Wolfgang Rathmann; Johannes Haerting; Mario Hannemann; Jürgen Röpcke; Ulf Schminke; Clemens Jürgens; Frank Tost; Rainer Rettig; Jan A Kors; Saskia Ungerer; Katrin Hegenscheid; Jens-Peter Kühn; Julia Kühn; Norbert Hosten; Ralf Puls; Jörg Henke; Oliver Gloger; Alexander Teumer; Georg Homuth; Uwe Völker; Christian Schwahn; Birte Holtfreter; Ines Polzer; Thomas Kohlmann; Hans J Grabe; Dieter Rosskopf; Heyo K Kroemer; Thomas Kocher; Reiner Biffar; Ulrich John; Wolfgang Hoffmann
Journal:  Int J Epidemiol       Date:  2010-02-18       Impact factor: 7.196

Review 3.  Linear, nonlinear or categorical: how to treat complex associations in regression analyses? Polynomial transformations and fractional polynomials.

Authors:  Carsten Oliver Schmidt; Till Ittermann; Andrea Schulz; Hans J Grabe; Sebastian E Baumeister
Journal:  Int J Public Health       Date:  2012-05-09       Impact factor: 3.380

4.  Dose-response analyses using restricted cubic spline functions in public health research.

Authors:  Loic Desquilbet; François Mariotti
Journal:  Stat Med       Date:  2010-01-19       Impact factor: 2.373

5.  Adding local components to global functions for continuous covariates in multivariable regression modeling.

Authors:  H Binder; W Sauerbrei
Journal:  Stat Med       Date:  2010-03-30       Impact factor: 2.373

6.  Comparison between splines and fractional polynomials for multivariable model building with continuous covariates: a simulation study with continuous response.

Authors:  Harald Binder; Willi Sauerbrei; Patrick Royston
Journal:  Stat Med       Date:  2012-10-03       Impact factor: 2.373

7.  [The German version of the Childhood Trauma Questionnaire (CTQ): preliminary psychometric properties].

Authors:  Katja Wingenfeld; Carsten Spitzer; Christoph Mensebach; Hans Jörgen Grabe; Andreas Hill; Ursula Gast; Nicole Schlosser; Hella Höpp; Thomas Beblo; Martin Driessen
Journal:  Psychother Psychosom Med Psychol       Date:  2010-03-03
  7 in total
  4 in total

1.  Structure-function correlates of vision loss in neuromyelitis optica spectrum disorders.

Authors:  Alexander U Brandt; Hanna G Zimmermann; Norman K Gigengack; Frederike C Oertel; Seyedamirhosein Motamedi; Charlotte Bereuter; Ankelien Duchow; Rebekka Rust; Judith Bellmann-Strobl; Klemens Ruprecht; Tanja Schmitz-Hübsch; Friedemann Paul
Journal:  Sci Rep       Date:  2022-10-20       Impact factor: 4.996

2.  Psychometric functioning, socio-demographic variability of childhood maltreatment in the general population and its effects of depression.

Authors:  Andrea Schulz; Carsten Oliver Schmidt; Katja Appel; Jessie Mahler; Carsten Spitzer; Katja Wingenfeld; Sven Barnow; Martin Driessen; Harald J Freyberger; Henry Völzke; Hans J Grabe
Journal:  Int J Methods Psychiatr Res       Date:  2014-07-02       Impact factor: 4.035

3.  Assessing the reporting of categorised quantitative variables in observational epidemiological studies.

Authors:  Onkabetse V Mabikwa; Darren C Greenwood; Paul D Baxter; Sarah J Fleming
Journal:  BMC Health Serv Res       Date:  2017-03-14       Impact factor: 2.655

4.  Mediterranean Diet and Physical Activity Decrease the Initiation of Cardiovascular Drug Use in High Cardiovascular Risk Individuals: A Cohort Study.

Authors:  Margarita Ribó-Coll; Sara Castro-Barquero; Camille Lassale; Emilio Sacanella; Emilio Ros; Estefanía Toledo; José V Sorlí; Andrés Díaz-López; José Lapetra; Carlos Muñoz-Bravo; Fernando Arós; Miquel Fiol; Lluis Serra-Majem; Xavier Pinto; Olga Castañer; César I Fernández-Lázaro; Olga Portolés; Nancy Babio; Ramón Estruch; Álvaro Hernáez
Journal:  Antioxidants (Basel)       Date:  2021-03-05
  4 in total

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