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Results from linear mixed models examining factors associated with CD4 decline.

Lyle R. McKinnon (259773)
Nico J. Nagelkerke (126101)
Rupert Kaul (34935)
Souradet Y. Shaw (176425)
Rupert Capina (199791)
Ma Luo (153573)
Anthony Kariri (286679)
Winnie Apidi (297671)
Makobu Kimani (297674)
Charles Wachihi (149574)
Walter Jaoko (62292)
A. Omu Anzala (297677)
Joshua Kimani (149573)
T. Blake Ball (149578)
Francis A. Plummer (149579)

Publication date

February 2013

DOI

10.1371/journal.pone.0049797.t002

Abstract

<p>Results from linear mixed models examining factors associated with CD4 decline.</p

Extracted data

Related items

Regression models for log (CD4) counts (effects expressed as geometric mean ratios).

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Vikram Patel (10704)
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August 2021

Regression models for log (CD4) counts (effects expressed as geometric mean ratios).</p

Multiple linear regression models showing the influence of comorbidities on process attributes.

Marthe-Lisa Schaarschmidt (751981)
Christian Kromer (751980)
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Astrid Schmieder (173744)
Diana Sonntag (833498)
Sergij Goerdt (173750)
Wiebke K. Peitsch (173727)

December 2015

<p>Multiple linear regression models showing the influence of comorbidities on process attributes.</...

Results of the mixed model linear regressions for RTs using the product of the operands as independent variable.

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Diego Shalom (3607595)
Pablo A. Gonzalez (3607583)
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Mariano Sigman (4629)
Andres Rieznik (388789)

December 2016

<p>Results of the mixed model linear regressions for RTs using the product of the operands as indepe...

Estimated mean CD4 decline using the random effects model; univariable and multivariable analysis.

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Reginah Msandiwa (564936)
Lawrence H. Moulton (181183)
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Malathi Ram (347523)
Glenda Gray (64254)
Chris Hoffmann (564938)
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May 2014

<p>*Variable ‘time in months’ is measuring CD4 change over time and the p-value tests if the change ...

Results from the decadal study using linear mixed models with independent linear contrasts.

Aaron S. David (690515)
Phoebe L. Zarnetske (690516)
Sally D. Hacker (690517)
Peter Ruggiero (690518)
Reuben G. Biel (690519)
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<p>Results from the decadal study using linear mixed models with independent linear contrasts.</p

Mean decline in CD4 and CD8 by exposure variables (at timepoint prior to observed decline, unless otherwise stated).

Rachel Jewkes (193649)
Kristin Dunkle (315117)
Nwabisa Jama-Shai (713551)
Glenda Gray (64254)

March 2015

<p>(*NB small numbers n = 2)</p><p>Mean decline in CD4 and CD8 by exposure variables (at timepoint p...

Linear mixed model—Characteristics associated with the change in eGFR over the entire course of follow-up.

Rosbel M. Brito (6598172)
Duc T. Nguyen (690616)
Justine R. Johnson (6598175)
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Rochelle E. Castro (6598181)
Angelina M. Albert (6598184)
Ann. S. Barnes (6598187)
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April 2019

Linear mixed model—Characteristics associated with the change in eGFR over the entire course of foll...

Model 4: Regression coefficients from best-fitting linear mixed effects model of confidence judgments.

Jonathan K. Doyon (6325757)
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Tyler Surber (6256108)
Joseph D. Clark (4789497)
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Model 4: Regression coefficients from best-fitting linear mixed effects model of confidence judgment...

Multiple linear regression models demonstrating impact of comorbidities on outcome attributes.

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Christian Kromer (751980)
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Sergij Goerdt (173750)
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<p>Multiple linear regression models demonstrating impact of comorbidities on outcome attributes.</p

Linear mixed-effects regression results for model of all trials (N = 65, obs = 5833).

Rodica R. Constantine (13876654)
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September 2022

Linear mixed-effects regression results for model of all trials (N = 65, obs = 5833).</p

Results of generalized linear regression model analyses for factors significantly associated with the number of previous MDEs.

