[R-sig-ME] mixed effects model - log likelihood test
Thomas Devlin
tpd502 at york.ac.uk
Thu Mar 28 17:15:32 CET 2013
Hi
I am trying to investigate the effect of topic (conversational context - 3
variants) on the linguistic production (code - 4 variants) of 16 speakers.
I want to run a mixed effects model with (speaker - 16 variants) and (word
500+ variants) as random effects to see whether they improve the model's
ability to predict the linguistic production (code). I also want to include
the fixed effects of speaker occupation (2 variants: miner/non-miner) and
speaker location (4 variants). I want to use log-likelihood tests on a
model including topic (conversational context) vs a model discounting topic
to gauge significance. Can anyone tell me where to start? I have tried
using functions lme, lmer and lrtest, and the multinomial logit model but
I'm not sure whether they are right for my data. Any help would be greatly
appreciated (data attached).
Thanks
--
Thomas Devlin
PhD candidate, Department of Language and Linguistic Science,
University of York, York, YO10 5DD, UK
tpd502 at york.ac.uk
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speaker word age f1 on f1 off code conv cont miner location
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B86 however 86 645 540 d word list y blackhall
B86 thousand 86 680 550 d word list y blackhall
B86 proud 86 695 530 d word list y blackhall
B86 pulled down now 86 630 520 d general y blackhall
B86 down now # it's 86 790 560 d general y blackhall
B86 the flower show 86 680 580 d general y blackhall
B86 the county # we 86 720 610 d general y blackhall
B86 cricket ground # we've 86 610 520 d general y blackhall
B86 was out the 86 610 515 d general y blackhall
B86 the ground # 86 610 500 d general y blackhall
B86 tremendous amount wasn't 86 660 645 d general y blackhall
B86 the council used 86 700 595 d general y blackhall
B86 weekend down at 86 680 575 d general y blackhall
B86 there now it's 86 610 540 d general y blackhall
B86 site now and 86 740 575 d general y blackhall
B86 amazing amount of 86 610 555 d general y blackhall
B86 I found this 86 610 530 d general y blackhall
B86 police out cos 86 720 575 d general y blackhall
B86 the council used 86 640 560 d general y blackhall
B86 things down there 86 720 575 d general y blackhall
B86 pitmatic now there 86 700 540 d mining y blackhall
B86 the council houses 86 735 500 d mining y blackhall
B86 council houses were 86 645 485 d mining y blackhall
B86 and down and 86 700 500 d mining y blackhall
B86 the south didn't 86 665 520 d mining y blackhall
B86 the house and 86 740 465 d mining y blackhall
B86 doin round the 86 680 535 d mining y blackhall
B86 off # now what (disc) 86 755 505 d mining y blackhall
B86 the house # blew 86 680 540 d mining y blackhall
B86 lived down the 86 610 535 d mining y blackhall
B86 water down the 86 720 500 d mining y blackhall
B86 belts now the (disc) 86 845 575 d mining y blackhall
B86 went round and 86 645 550 d mining y blackhall
B86 sorted out for 86 720 500 d mining y blackhall
B86 coal # now your (disc) 86 630 500 d mining y blackhall
B86 graded out and 86 860 520 d mining y blackhall
B86 stone out so 86 700 485 d mining y blackhall
B86 telephones down the 86 670 540 d mining y blackhall
B86 going out and 86 685 505 d mining y blackhall
B86 telephones underground telephones 86 650 515 d mining y blackhall
B86 broken down and 86 610 525 d mining y blackhall
B86 them out put 86 700 530 d mining y blackhall
B86 way throughout you 86 600 665 d mining y blackhall
B86 tent south it 86 680 500 d mining y blackhall
B86 straight out under 86 685 575 d mining y blackhall
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