[R] FW: Reading output of a GLMM run in R

John Kane jrkrideau at inbox.com
Sun Apr 13 14:22:01 CEST 2014


Can you resend the information in plain text?  It looks like you sent it in html format and it is very close to completely unreadable.

John Kane
Kingston ON Canada


> -----Original Message-----
> From: ruthy_ at hotmail.co.uk
> Sent: Sun, 13 Apr 2014 00:28:43 +0000
> To: r-help at r-project.org
> Subject: [R] FW: Reading output of a GLMM run in R
> 
> 
> 
> 
> 
> 
> Hi, I am a complete novice and dummy when it comes to statistics so I
> apologise in advance... I have been asked to report the results of my
> GLMMs (I ran two) in a table. This table must state: effect, standard
> error, test statistic, and P value, for all fixed effects. Unfortunately
> I am struggling to read my output. The out put is as follows, if anyone
> would be kind enough to help I would be very grateful and will know for
> future reference which bit equates to what (also I have been told my
> degrees of freedom are different for both the tests, could someone
> explain why this is?). GLMM 1-run for predictors of step length. Response
> variable = step length. fixed effects = depth and direction threshold.
> random factor = individual Models: m2: step ~ (1 | ind) m1: step ~ Depth
> * threshold + (1 | ind) Df AIC BIC logLik deviance Chisq Chi Df
> Pr(>Chisq) m2 3 373235 373259 -186615 373229 m1 8 373225 373290 -186605
> 373209 19.767 5 0.001382 ** --- Signif. codes: 0 ?***? 0.001 ?**? 0.01
> ?*? 0.05 ?.? 0.1 ? ? 1 GLMM 2 -run to investigate potential predictors of
> PDBA. response variables = depth and step length. fixed effect =
> direction threshold. random factor = Individual Models: m3: PDBA ~ Depth
> + (1 | ind) + thresholdepth m2: PDBA ~ step * threshold + Depth *
> threshold + (1 | ind) Df AIC BIC logLik deviance Chisq Chi Df Pr(>Chisq)
> m3 6 -48205 -48157 24109 -48217 m2 11 -48430 -48341 24226 -48452 235.1 5
> < 2.2e-16 *** --- Signif. codes: 0 ?***? 0.001 ?**? 0.01 ?*? 0.05 ?.? 0.1
> ? ? 1 Models: m4: PDBA ~ step + (1 | ind) + step:threshold m2: PDBA ~
> step * threshold + Depth * threshold + (1 | ind) Df AIC BIC logLik
> deviance Chisq Chi Df Pr(>Chisq) m4 6 -48206 -48158 24109 -48218 m2 11
> -48430 -48341 24226 -48452 233.81 5 < 2.2e-16 *** --- Signif. codes: 0
> ?***? 0.001 ?**? 0.01 ?*? 0.05 ?.? 0.1 ? ? 1
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