Margo de Jonge (5925116)
Claudi L. H. Bockting (130818)
Patricia van Oppen (94161)
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Jaap Peen (83470)
Martijn J. Kikkert (5925122)
Jack J. M. Dekker (764011)

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Linear mixed-effects regression results for model of correctly retyped items (N = 65, obs = 4854).

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Linear mixed-effects regression results for model of correctly retyped items (N = 65, obs = 4854).</...

Misuse of the linear mixed model when evaluating risk factors of cognitive decline.: Misuse of the Linear Mixed Model

Proust-Lima, Cécile
Dartigues, Jean-François
Jacqmin-Gadda, Hélène

November 2011

International audienceThe linear mixed model (LMM), which is routinely used to describe change in ou...

Misuse of the linear mixed model when evaluating risk factors of cognitive decline.: Misuse of the Linear Mixed Model

Proust-Lima, Cécile
Dartigues, Jean-François
Jacqmin-Gadda, Hélène

November 2011

International audienceThe linear mixed model (LMM), which is routinely used to describe change in ou...

Misuse of the linear mixed model when evaluating risk factors of cognitive decline.: Misuse of the Linear Mixed Model

Proust-Lima, Cécile
Dartigues, Jean-François
Jacqmin-Gadda, Hélène

November 2011

International audienceThe linear mixed model (LMM), which is routinely used to describe change in ou...

Regression models for log (CD4) counts (effects expressed as geometric mean ratios).

Godfrey Zari Rukundo (8930429)
Jonathan Levin (227417)
Richard Stephen Mpango (11307525)
Vikram Patel (10704)
Eugene Kinyanda (402817)

August 2021

Regression models for log (CD4) counts (effects expressed as geometric mean ratios).</p

Multiple linear regression models showing the influence of comorbidities on process attributes.

Marthe-Lisa Schaarschmidt (751981)
Christian Kromer (751980)
Raphael Herr (751982)
Astrid Schmieder (173744)
Diana Sonntag (833498)
Sergij Goerdt (173750)
Wiebke K. Peitsch (173727)

December 2015

<p>Multiple linear regression models showing the influence of comorbidities on process attributes.</...

Results of the mixed model linear regressions for RTs using the product of the operands as independent variable.

Federico Zimmerman (3607586)
Diego Shalom (3607595)
Pablo A. Gonzalez (3607583)
Juan Manuel Garrido (3607589)
Facundo Alvarez Heduan (3607592)
Stanislas Dehaene (6832)
Mariano Sigman (4629)
Andres Rieznik (388789)

December 2016

<p>Results of the mixed model linear regressions for RTs using the product of the operands as indepe...

Estimated mean CD4 decline using the random effects model; univariable and multivariable analysis.

Neil A. Martinson (198606)
Nikhil Gupte (189999)
Reginah Msandiwa (564936)
Lawrence H. Moulton (181183)
Grace L. Barnes (564937)
Malathi Ram (347523)
Glenda Gray (64254)
Chris Hoffmann (564938)
Richard E. Chaisson (148941)

May 2014

<p>*Variable ‘time in months’ is measuring CD4 change over time and the p-value tests if the change ...

Results from the decadal study using linear mixed models with independent linear contrasts.

Aaron S. David (690515)
Phoebe L. Zarnetske (690516)
Sally D. Hacker (690517)
Peter Ruggiero (690518)
Reuben G. Biel (690519)
Eric W. Seabloom (284860)

February 2015

<p>Results from the decadal study using linear mixed models with independent linear contrasts.</p

Mean decline in CD4 and CD8 by exposure variables (at timepoint prior to observed decline, unless otherwise stated).

Rachel Jewkes (193649)
Kristin Dunkle (315117)
Nwabisa Jama-Shai (713551)
Glenda Gray (64254)

March 2015

<p>(*NB small numbers n = 2)</p><p>Mean decline in CD4 and CD8 by exposure variables (at timepoint p...

Linear mixed model—Characteristics associated with the change in eGFR over the entire course of follow-up.

Rosbel M. Brito (6598172)
Duc T. Nguyen (690616)
Justine R. Johnson (6598175)
Eric J. Lai (6598178)
Rochelle E. Castro (6598181)
Angelina M. Albert (6598184)
Ann. S. Barnes (6598187)
Edward A. Graviss (37271)
Wadi N. Suki (6598190)

April 2019

Linear mixed model—Characteristics associated with the change in eGFR over the entire course of foll...

Model 4: Regression coefficients from best-fitting linear mixed effects model of confidence judgments.

Jonathan K. Doyon (6325757)
Alen Hajnal (6256101)
Tyler Surber (6256108)
Joseph D. Clark (4789497)
Damian G. Kelty-Stephen (5680013)

February 2019

Model 4: Regression coefficients from best-fitting linear mixed effects model of confidence judgment...

Multiple linear regression models demonstrating impact of comorbidities on outcome attributes.

Marthe-Lisa Schaarschmidt (751981)
Christian Kromer (751980)
Raphael Herr (751982)
Astrid Schmieder (173744)
Diana Sonntag (833498)
Sergij Goerdt (173750)
Wiebke K. Peitsch (173727)

December 2015

<p>Multiple linear regression models demonstrating impact of comorbidities on outcome attributes.</p

Linear mixed-effects regression results for model of all trials (N = 65, obs = 5833).

Rodica R. Constantine (13876654)
Douglas J. Getty (13876657)
Scott H. Fraundorf (7399199)

September 2022

Linear mixed-effects regression results for model of all trials (N = 65, obs = 5833).</p

Results of generalized linear regression model analyses for factors significantly associated with the number of previous MDEs.

Margo de Jonge (5925116)
Claudi L. H. Bockting (130818)
Patricia van Oppen (94161)
Henricus L. Van (5925119)
Jaap Peen (83470)
Martijn J. Kikkert (5925122)
Jack J. M. Dekker (764011)

November 2018

Results of generalized linear regression model analyses for factors significantly associated with th...

Linear mixed-effects regression results for model of correctly retyped items (N = 65, obs = 4854).

Rodica R. Constantine (13876654)
Douglas J. Getty (13876657)
Scott H. Fraundorf (7399199)

September 2022

Linear mixed-effects regression results for model of correctly retyped items (N = 65, obs = 4854).</...

Misuse of the linear mixed model when evaluating risk factors of cognitive decline.: Misuse of the Linear Mixed Model

Proust-Lima, Cécile
Dartigues, Jean-François
Jacqmin-Gadda, Hélène

November 2011

International audienceThe linear mixed model (LMM), which is routinely used to describe change in ou...

Misuse of the linear mixed model when evaluating risk factors of cognitive decline.: Misuse of the Linear Mixed Model

Proust-Lima, Cécile
Dartigues, Jean-François
Jacqmin-Gadda, Hélène

November 2011

International audienceThe linear mixed model (LMM), which is routinely used to describe change in ou...

Misuse of the linear mixed model when evaluating risk factors of cognitive decline.: Misuse of the Linear Mixed Model

Proust-Lima, Cécile
Dartigues, Jean-François
Jacqmin-Gadda, Hélène

November 2011

International audienceThe linear mixed model (LMM), which is routinely used to describe change in ou...

Regression models for log (CD4) counts (effects expressed as geometric mean ratios).

Godfrey Zari Rukundo (8930429)
Jonathan Levin (227417)
Richard Stephen Mpango (11307525)
Vikram Patel (10704)
Eugene Kinyanda (402817)

August 2021

Regression models for log (CD4) counts (effects expressed as geometric mean ratios).</p

Multiple linear regression models showing the influence of comorbidities on process attributes.

Marthe-Lisa Schaarschmidt (751981)
Christian Kromer (751980)
Raphael Herr (751982)
Astrid Schmieder (173744)
Diana Sonntag (833498)
Sergij Goerdt (173750)
Wiebke K. Peitsch (173727)

December 2015

<p>Multiple linear regression models showing the influence of comorbidities on process attributes.</...

Results of the mixed model linear regressions for RTs using the product of the operands as independent variable.

Federico Zimmerman (3607586)
Diego Shalom (3607595)
Pablo A. Gonzalez (3607583)
Juan Manuel Garrido (3607589)
Facundo Alvarez Heduan (3607592)
Stanislas Dehaene (6832)
Mariano Sigman (4629)
Andres Rieznik (388789)

December 2016

<p>Results of the mixed model linear regressions for RTs using the product of the operands as indepe...